Remote Team Engagement SaaS

PulseJoy

Playfully Uniting Teams, Anywhere

PulseJoy transforms daily remote collaboration into a vibrant game for tech team leads seeking genuine engagement. By converting interactions into point-based challenges and instant peer recognition, it boosts participation and morale, making every contribution visible and celebrated—even across time zones—so distributed teams build lasting culture and connection through playful competition.

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PulseJoy

Product Details

Explore this AI-generated product idea in detail. Each aspect has been thoughtfully created to inspire your next venture.

Vision & Mission

Vision
To ignite vibrant, lasting cultures by empowering every remote team to connect, celebrate, and thrive—no matter the distance.
Long Term Goal
By 2028, empower 15,000 remote-first tech teams worldwide to boost engagement by 50% and peer recognition by 75%, transforming distributed work culture into vibrant, visible connection.
Impact
Increases remote tech team participation in meetings by 45% and peer recognition moments by 60% within 90 days, making individual contributions visible and boosting morale for distributed teams struggling with disengagement and low interaction.

Problem & Solution

Problem Statement
Remote tech team leads struggle to foster authentic engagement and real-time recognition, as current tools feel impersonal and lack built-in incentives, resulting in declining morale and invisible contributions across distributed teams.
Solution Overview
PulseJoy energizes remote tech teams by turning daily collaboration into point-earning challenges and instant peer shout-outs. Real-time leaderboards and mini-games make contributions visible and rewarding, directly addressing low morale and passive participation with immediate, playful recognition woven into every interaction.

Details & Audience

Description
PulseJoy energizes distributed teams by transforming everyday remote interactions into point-earning challenges and instant recognition. Aimed at tech companies and startups, it tackles low morale and weak engagement by making teamwork playful and visible. Real-time leaderboards and mini-games celebrate peer contributions as they happen, ensuring culture and connection thrive—even across continents.
Target Audience
Remote tech team leads (25-45) seeking authentic engagement, frustrated by low morale and passive participation.
Inspiration
In a quiet Monday standup, I watched the screen fill with muted faces—one teammate shared a major win, but it vanished in the digital silence. The realization hit: remote work made accomplishments invisible and moments of recognition rare. That tiny, overlooked victory inspired PulseJoy—to spark playful, real-time appreciation in every team interaction, so no one’s effort goes unseen.

User Personas

Detailed profiles of the target users who would benefit most from this product.

D

Data-Driven Dana

- 34-year-old scrum master at fintech startup - Master’s in Information Systems graduate - Manages 8-member distributed teams - Earns $95K annually

Background

Spent early career manually tracking team metrics, leading to burnout. Now seeks automated, gamified insights to streamline performance visibility.

Needs & Pain Points

Needs

1. Real-time visibility into individual contribution scores 2. Automated performance reports for stakeholder presentations 3. Customizable challenges aligned with sprint goals

Pain Points

1. Manual data aggregation slows decision speed 2. Inconsistent engagement metrics confuse performance assessment 3. Lack of real-time recognition reduces team morale

Psychographics

- Craves measurable improvements through data insights - Values clarity and structured feedback loops - Motivated by transparent performance benchmarks

Channels

1. Slack general channel 2. Jira dashboards 3. Microsoft Teams announcements 4. LinkedIn professional groups 5. Email weekly summary

T

Time-Zone Talia

- 29-year-old freelance UX designer - Bachelor’s in Human-Computer Interaction - Collaborates across five time zones - Earns $75K annually

Background

Transitioned from co-located agencies to remote freelance work, craving flexible collaboration. Now leverages gamified tasks to foster team rapport despite time differences.

Needs & Pain Points

Needs

1. Scheduled challenges fitting irregular work hours 2. Easy-to-navigate asynchronous recognition boards 3. Quick icebreakers for design collaboration sessions

Pain Points

1. Missed live events hinder team bonding 2. Clunky tools disrupt creative workflow momentum 3. Delayed feedback stalls design iterations

Psychographics

- Embraces asynchronous work flexibility passionately - Values creative autonomy and work-life balance - Seeks meaningful connections despite distance

Channels

1. Figma plugin 2. Slack direct messages 3. PulseJoy mobile notifications 4. Zoom chat 5. Dribbble community groups

C

Culture Curator Chris

- 45-year-old HR vice president - MBA from a top-tier business school - Manages culture across four regions - $150K base salary

Background

Spent years addressing siloed regional cultures, often with limited tool support. Now champions unified engagement via gamified recognition and analytics.

Needs & Pain Points

Needs

1. Macro-level participation analytics across regions 2. Scalable recognition programs for thousands of employees 3. Custom branding options reflecting corporate values

Pain Points

1. Siloed data complicates global reporting 2. Regional teams resist standardized programs 3. Low executive visibility into real-time morale

Psychographics

- Passionate about inclusive global corporate culture - Believes data-driven empathy boosts retention - Prefers structured yet creative engagement strategies

Channels

1. Workday HR portal dashboard 2. Microsoft Teams global announcements 3. LinkedIn Talent Connect 4. Internal intranet homepage 5. Executive email summaries

C

Challenge Skeptic Sam

- 38-year-old senior backend engineer - Bachelor’s in Computer Engineering - Works at a large enterprise - $120K annual salary

Background

Years of uninterrupted coding nurtured a focus-first mindset. Now cautiously explores gamification features that respect workflow integrity.

Needs & Pain Points

Needs

1. Non-intrusive gamification within coding environments 2. Clear opt-in and opt-out settings 3. Relevant challenges tied to productivity goals

Pain Points

1. Interruptive alerts break concentration 2. Irrelevant challenges waste development time 3. Forced participation feels insincere

Psychographics

- Prefers deep work and minimal interruptions - Values efficiency over social gaming elements - Skeptical of superficial engagement tactics

Channels

1. GitHub notifications 2. Slack do-not-disturb status 3. Email digest at day’s end 4. VS Code extension 5. Confluence updates

Product Features

Key capabilities that make this product valuable to its target users.

BadgeCraft

Allows team members to design and personalize their own badges with colors, icons, and animations. Users can craft unique recognition tokens that resonate with individual achievements, making each shout-out feel more meaningful and memorable.

Requirements

Interactive Badge Designer
"As a team member, I want to design and customize my badge with colors, icons, and animations so that my recognition token reflects the achievement and my personal style."
Description

Provides a user-friendly interface for designing and customizing badges with colors, icons, and animations. The tool integrates seamlessly into PulseJoy’s recognition workflow, enabling users to craft unique visual tokens that reflect individual achievements and personal style. Through intuitive controls and organized design elements, the Interactive Badge Designer enhances engagement by empowering teams to create meaningful, memorable badges that resonate with recipients.

Acceptance Criteria
Badge Color Selection
Given the user opens the Badge Designer, when they select a color from the color picker, then the badge preview updates immediately to reflect the selected color, and the selected HEX code is applied to the saved badge.
Icon Library Integration
Given the badge designer is open, when the user browses or searches the icon library and selects an icon, then the selected icon appears on the badge canvas within 1 second and is included in the saved badge configuration.
Animation Preview Playback
Given the user adds an animation to a badge, when they click the 'Preview' button, then the animation plays smoothly in the preview pane at the chosen speed without errors, and stops when the preview is closed.
Custom Badge Saving
Given the user has configured badge properties (colors, icons, animations), when they click 'Save Badge', then the badge is stored in the 'My Badges' library with a unique ID, correct metadata, and is available for future editing or use.
Badge Usage in Recognition Workflow
Given the user selects a saved badge during a recognition action, when the badge is sent to a recipient, then the badge displays correctly in the recipient's activity feed retaining all customizations and providing a 'View Badge Details' link.
Asset Library Integration
"As a user, I want access to a library of pre-defined icons, colors, and animations so that I can quickly build badges without needing to source assets externally."
Description

Integrates a curated library of icons, color palettes, and animations within the badge designer, allowing users to select and apply assets to their badges or upload their own custom assets. This repository ensures creative flexibility and consistency across badges and speeds up the design process by providing high-quality, ready-to-use elements.

Acceptance Criteria
Selecting a Predefined Icon from the Asset Library
Given the badge designer is opened, when the user opens the asset library, then the list of predefined icons loads within 2 seconds and is scrollable. Given the user selects an icon, when they click on it, then the badge preview updates within 1 second to display the selected icon. Given the user saves the badge, when the design is viewed elsewhere in the app, then the selected icon is present in the final badge.
Applying a Color Palette to a New Badge
Given the badge designer is opened, when the user opens the color palette section, then all predefined palettes load within 2 seconds and are selectable. Given the user selects a palette, when they apply it, then all badge elements update to the chosen colors in the preview. Given the user saves the badge, when viewed later, then the applied color palette persists exactly as selected.
Integrating Multiple Animation Effects
Given the badge designer is opened, when the user opens the animation library, then all predefined animations load within 2 seconds. Given the user selects multiple animations, when they apply them, then the badge preview plays each animation in sequence without overlap or errors. Given the user saves the badge, when displayed in notifications or profiles, then the animations play correctly in the saved order.
Uploading a Custom Asset
Given the badge designer is opened, when the user uploads a custom PNG or GIF under 5MB, then the upload completes within 2 seconds without errors. Given the upload succeeds, when the user views the asset library, then the custom asset appears under “My Uploads” with correct thumbnail. Given the user applies the custom asset to a badge, when saved, then the custom asset is embedded and displays correctly in all contexts.
Asset Library Search and Filter Function
Given the badge designer is opened, when the user enters a keyword in the asset library search bar, then the library filters assets in real time (under 1 second) and displays only matching items. Given no assets match the keyword, when the search is executed, then a “No assets found” message appears. Given the user clears the search term, when they press clear or backspace, then the full asset list returns instantly.
Live Badge Preview
"As a user, I want to see a live preview of my badge while I design it so that I can immediately understand how my changes affect the final look."
Description

Implements real-time rendering of badge designs, updating immediately as users modify colors, icons, or animations. The Live Badge Preview provides instant visual feedback, enabling iterative adjustments and reducing guesswork. This feature enhances design accuracy and user satisfaction by showcasing the final appearance before sharing.

Acceptance Criteria
Color Change Preview
Given a user selects a new color from the palette, When the user chooses the color, Then the live badge preview updates within 200ms to reflect the selected color without requiring a page refresh.
Icon Update Preview
Given a user uploads or selects a new icon for the badge, When the icon selection is applied, Then the live preview displays the new icon in the correct position and size within 200ms.
Animation Adjustment Preview
Given a user modifies animation settings (e.g., speed, style), When the settings are changed, Then the live preview plays the updated animation seamlessly, matching the user’s configuration.
Reset to Default Preview
Given a user clicks the ‘Reset to Default’ button, When the action is confirmed, Then the live preview reverts all customizations (color, icon, animation) back to the default design immediately.
Multi-property Editing Preview
Given a user edits multiple properties (color, icon, animation) in succession, When each change is made, Then the live preview reflects every individual update in real time without delay or conflict.
One-Click Badge Sharing
"As a team member, I want to share my custom badge with colleagues instantly so that they can see and celebrate the achievement without leaving the app."
Description

Enables users to share completed badges directly within PulseJoy channels or with individual teammates via a one-click share button. This feature streamlines the recognition workflow, ensuring badges are delivered promptly and displayed in chat threads or dashboards for maximum visibility and celebration.

Acceptance Criteria
Group Channel Badge Sharing
Given a user has completed designing a badge, when they click the one-click share button in a group channel, then the system posts the badge message to the selected channel with badge image, user name, and timestamp within 2 seconds.
Direct Teammate Badge Sharing
Given a user views a teammate’s profile, when they click the one-click share button next to the badge, then the badge is delivered to the teammate’s direct messages with correct formatting and notification trigger.
Share Confirmation Notification
Given a successful share action, when the badge is posted or sent, then the user sees a non-intrusive confirmation toast message “Badge shared successfully” that disappears after 5 seconds.
Badge Display on Dashboard
Given a badge has been shared, when a user opens the PulseJoy dashboard, then the shared badge appears in the "Recent Recognitions" section within 5 seconds.
Share Failure Handling
Given network or permission errors occur, when a user attempts to share a badge, then the system displays an error message explaining the issue and an option to retry.
Badge History & Retrieval
"As a user, I want to access my previously created badges so that I can reuse or modify them without starting from scratch."
Description

Maintains a searchable archive of all badges created by a user, organized by tags, creation date, and recipient. Users can browse, duplicate, or edit past badges, facilitating reuse and accelerating the recognition process for similar achievements. This feature supports consistency and efficiency in badge creation.

Acceptance Criteria
Search Badges by Tag
Given the user is on the badge archive page and enters one or more tags into the search field, When the user executes the search, Then only badges matching all specified tags are displayed in the results, and badges without those tags are excluded.
Filter Badges by Creation Date
Given the user selects a start and end date in the date filter controls, When the user applies the date filter, Then the archive only shows badges whose creation dates fall within the selected range, and no badges outside this range are returned.
Retrieve Badges for a Specific Recipient
Given the user enters a recipient name or selects a recipient from the dropdown, When the user initiates the retrieval action, Then the system displays all badges sent to that recipient, sorted by creation date descending.
Duplicate a Previous Badge
Given the user selects a badge from the archive and clicks the ‘Duplicate’ button, When the user confirms the duplication, Then a new badge editor opens pre-populated with the original badge’s properties, and the original badge remains unchanged in the archive.
Edit a Badge from History
Given the user selects a badge and clicks the ‘Edit’ button, When the user updates badge details and saves changes, Then the badge record in the archive is updated with the new properties, the modification timestamp is updated, and the change is logged in the badge’s history.

Kudos Spotlight

Automatically highlights the day’s top three praise moments in a fullscreen, animated carousel. By spotlighting standout contributions, it ensures exceptional efforts get maximum visibility and motivates others to strive for recognition.

Requirements

Top Praises Data Aggregation
"As a team lead, I want the system to automatically identify and compile the day’s top three praise moments so that I can showcase outstanding contributions without manual effort."
Description

Systematically collect and rank all peer recognition submissions throughout the day, selecting the top three entries based on configurable criteria such as number of upvotes, timestamps, and source team diversity. This process integrates with the existing PulseJoy backend, ensuring data integrity, performance, and scalability. The aggregated data must be stored in a structured format to support subsequent display and analytics modules.

Acceptance Criteria
Daily Aggregation Job Execution
Given the end-of-day scheduler triggers the aggregation job When the job runs Then it collects all peer recognition submissions from the current day and logs a successful completion message without errors
Configurable Ranking Criteria Application
Given a set of submissions with varying upvotes, timestamps, and source teams When the ranking logic executes according to configured parameters Then the system selects exactly three entries, orders them by highest score, and ensures no more than one entry per team if diversity rules are enabled
Data Integrity Verification
Given the aggregated top three entries When integrity checks are performed Then there are no duplicate submissions, no missing fields, and the count of processed records matches the source data count
Performance Under Load
Given a test dataset of at least 10,000 daily submissions When the aggregation process runs Then it completes within 30 seconds, uses no more than 80% of allocated CPU, and returns a success status
Structured Storage and Retrieval
Given the aggregated top three entries stored in the database When accessed by the display or analytics module Then data is returned in the defined JSON schema within 100ms and includes fields: id, author, team, score, and timestamp
Fullscreen Carousel Display
"As a team member, I want to see today’s standout recognitions in a large, immersive view so that I can clearly appreciate and celebrate top contributors."
Description

Render the top three praise moments in a fullscreen, responsive carousel that adapts to multiple screen resolutions and orientations. Each carousel panel displays the recognizer’s avatar, recipient’s name, praise message, and associated team, all styled according to PulseJoy’s design system. The carousel must occupy the entire viewport without UI obstructions and pause on hover or focus for accessibility.

Acceptance Criteria
Responsive Layout Adaptation
Given the user views the fullscreen carousel on devices of varying resolutions and orientations, When the carousel loads, Then all three praise panels resize proportionally to fill the viewport without distortion or overflow
Fullscreen Occupancy and No Obstructions
Given the user navigates to the Kudos Spotlight feature, When the carousel is rendered, Then it occupies the entire viewport with no visible headers, footers, or sidebars blocking any part of the panels
Content Display Accuracy
Given the top three praise moments are available, When the carousel panels are displayed, Then each panel shows the recognizer’s avatar, recipient’s name, praise message, and associated team correctly styled according to the design system
Pause on Hover or Focus
Given the carousel is auto-advancing through panels, When the user hovers over a panel or focuses using keyboard navigation, Then the carousel advancement pauses until hover or focus is removed
Smooth Transition Animations
Given the carousel cycles between panels, When a transition occurs, Then the animation completes within 500ms at a minimum of 60 frames per second without jank or frame drops
Animated Transitions & Theming
"As a product designer, I want customizable and fluid animations in the spotlight carousel so that the experience feels dynamic and consistent with our brand identity."
Description

Implement smooth, visually engaging animations between carousel panels, including fade, slide, and zoom effects that align with PulseJoy’s brand guidelines. Allow theming options to customize transition speed, animation style, and visual overlays. Animations must be performant across modern browsers and hardware, with fallbacks for environments where advanced graphics are not supported.

Acceptance Criteria
Fade Transition Smoothing
Given the carousel is loaded with fade transition selected, When moving from one panel to the next, Then the opacity of the outgoing panel transitions from 100% to 0% and the incoming panel from 0% to 100% within the configured duration, maintaining a minimum of 60 FPS on Chrome, Firefox, Safari, and Edge.
Slide Transition Responsiveness
Given the slide animation style is applied, When the next praise panel is triggered, Then the outgoing panel slides completely out of view horizontally and the incoming panel slides in without stutter, completing within the user-defined speed range (300–1000ms) on desktop and mobile browsers.
Zoom Effect Performance
Given the zoom animation option is enabled, When transitioning between carousel entries, Then the panel scales smoothly from 90% to 100% (incoming) or 100% to 90% (outgoing) over the configured duration with no frame drops, and total CPU usage increase does not exceed 15% on standard hardware.
Theming Options Customization
Given the user accesses theme settings, When adjusting transition speed, animation style, or overlay opacity, Then the carousel reflects changes immediately in a live preview and persists settings across reloads in local storage or user profile.
Graceful Fallback Handling
Given a browser or device does not support CSS transforms or animations, When the carousel loads, Then it defaults to an instantaneous panel swap without visual glitches and logs a warning in the console.
Real-Time Sync & Updates
"As a remote team member, I want the spotlight carousel to update instantly when new top praises are recognized so that the display always reflects the most current achievements."
Description

Enable real-time data synchronization between the praise aggregation service and the carousel display client using WebSocket or server-sent events. When a new top recognition emerges, update the carousel panels immediately without requiring a page refresh. Ensure low-latency updates, robust reconnection logic, and minimal bandwidth usage to support distributed teams in varying network conditions.

Acceptance Criteria
Initial WebSocket Connection
Given the carousel client loads, when it initiates a WebSocket connection to the praise service, then the connection is established within 2 seconds and an acknowledgement message is received indicating readiness.
Live Content Update
Given a new top recognition event occurs, when the server pushes the update via WebSocket, then the carousel display updates the relevant panel within 500ms without requiring a page refresh.
Low-Bandwidth Data Transmission
Given the client is on a constrained network (<100kbps), when updates are sent, then each payload does not exceed 5KB and uses compression or delta updates to minimize bandwidth usage.
Automatic Reconnection
Given the WebSocket connection drops unexpectedly, when the client detects the disconnection, then it attempts to reconnect with exponential backoff starting at 1s (max 30s) and resumes receiving updates without duplicate entries.
High-Concurrency Event Handling
Given ten or more recognition events occur in quick succession, when events are received, then the client queues and processes them to update the carousel in strict chronological order, ensuring no event is lost.
Admin Controls & Customization
"As a team lead, I want control over how the Kudos Spotlight behaves and appears so that I can tailor it to my team’s culture and schedule."
Description

Provide an admin interface where team leads can configure spotlight parameters, including selection criteria weights, display schedule, carousel duration, and allowed animation themes. Include user permission checks, validation of input values, and preview mode for testing configurations. Changes should apply in real time or on the next scheduled cycle, as selected by the admin.

Acceptance Criteria
Access Control Restriction
Given a user without admin permissions attempts to navigate to the Admin Controls & Customization interface, When they submit the request, Then the system returns a 403 Forbidden response and displays an access denied message.
Input Validation for Parameter Values
Given an admin enters non-numeric or out-of-range values for selection weights, display schedule, carousel duration, or animation theme selection, When they attempt to save, Then inline validation errors appear and the save action is blocked until all inputs are valid.
Real-time vs Scheduled Application of Changes
Given an admin selects “Apply in Real Time,” When they change carousel duration or selection weights, Then the new settings take effect immediately on the next carousel display; Given “Apply on Next Cycle” is selected, When they save, Then changes remain pending until the current cycle completes.
Preview Mode Display
Given an admin configures weights, schedule, duration, and theme and clicks “Preview,” When the preview mode loads, Then a full-screen animated carousel displays sample praise moments using the selected settings and matches the duration and animation chosen.
Persistence of Configuration Settings
Given an admin saves their configuration and refreshes the page, When the interface reloads, Then all previously saved values for weights, schedule, duration, and theme are populated correctly in the form fields.

Cascade Reaction

Triggers a ripple of animated badges across the feed whenever a major milestone or group achievement is unlocked. This dynamic chain reaction boosts excitement, reinforces collaboration, and visually connects individual successes to team-wide wins.

Requirements

Milestone Event Detection
"As a team lead, I want the system to automatically detect when our project milestone is achieved so that I can celebrate the team’s success without manual input."
Description

Detect and validate predefined major milestones or group achievements by monitoring project status updates and event triggers. Integrate with the backend event processor to automatically flag when a milestone condition is met, ensuring accurate and timely initiation of the Cascade Reaction. This functionality guarantees that animated badges only trigger for genuine team accomplishments, maintaining feature relevance and impact.

Acceptance Criteria
Detecting Sprint Completion Milestone
Given the sprint end date is reached and all user stories have status 'Done', when the backend processes the event, then the system should flag the 'Sprint Completed' milestone within 60 seconds.
Identifying Code Coverage Threshold Achievement
Given the latest code coverage report indicates coverage of 80% or higher, when the report is ingested by the event processor, then a 'Code Coverage Achieved' milestone event must be flagged in the system.
Flagging All-Tests-Passed Event
Given the CI/CD pipeline completes with zero test failures, when the pipeline status is sent to the milestone detector, then the system should trigger and record an 'All Tests Passed' milestone event.
Recognizing Production Deployment Success
Given a successful deployment to the production environment confirmed by health-check endpoints returning HTTP 200, when the deployment event is received, then the 'Production Deployment' milestone must be detected and logged.
Triggering Milestone After Team Member Recognition
Given a team member receives 50 recognitions via the peer recognition API within a 24-hour period, when the event processor evaluates recognition counts, then it should flag a 'High-Five Milestone' event.
Animated Badge Renderer
"As a remote developer, I want to see animated badges appear in the feed when our team hits a goal so that I feel recognized and motivated."
Description

Render high-quality, animated badges across the activity feed using web animation frameworks. Support sequential and parallel animations, smooth transitions, and responsive behavior on various devices. Ensure consistency with PulseJoy’s design system and deliver visually engaging effects that reinforce team achievements, boosting morale through dynamic visual feedback.

Acceptance Criteria
Sequential Badge Animation on Major Milestone
Given a major milestone is unlocked When the system renders a badge Then the badge animates in a defined sequential order with no visual stutter and completes within 2 seconds.
Parallel Badge Animations for Multiple Achievements
Given multiple group achievements are unlocked within the same event When rendering badges Then all badges animate in parallel smoothly, each adhering to its defined start time and duration without queueing or overlap issues.
Responsive Badge Animation on Varying Screen Sizes
Given the activity feed is viewed on any screen width between 320px and 1920px When loading badge animations Then animations adapt fluidly, preserving aspect ratio and maintaining at least 60fps across all tested device sizes.
Design System Compliance in Badge Animations
Given the system’s design tokens for color, typography, and spacing When rendering badge animations Then all animated elements match the design system specifications with zero pixel deviation and correct color codes.
Animation Performance Fallback for Unsupported Browsers
Given the user’s browser does not support required animation features When attempting to animate badges Then the system falls back to a static SVG version within 100ms and logs a graceful degradation event.
Reaction Chain Sequencer
"As a product manager, I want animated badges to cascade across the feed in a fluid sequence so that our team’s contributions feel interconnected and celebrated."
Description

Orchestrate a cascading animation sequence that connects individual badges into a cohesive visual chain. Implement timing controls, configurable delays, and event queuing to manage complex badge interactions. Provide a mechanism for chaining multiple badge animations to reflect the progression from individual actions to group milestones, enhancing the sense of collective accomplishment.

Acceptance Criteria
Major Milestone Cascade Animation
Given a user unlocks a major milestone, when the cascade reaction sequencer triggers, then each badge animates sequentially with a 200ms delay between animations and completes the full sequence within 2 seconds.
Badge Animation Delay Configuration
Given an admin configures the badge animation delay to 500ms, when the cascade reaction sequencer runs, then the delay between each badge animation matches 500ms ±50ms.
High-Frequency Event Queue Handling
Given 20 badge events are received within 1 second, when the sequencer processes the queue, then it animates all badges in the order received without skipping or duplicating any events.
Mixed Individual and Group Badge Chain
Given individual badge triggers and a group achievement trigger occur simultaneously, when the sequencer receives both events, then it animates individual badges first followed by the group badge, preserving chronological order and visual chain continuity.
Animation Interrupt and Resume
Given a user navigates away from the feed mid-sequence, when they return within 10 seconds, then the sequencer resumes and completes any pending badge animations in the correct order within 1 second of reconnection.
Custom Badge Library
"As an administrator, I want to upload custom badge designs and assign animations so that our recognition feels unique to our company culture."
Description

Provide a configurable library of badge assets and themes that can be customized by admins. Allow uploading of new badge designs, categorization by event type, and assignment of default animations. Ensure the library integrates with the animation renderer and reaction sequencer, offering flexibility to reflect different achievement types and maintain brand consistency.

Acceptance Criteria
Admin uploads a new badge design
Given a valid image file (SVG, PNG) under 5MB, When the admin uploads the file, Then the badge appears in the library with the correct filename, upload timestamp, and selected event type category.
Admin categorizes badges by event type
Given existing badges without categories, When the admin assigns or changes event type categories via the UI, Then the badges are grouped under the chosen categories and filter correctly when categories are selected.
Admin assigns default animations to badges
Given available animations in the system, When the admin selects a default animation for a badge, Then the selection is saved and the badge preview displays the chosen animation immediately.
Badge library integrates with the animation renderer during an event
Given a triggered milestone event, When the system fetches the corresponding badge and default animation, Then the animated badge plays seamlessly in the feed without delay or rendering errors.
Ensure brand consistency through theme configurations
Given brand guidelines for colors and badge styles, When the admin uploads or customizes badges, Then the system enforces file naming conventions, color palette restrictions, and disallows non-compliant assets.
Cross-Feed Synchronization
"As a remote team member, I want to see the badge animations at the same time as my colleagues so that we share the celebration regardless of our locations."
Description

Ensure multi-user feeds across different time zones display synchronized animations for the same event. Implement real-time broadcasting via WebSocket or push notifications, with mechanisms to handle out-of-order events and network latency. This synchronization maintains a unified experience, allowing distributed team members to witness the Cascade Reaction simultaneously.

Acceptance Criteria
Simultaneous Event Broadcast Across Time Zones
Given a major milestone is unlocked on the server at 2025-07-01T10:00:00Z and clients in PST and CET are connected via WebSocket When the server broadcasts the Cascade Reaction event Then all connected clients begin the badge animation sequence within ±200ms of each other
Resilience to Network Latency Variations
Given simulated network latency of up to 500ms on certain clients When a Cascade Reaction event is sent from the server Then each client reorders any delayed packets to maintain the correct event timestamp sequence and displays the animation within 1 second of the earliest client
Out-of-Order Event Handling for Rapid Milestones
Given multiple Cascade Reaction events occur within a 2-second window When clients receive events out of chronological order due to network variability Then each client queues and sorts events by server timestamp before triggering animations, ensuring the original milestone sequence is preserved
Late Subscriber Catch-Up Synchronization
Given a user opens the PulseJoy feed 30 seconds after a Cascade Reaction event began When the client establishes a connection Then the client fetches the current animation state and joins the ongoing badge animation at the correct frame, synchronized with live participants
Feed Resynchronization Post-Reconnection
Given a client loses WebSocket connection for up to 10 seconds and then reconnects When the client reconnects to the server Then the client requests missed Cascade Reaction events, applies them in timestamp order, and synchronizes to the current feed state without duplicating past animations
Performance & Load Management
"As an engineering lead, I want badge animations to run smoothly even when multiple milestones are triggered so that the application remains responsive for everyone."
Description

Optimize animation processing and feed updates to handle high volumes of simultaneous badge events. Implement rate limiting, batching strategies, and lazy loading to maintain feed responsiveness. Monitor performance metrics and ensure the Cascade Reaction feature scales smoothly without degrading user experience during peak usage.

Acceptance Criteria
High-Volume Burst Handling
Given a sudden burst of 100 badge events within one second When the Cascade Reaction is triggered Then the system processes and displays all 100 animations within 200ms per event with no errors or dropped events
Rate Limiting Under Load
Given continuous badge events at a rate of 50 events per second When rate limiting is applied Then the system restricts processing to 30 events per second and queues excess events for processing within five seconds
Batch Processing for Feed Updates
Given multiple badge events queued for processing When the feed is updated Then events are grouped into batches of up to 20 and each batch update completes within 100ms
Lazy Loading of Badge Animations
Given more than ten badge animations awaiting display off-screen When the user scrolls through the feed Then only the first ten animations load immediately and subsequent animations load on-demand within 100ms of entering the viewport
Real-Time Performance Metrics Monitoring
Given the system is under peak load When performance metrics are captured Then the monitoring dashboard displays processing latency, throughput, and error rate in real time with updates every 10 seconds

Analytics Prism

Provides real-time dashboards and heatmaps showing recognition patterns, most-active contributors, and trending badge types. Team leads gain actionable insights to reward engagement, address participation gaps, and celebrate cultural highlights.

Requirements

Real-time Dashboard Overview
"As a team lead, I want a live dashboard showing real-time engagement metrics so that I can monitor team morale and participation levels continuously."
Description

Enable team leads to access a live dashboard displaying key engagement metrics such as recognition counts, active users, and engagement trends. Provides interactive charts and summary cards updating every minute to reflect the latest data. Integrates with existing PulseJoy backend to pull event streams and aggregate statistics in-memory for low-latency updates. Empowers leaders to monitor team morale and identify participation gaps immediately.

Acceptance Criteria
Initial Dashboard Load
Given a team lead navigates to the Real-time Dashboard Overview page When the dashboard initializes Then the page fully loads within 2 seconds And displays recognition counts, active user count, and engagement trend chart for the past 24 hours
Minute-Interval Data Refresh
Given the dashboard is open When 60 seconds have elapsed Then the dashboard automatically fetches new event data from the backend stream And updates all charts and summary cards without a full page reload
Interactive Chart Drill-Down
Given a team lead views the engagement trend chart When they click on a specific data point Then a detailed view of raw events and user interactions for that interval is displayed in under 1 second
User-Specific Filtering
Given the dashboard displays aggregate metrics When a team lead applies a filter for a specific user segment Then all summary cards and charts update to reflect only filtered data within 2 seconds
Backend Event Stream Integration
Given real-time events are generated in PulseJoy When events are emitted by the backend stream Then the dashboard ingests, aggregates, and reflects those events in metrics and charts within 30 seconds of occurrence
Heatmap Visualization
"As a team lead, I want an interactive heatmap of recognition activity so that I can quickly identify peak engagement times and areas needing attention."
Description

Provide a visual heatmap representation of recognition activity across time periods (daily, weekly, monthly) and across different user segments or teams. Allows filtering by badge type, user role, or department. Integrated into the dashboard as an interactive module with zoom and hover details. Helps identify engagement hotspots and cold zones to inform team-building strategies.

Acceptance Criteria
Daily Recognition Heatmap Display
Given the team lead opens the Analytics Prism dashboard and selects the 'Daily' timeframe, when the heatmap module loads, then each hour cell displays the correct color intensity based on recognition activity and a legend is present to interpret the colors.
Weekly Heatmap Filtering by Badge Type
Given the heatmap is displayed with weekly data, when the team lead applies a filter for a specific badge type (e.g., 'Thank You'), then only cells corresponding to that badge type display their intensity and other badge data is hidden.
Monthly Heatmap Segment Comparison
Given the team lead views the monthly heatmap, when they switch between user roles (e.g., Developer, QA), then the heatmap updates to reflect only recognition data for the selected role while preserving current zoom level and hover functionality.
Interactive Zoom and Hover Details
Given any heatmap view is visible, when the user zooms into a date range or hovers over a cell, then a tooltip appears showing the date or time range, total recognition count, and breakdown by badge type.
Performance Under Large Dataset
Given there are over 10,000 recognition events in the selected timeframe, when the heatmap module renders, then it loads within 3 seconds and supports smooth zoom and hover interactions without noticeable lag.
Customizable Recognition Metrics
"As a team lead, I want to customize which metrics appear on my dashboard so that I can focus on the insights most important to my team’s objectives."
Description

Allow team leads to configure which recognition metrics appear on their dashboard, such as top contributors, trending badge types, average recognition per member, and sentiment analysis if applicable. Supports adding, removing, or reordering metric cards and saving custom dashboard layouts. Ensures that leaders focus on insights most relevant to their team’s goals.

Acceptance Criteria
Adding a New Metric Card
Given a team lead is on the dashboard customization page when they click 'Add Metric' and select a metric from the available list then the metric card is displayed in the dashboard preview at the chosen location
Removing a Metric Card
Given a team lead is editing their dashboard layout when they click the remove icon on a metric card then the metric card is removed immediately from the dashboard preview
Reordering Metric Cards
Given a team lead is customizing the dashboard when they drag and drop a metric card to a new position then the order of cards is updated and saved in the preview
Saving Custom Dashboard Layout
Given a team lead has configured their metric cards when they click 'Save Layout' then the current arrangement is stored and a success notification is displayed
Loading Saved Dashboard Layout
Given a team lead returns to the dashboard after logging out when they access the customization page then their last saved layout is loaded and matches the previously saved order and selection
Alerts and Notifications
"As a team lead, I want to receive alerts when engagement metrics cross certain thresholds so that I can respond promptly to drops or spikes in participation."
Description

Implement threshold-based alerts that notify team leads via email or in-app notifications when recognition patterns deviate from expected norms (e.g., drop below a threshold or spike unexpectedly). Configurable alert rules with customizable thresholds and notification channels. Ensures leaders can proactively address engagement issues or celebrate exceptional performance.

Acceptance Criteria
Low Recognition Volume Alert
Given the team’s weekly recognition count falls below the configured threshold When the system evaluates recognition patterns at the end of each business day Then an email and in-app notification shall be sent to the team lead within 15 minutes.
High Recognition Spike Alert
Given the team’s daily recognition count exceeds the configured upper threshold When the system detects the anomaly in real time Then an email and in-app notification shall be delivered to the team lead with details of the spike within 5 minutes.
Custom Threshold Configuration
Given a team lead accesses the alert settings page When they set or update threshold values and select notification channels Then the new configuration shall be saved and reflected in subsequent alert evaluations without requiring a system restart.
Notification Channel Selection
Given a team lead modifies notification channels (email, in-app, or both) When they save the alert rule Then the system shall send future alerts only via the selected channels and confirm the change via an on-screen message.
Alert Delivery Failure Handling
Given an alert notification fails to send due to an email server or push service error When the delivery is retried up to three times at five-minute intervals Then the system shall log the failure and display a warning icon in the team lead’s in-app notification center.
Exportable Reports
"As a team lead, I want to export reports of recognition data so that I can analyze trends offline and share insights with stakeholders."
Description

Enable exporting dashboard views and raw data into formats like CSV, PDF, or PNG for offline analysis and sharing. Supports scheduled automated report generation and delivery via email. Integrates with reporting library and PulseJoy user permissions to ensure secure data access. Facilitates stakeholder reporting and archiving.

Acceptance Criteria
Manual Export of Dashboard View
Given a user with export permissions selects CSV, PDF, or PNG format and clicks the export button, then the system downloads the current dashboard view as a file named with the report type and timestamp; the content of the file matches the on-screen data including charts and tables.
Raw Data Export for Offline Analysis
Given a user selects a date range and requests raw data export, when the export is processed, then the system provides a CSV containing all recognition records within the range, with accurate headers (date, badge type, sender, recipient, message), no missing rows, and proper encoding.
Scheduled Automated Report Emails
Given a user configures an automated report schedule with frequency and email recipients, when the scheduled time arrives, then the system generates the report in the chosen format and sends it via email with correct subject, body template, and file attachment accessible and uncorrupted.
Permission-Based Data Access
Given a non-admin user without full access attempts to export data, when they initiate an export, then the system restricts the exported content to their permitted data scope and, for unauthorized formats or data sets, prevents export and displays an “Insufficient permissions” error.
Shareable Report Archiving
Given a user exports reports for archival, when the export completes, then the file metadata includes export timestamp, user ID, and report type; the exported file opens correctly in standard viewers without corruption.

Vault Gallery

Creates a searchable archive of all earned badges, categorized by project, person, and date. Users can revisit past achievements, share their personal recognition history, and draw inspiration from colleagues’ successes.

Requirements

Advanced Badge Search
"As a team member, I want to quickly find badges by keyword, project, or colleague so that I can revisit or share specific achievements with ease."
Description

The system shall allow users to search the Vault Gallery using various criteria including badge name, project, colleague name, date range, and tags. This search feature will support partial matches, autocomplete suggestions, and filters to refine results, enabling users to quickly locate specific achievements and navigate the archive efficiently.

Acceptance Criteria
Searching by Badge Name with Autocomplete
Given the user focuses the badge name search field When the user types at least three characters of a badge name Then the system displays autocomplete suggestions matching the input And the user can select a suggestion to populate the search field
Filtering Search Results by Project and Date Range
Given the user has entered a project name and selected a start and end date When the user submits the search Then the system returns badges tagged with the specified project And only badges earned within the chosen date range are displayed
Searching by Colleague Name with Partial Matches
Given the user types part of a colleague's name into the search field When the user initiates the search Then the system returns badges associated with any colleague whose name contains the entered string
Combining Multiple Filters to Refine Results
Given the user applies badge name, project tag, colleague name, and date range filters When the user runs the search Then the system returns only badges matching all selected criteria simultaneously
Handling No Results Found Gracefully
Given the user performs a search that yields no matching badges When the search completes Then the system displays a clear 'No results found' message And suggests clearing or adjusting filters to broaden the search
Category and Date Filtering
"As a user, I want to filter badges by project, team member, and date so that I can focus on relevant achievements and track progress over time."
Description

The Vault Gallery must support dynamic filtering of badges by project, person, and date. Users should be able to select one or multiple filters concurrently, view badges grouped by the selected criteria, and clear filters to reset the display. This capability enhances user navigation, allowing targeted exploration of badge history based on specific contexts and timeframes.

Acceptance Criteria
Filtering by Single Project
Given a user selects one project from the filter menu, When the Vault Gallery reloads, Then only badges associated with that project are displayed, And each badge entry clearly shows its name, date, and recipient.
Filtering by Multiple People
Given a user selects two or more team members in the person filter, When filters are applied, Then the gallery shows badges earned by any of the selected individuals, And badge entries are grouped or highlighted by person.
Filtering by Date Range
Given a user inputs a start and end date in the date filter, When the user confirms the date range, Then the gallery displays only badges earned within those dates, And the badge list is ordered chronologically.
Resetting Filters
Given one or more filters are active, When the user clicks the “Clear Filters” button, Then all filters are removed, And the gallery returns to showing all badges by default.
Combined Filtering Across All Categories
Given a user selects a combination of project, person, and date filters, When the gallery updates, Then badges must satisfy all selected criteria simultaneously, And the UI displays active filter tags for each category.
Detailed Badge View
"As a user, I want to view full details of a badge so that I can understand the context and appreciate its significance."
Description

Each badge entry in the Vault Gallery should provide a detailed view that includes the badge’s name, description, issuer, date awarded, related project, and a link to the originating recognition post. The detailed view must support expanding additional context or comments associated with the badge, offering users comprehensive insights into the achievement’s background and significance.

Acceptance Criteria
Viewing Badge Details
Given a user selects a badge entry in the Vault Gallery, when they open the detailed view, then they see the badge’s name, description, issuer, date awarded, related project, and a working link to the original recognition post.
Navigating to Originating Recognition Post
Given the detailed badge view is open, when the user clicks the originating recognition post link, then the system navigates directly to the full original recognition post.
Expanding Additional Context or Comments
Given a badge has additional context or comments, when the user clicks ‘Show more context’, then all associated comments and context are revealed beneath the badge details.
Ensuring Accessibility Compliance
Given the detailed badge view is displayed, when a screen reader or keyboard-only navigation is used, then all badge information and interactive elements are properly announced and operable.
Verifying Detailed View Load Performance
Given varying network conditions, when the user requests the detailed badge view, then it loads fully within 2 seconds in at least 90% of requests.
Shareable Badge Portfolio
"As a user, I want to share my badges with colleagues or external stakeholders so that I can showcase my achievements and promote peer recognition."
Description

Users should be able to share their personal badge gallery or individual badges via unique, secure links. The sharing functionality must include permission settings (public, team-only, private) and integration with external tools (e.g., Slack, email) to facilitate easy distribution and recognition outside the application while maintaining privacy controls.

Acceptance Criteria
Generating a Secure Badge Link
Given a user selects an individual badge and clicks 'Share', When the user selects 'Public' permission and confirms, Then the system generates a unique HTTPS URL, displays it to the user, copies it to the clipboard, and ensures immediate external access without authentication.
Configuring Permission Settings for Shared Portfolio
Given a user is on their badge portfolio share settings, When the user toggles between 'Public', 'Team-Only', and 'Private' options, Then the system updates the link's access permissions accordingly and blocks unauthorized roles from accessing the link.
Sharing Badge Portfolio via Slack Integration
Given a user has generated a shareable link for their badge portfolio, When they choose 'Share to Slack' and select a channel, Then the system posts the link with badge icons preview to the selected Slack channel and confirms successful sharing with a notification.
Email Sharing of Individual Badges
Given a user selects 'Share via Email' on an individual badge, When they enter recipient addresses and click 'Send', Then the system sends an email containing a badge preview, the secure link with correct permissions, and notifies the user upon successful delivery.
Access Control Enforcement on Shared Links
Given a recipient accesses a shared link, When the link is configured as 'Team-Only', Then the system prompts for authentication, verifies the user's team membership, and either displays the badge gallery or shows an 'Access Denied' message.
Badge Inspiration Feed
"As a team lead, I want to browse top badge achievements from my peers so that I can find inspiration for rewarding contributions in my own team."
Description

The Vault Gallery will include an inspiration feed showcasing highlighted badges from colleagues, rotating on a configurable schedule. The feed should allow users to browse top badges by popularity or recency, follow contributors, and bookmark inspirations for future reference, fostering a culture of recognition and idea sharing across teams.

Acceptance Criteria
Scheduling and Rotating Inspiration Feed
Given an admin user has configured the feed rotation interval to X hours/days and saved settings When the scheduled rotation time elapses Then the inspiration feed updates to the next set of highlighted badges automatically
Browsing Top Badges by Popularity
Given a regular user visits the Inspiration Feed When they select the "Popularity" filter Then badges are sorted in descending order by number of recognitions, and the top 20 badges display on the first page
Browsing Top Badges by Recency
Given a regular user visits the Inspiration Feed When they select the "Recency" filter Then badges are sorted by award date in descending order, and only badges awarded within the last 30 days are shown
Following Contributors from the Feed
Given a user views the list of highlighted badges When they click the "Follow" button on a contributor’s badge Then the contributor is added to the user’s follow list and future badges from that contributor appear in a dedicated section
Bookmarking Badges for Future Reference
Given a user sees a badge they want to save When they click the "Bookmark" icon on that badge Then the badge is added to the user’s personal Inspirations Bookmark list and persists across sessions

SyncPulse

Harness AI-driven scheduling to identify optimal overlap windows across all time zones, automatically recalibrating as team members’ availability changes. SyncPulse eliminates manual planning by continuously adjusting session timings, ensuring peak attendance and seamless collaboration.

Requirements

Time Zone Overlap Analysis
"As a team lead, I want the system to automatically identify time slots with the highest availability across time zones so that I can schedule meetings that accommodate the most participants."
Description

The AI-driven engine analyzes all team members’ calendars and time zones to calculate and surface optimal collaboration windows where the maximum number of participants are available concurrently. By continuously processing availability data and applying machine learning algorithms, the system highlights these prime intervals for scheduling, ensuring sessions occur at times that maximize attendance and engagement.

Acceptance Criteria
Global Team Meeting Scheduling
Given team calendars across multiple time zones When the system performs time zone overlap analysis Then it identifies windows where at least 75% of participants are concurrently available and displays the top three intervals sorted by highest availability
Incorporating New Member Availability
Given a new team member’s calendar is added When the system updates availability Then it recalculates optimal collaboration windows including the new member within 2 minutes and refreshes the interval list accordingly
Handling Low Participation Scenarios
Given the maximum concurrent availability falls below a 50% threshold When the system runs the overlap analysis Then it flags that no suitable windows exist and provides participant-specific availability recommendations
Dynamic Availability Updates
Given a participant updates their calendar availability When the update is received Then the system automatically recalculates and refreshes the optimal windows in the user interface without manual intervention
Historical Attendance Optimization
Given historical meeting attendance data When the user requests optimized scheduling Then the system incorporates past attendance trends into the overlap analysis and adjusts recommended time windows accordingly
Automated Calendar Integration
"As a team member, I want my calendar to be automatically synced with SyncPulse so that my availability is always up to date without manual configuration."
Description

SyncPulse seamlessly integrates with major calendar platforms (e.g., Google Calendar, Outlook, iCal) via secure APIs, enabling real-time access to availability data. This integration ensures that changes in schedules are immediately reflected, allowing the AI engine to recalibrate optimal windows without manual input or delays.

Acceptance Criteria
First-Time User Calendar Authorization
Given a new user opts to connect their calendar, when they select Google Calendar, then the OAuth authorization flow completes successfully, and SyncPulse displays a confirmation message within 5 seconds.
Real-Time Availability Reflection
Given an existing calendar integration, when the user adds, modifies, or deletes an event in their calendar, then SyncPulse updates the user's availability in the system within 2 minutes.
Cross-Platform Availability Aggregation
Given a user has connected multiple calendars, when merging availability, then SyncPulse aggregates free/busy slots across all calendars and displays a unified availability schedule without discrepancies.
Revoked Access Handling
Given a user revokes calendar access from the provider, when SyncPulse attempts to fetch calendar data, then it detects the revocation within 5 minutes, marks the integration as invalid, and notifies the user to re-authorize.
Secure API Connection and Data Transmission
Given any calendar API call, when data is transmitted or tokens are exchanged, then the connection uses OAuth 2.0 with tokens encrypted at rest, and no unencrypted credentials are stored.
Real-Time Rescheduling Notifications
"As a meeting organizer, I want to receive real-time notifications when the scheduled session time changes so that I can inform participants immediately and adjust my plans accordingly."
Description

The system sends instant alerts to stakeholders when optimal collaboration windows shift due to changes in availability. Notifications via email, Slack, or in-app messages ensure that meeting organizers and participants are promptly informed of revised session times, reducing confusion and no-shows.

Acceptance Criteria
Meeting Organizer Email Alert
Given the optimal collaboration window shifts due to a participant’s availability update, when the meeting organizer’s notification preference is set to email, then the system sends an email with the revised meeting time to the organizer within one minute of the change.
Participant Slack Notification
Given a session time adjustment occurs, when participants have linked their Slack accounts and opted in for Slack notifications, then the system posts a direct message in Slack to each participant containing the new meeting details within 60 seconds.
In-App Message for Rescheduling
Given the collaboration window is rescheduled, when users open the PulseJoy application within five minutes of the change, then an in-app notification banner appears displaying the new session time and a one-click reschedule confirmation button.
Multiple Time Zone Updates
Given team members across different time zones affect the optimal window, when availability changes trigger multiple timezone recalculations, then the system sends notifications in each user’s local time format via their preferred channel within one minute of the recalculation.
User Preference Notification Delivery
Given users have configured multiple notification channels, when an update occurs, then the system delivers the notification through all preferred channels (email, Slack, in-app) and logs successful delivery for each channel within two minutes.
Customizable Meeting Preferences
"As a team member, I want to set my preferred working hours and blackout dates so that suggested meeting times respect my boundaries and existing commitments."
Description

Users can define personal and team-level preferences (e.g., preferred working hours, blackout dates, maximum meeting length) to tailor the AI scheduling recommendations. These preferences inform the optimization engine, ensuring that proposed windows align with both individual and organizational constraints.

Acceptance Criteria
Preferred Working Hours Configuration
Given a user accesses the meeting preferences panel When they set their preferred start and end work times for each weekday Then the AI scheduling engine only proposes meeting windows that fall within those specified hours.
Blackout Dates Management
Given a user marks specific dates as blackout periods When the AI engine generates available meeting slots Then no meetings are scheduled on any of the user’s blackout dates.
Maximum Meeting Length Enforcement
Given a user defines a maximum allowed meeting duration When the AI scheduling engine proposes sessions Then all suggested meetings do not exceed the user’s maximum meeting length setting.
Preference Impact on AI Schedule Suggestions
Given a user has both personal and team-level preferences configured When the AI scheduling engine optimizes meeting times Then the suggested windows respect all individual and aggregated team constraints without conflicts.
Team-Level Preference Overrides
Given a team lead adjusts team-wide blackout dates and working hours When individual members’ personal preferences conflict Then the system prioritizes and applies the team-level settings over personal preferences for all group scheduling.
AI-Powered Attendance Prediction
"As a team lead, I want to see predicted attendance metrics for each scheduling option so that I can choose a time with the best chance of full participation."
Description

Leveraging historical attendance data and participation patterns, SyncPulse predicts the likelihood of attendee presence for each proposed time window. Visual indicators display predicted attendance rates, helping organizers choose sessions with the highest expected engagement.

Acceptance Criteria
Predicting Attendance for Weekly Stand-ups
Given historical attendance data for the past 12 weekly stand-ups, when the system processes a proposed time window, then it displays a predicted attendance rate within ±5% of the actual historical average for that time slot.
Visual Indicator Accuracy for Client Meetings
Given predicted attendance rates, when the system renders the visual indicator, then it shows green for ≥80%, yellow for 50–79%, and red for <50% according to the defined thresholds.
Handling New Participant Schedules
Given a new team member with no prior attendance history, when generating predictions for a session, then the system uses the team’s overall average attendance as the predicted rate and labels the prediction as “insufficient data”.
Dynamic Adjustment for Unexpected Availability Changes
Given last-minute availability updates received within two hours of the session start, when the system ingests the new data, then it recalculates and updates the predicted attendance rate within two minutes.
User Interaction with Predicted Rates Dashboard
Given the attendance prediction dashboard, when a user hovers over a predicted attendance icon, then a tooltip appears displaying the percentage value and a brief breakdown of contributing factors.
Conflict Resolution Optimization
"As a team lead, I want the system to suggest alternative meeting times when conflicts occur so that I can easily resolve scheduling issues without manual back-and-forth."
Description

When overlapping constraints or high-demand slots arise, the AI proposes alternative schedules by balancing the trade-offs between maximizing attendance and respecting key preferences. The system ranks these options and provides rationale, empowering organizers to make informed scheduling decisions.

Acceptance Criteria
High-Demand Slot Conflict Emergence
Given a high-demand time slot with conflicting attendee availabilities, when the AI generates alternative schedules, then it must present at least three distinct time slots, each ranked by projected attendance percentage and accompanied by rationale for their selection.
Overlapping Team Availability Constraints
Given multiple teams with overlapping availability constraints, when the system optimizes schedules, then it must respect at least 90% of key attendee preferences while maximizing overall attendance overlap, displaying a numeric overlap score for each option.
Preference-Rich Schedule Recommendations
Given organizer-assigned preference weights, when alternative schedules are generated, then the top-ranked option must achieve a preference compliance score of at least 80% and an attendance prediction of at least 75%.
Rationale Transparency Display
Given a list of proposed alternative schedules, when displayed to the organizer, then each option must show trade-off metrics including number of attendees accommodated, percentage of key preferences met, and a concise textual rationale for its ranking.
Organizer Decision Support Action
Given the organizer selects one of the proposed schedule options, when the selection is confirmed, then the system must log the chosen option along with its attendance projection and preference compliance score, and export a decision summary for audit purposes.

RiftRelay

Automatically rotates micro-tasks among teammates to bridge time-zone gaps. As one member’s day ends, RiftRelay escalates work to the next available colleague, maintaining momentum and preventing idle time in cross-border workflows.

Requirements

Time Zone Detection
"As a team lead, I want the system to detect each teammate’s local time zone and working hours so that tasks only rotate when colleagues are available, preventing delays or out-of-hours interruptions."
Description

Implement a mechanism to automatically detect each user’s local time zone and working hours based on their profile settings or device settings, ensuring that task rotations occur only during active collaboration windows. This feature integrates with existing user profiles, providing accurate time boundaries to prevent tasks from being assigned outside of a teammate’s normal working day.

Acceptance Criteria
Automatic Time Zone Detection During Signup
Given a new user completes the signup process, When the system reads the user’s device settings, Then the user’s local time zone is automatically detected and populated in the user’s profile; And the detected time zone is visible to the user on the confirmation screen.
Fallback to Device Time Zone on Profile Absence
Given an existing user has not set a time zone in their profile, When they log in from their device, Then the system falls back to detecting the time zone from the device settings; And the detected time zone is saved to the user’s profile and displayed on the settings page.
Working Hours Scheduling for Task Rotation
Given a user’s time zone and working hours are stored, When scheduling a micro-task rotation, Then the system schedules tasks only within the user’s defined working hours window; And no tasks are assigned outside of the user’s active collaboration window.
Time Zone Update on Profile or Device Change
Given a user updates their profile time zone or changes device settings, When the system detects the change, Then the user’s time zone is updated in real time; And any upcoming task rotations are recalculated to align with the new time zone and working hours.
Conflict Resolution Between Profile and Device Settings
Given there is a mismatch between the profile time zone and the device time zone, When the user logs in, Then the system prompts the user to confirm which time zone to use; And upon confirmation, the selected time zone is applied to task scheduling and saved to the profile automatically.
Task Queue Management
"As a project manager, I want tasks to be automatically queued and assigned to the next available teammate so that work continues seamlessly across time zones without manual handoffs."
Description

Develop a robust task queue engine that maintains a list of micro-tasks and dynamically assigns them to the next available teammate based on real-time availability. The engine should support task prioritization, ordering, and shuffling to balance workload evenly across the team.

Acceptance Criteria
End-of-Day Task Escalation
Given a micro-task is pending as a teammate’s workday ends When no other teammate is marked available Then the system automatically escalates the task to the next teammate in the rotation and sends a notification within 2 minutes
Real-Time Availability Detection
Given teammates have configured working hours When a teammate logs in or logs out Then their availability status is updated in the queue engine within 30 seconds and pending tasks are reassigned if needed
Balanced Workload Distribution
Given multiple pending micro-tasks When tasks are assigned Then the engine distributes tasks so that no teammate’s total exceeds the team average by more than two tasks
Priority-Based Task Ordering
Given tasks have assigned priority levels When the queue is processed Then tasks with higher priority are placed at the front of the queue and assigned before any lower-priority tasks
Manual Task Shuffling
Given a team lead triggers a shuffle When the shuffle command is executed Then tasks are randomly redistributed among currently available teammates without violating existing priority order
Notification and Escalation System
"As a developer, I want to receive timely alerts when a task is assigned to me so that I can pick it up immediately and avoid idle time in the workflow."
Description

Build a notification framework that alerts teammates when a task is pending and escalates unclaimed tasks after a configurable timeout. Notifications should be delivered via email, in-app alerts, or Slack integrations, ensuring teammates are promptly informed of new assignments.

Acceptance Criteria
New Task Notification Delivery
Given a micro-task is created by RiftRelay, when the task is assigned, then the assigned teammate receives notifications via email, in-app alert, and Slack within 2 minutes.
Unclaimed Task Escalation
Given a task remains unclaimed for the configured 30-minute timeout, when the timeout elapses, then the system escalates the task to the next available teammate and sends them notifications through all configured channels.
Configurable Timeout Adjustment
Given a team lead updates the escalation timeout value in settings, when the new timeout is saved, then subsequent tasks use the updated timeout value for escalation.
Failed Notification Retry
Given a notification attempt fails due to a transient error, when the system detects the failure, then it retries delivery up to two additional times at 5-minute intervals.
Notification Preference Respect
Given a teammate has disabled Slack notifications, when a task assignment occurs, then the system sends notifications only via email and in-app alert, omitting Slack.
Retry and Escalation Logic
"As an operations lead, I want the system to automatically retry and escalate unclaimed tasks so that no micro-task is left incomplete due to unavailability."
Description

Define rules for automatic retries and escalations when a task remains unacknowledged. The logic should allow configurable retry intervals, escalation thresholds, and fallback users or groups to ensure no task remains stagnant.

Acceptance Criteria
Configurable Retry Interval
Given a task remains unacknowledged after the configured retry interval When the retry interval elapses Then the system automatically retries assignment to the original user and increments the retry count
Escalation After Max Retries
Given a task has reached the maximum retry attempts When the final retry attempt fails Then the system escalates the task to the configured fallback user or group and sends a notification to the new assignee
Fallback User Group Assignment
Given a task is escalated and no individual fallback user is available When the escalation occurs Then the task is assigned to the designated fallback group and all group members receive an escalation alert
Override Escalation Threshold
Given an administrator updates the escalation threshold settings When the new threshold value is saved Then all subsequent tasks use the updated threshold value for determining escalation timing
Audit Logging for Retry and Escalation
Given a retry or escalation action is performed When the action completes Then an audit log entry is created capturing the timestamp, original assignee, retry count, escalation recipient, and action type
Configuration Dashboard
"As a team lead, I want a dashboard to customize rotation rules and view assignment analytics so that I can optimize cross-time-zone collaboration and track performance."
Description

Create an administrative dashboard where team leads can configure rotation rules, set working-hour policies, define escalation parameters, and monitor real-time task assignments. The dashboard should display analytics on task handoffs and response times.

Acceptance Criteria
Configuring Rotation Rules
Given a team lead navigates to the Rotation Rules tab When the lead defines a new rotation rule with valid parameters Then the rule is persisted in the system, displayed in the rule list, and applied to subsequent task assignments
Setting Working Hour Policies
Given a team lead opens the Working Hour Policies section When the lead sets start and end times for each time zone without overlap Then the policy is validated, saved, and a confirmation message is displayed
Defining Escalation Parameters
Given a team lead accesses the Escalation Parameters section When the lead specifies escalation thresholds and order Then the parameters are stored correctly and tasks escalate according to the defined configuration
Monitoring Real-time Task Assignments
Given the dashboard is loaded When active tasks exist Then the Real-time Task Assignments panel refreshes automatically every minute showing current task-owner mappings with timestamps
Viewing Analytics on Task Handoffs and Response Times
Given the analytics section is selected When the lead filters data for the last seven days Then charts display the number of handoffs and average response times per time zone with accurate labels and applied filters

Overlap Oracle

Provides predictive insights into future collaboration overlaps by analyzing team calendars, work patterns, and historical engagement data. Overlap Oracle recommends the best times for group challenges, meetings, or pair coding sessions to maximize participation.

Requirements

Unified Calendar Sync
"As a team lead, I want all team members' calendars synchronized automatically so that I can rely on accurate availability data for overlap predictions without manual imports."
Description

Enable seamless integration with multiple calendar platforms (e.g., Google Calendar, Outlook, iCal) to aggregate user availability data in real-time, ensuring the Overlap Oracle has up-to-date scheduling information for predictive analysis. This includes automated authentication, periodic synchronization, conflict resolution, and data normalization across diverse calendar formats.

Acceptance Criteria
Initial Calendar Authentication
Given a user attempts to connect their Google Calendar, When they authorize via OAuth, Then the system stores a valid token and confirms successful integration within 5 seconds.
Real-time Sync of Availability Data
Given a connected calendar, When changes occur in a user's calendar (event creation, update, deletion), Then the system synchronizes these changes to the unified calendar within 2 minutes and logs the update.
Conflict Resolution Handling
Given overlapping events from multiple calendars, When a scheduling conflict is detected, Then the system applies predefined rules to resolve conflicts and notifies the user of any unresolved overlaps.
Multi-Platform Data Normalization
Given events from Google, Outlook, and iCal calendars, When data is ingested, Then the system normalizes date, time, time zone, and recurrence patterns into a unified format with 100% data integrity and no loss of information.
Scheduled Synchronization Verification
Given the system's periodic sync schedule, When the cron job runs every 10 minutes, Then the system completes a full sync cycle without errors and logs summary metrics for successful synchronizations.
Predictive Overlap Algorithm
"As a project manager, I want the system to predict the best time slots for team collaboration so that we maximize participation and productivity during group challenges."
Description

Develop a machine learning-based algorithm that analyzes historical engagement patterns, calendar data, and individual work rhythms to forecast optimal collaboration windows. The algorithm should factor in time zones, meeting durations, and past participation rates to score and rank potential overlap periods for group activities.

Acceptance Criteria
Identifying Daily Peak Overlap Windows
Given the algorithm has access to team members’ calendar data and work patterns When generating daily overlap scores Then the top three time windows with the highest combined availability score are returned, sorted in descending order
Accounting for Time Zone Differences
Given team members are spread across multiple time zones When the algorithm calculates overlap periods Then it normalizes times to each member’s local time and ensures no suggested window falls outside 8am–6pm local working hours
Incorporating Historical Participation Rates
Given a history of participation rates for prior sessions When scoring potential overlap periods Then each window’s score is adjusted by a factor proportional to its historical participation rate, with higher past engagement increasing its rank
Integrating Meeting Duration Constraints
Given standard meeting durations of 30, 45, and 60 minutes When proposing overlap windows Then the algorithm only returns windows that can accommodate the selected duration without conflicts in any participant’s calendar
Real-time Calendar Data Updates
Given a mid-day calendar update (e.g., a new meeting is scheduled) When the algorithm is re-run Then the suggested overlap windows reflect the latest calendar changes within 2 minutes of data sync
Smart Suggestion Notifications
"As a developer, I want to receive timely notifications suggesting optimal meeting times so that I can quickly schedule sessions without checking multiple calendars."
Description

Implement a notification system that proactively suggests recommended collaboration slots derived from the Overlap Oracle analysis. Notifications should be delivered via in-app alerts, email, or chat integrations at configurable intervals, providing actionable time suggestions with one-click scheduling options.

Acceptance Criteria
In-App Alert for Collaboration Slot Suggestion
Given a team lead with overlapping free periods When the configuration interval elapses Then the system displays a notification in the app with at least three suggested time slots and a 'Schedule Now' button
Email Notification Delivery
Given a valid email address for the user When the recommendation interval arrives Then the user receives an email containing subject line 'PulseJoy Collaboration Suggestions' and at least three time slot options with direct scheduling links
Chat Integration Suggestion
Given the user’s chat integration is enabled When the Overlap Oracle generates new slot recommendations Then the system posts a formatted message in the designated channel or direct message including suggested times and a one-click schedule command
One-Click Scheduling Execution
Given a user clicks a scheduling link or button in any notification When the click is received Then the system automatically creates a calendar event with selected participants, time slot, and challenge metadata
Configurable Notification Frequency
Given the user accesses notification settings When the user updates the suggestion interval to daily, weekly, or hourly Then the system respects and applies the new interval for subsequent notifications
Overlap Customization Dashboard
"As a team lead, I want to adjust prediction settings and visualize suggested time windows so that the recommendations align with my team's unique work preferences."
Description

Create a user-friendly dashboard where team leads can customize prediction parameters such as preferred collaboration windows, excluded time blocks, weighting of historical data, and notification thresholds. The dashboard should visualize predicted overlaps and allow manual adjustments before scheduling.

Acceptance Criteria
Preferred Collaboration Window Configuration
Given a team lead opens the Overlap Customization Dashboard, When they select a start and end time for preferred collaboration windows, Then the dashboard highlights these windows on the calendar and saves the settings successfully.
Excluded Time Blocks Setup
Given a team lead excludes specific time blocks on the dashboard, When they input multiple non-overlapping time ranges, Then the system grays out those blocks and prevents predictions during those times.
Historical Data Weighting Adjustment
Given a team lead adjusts the weighting slider for historical engagement data, When the slider value changes between minimum and maximum, Then the dashboard recalculates and displays updated predicted overlaps based on the new weight.
Notification Threshold Customization
Given a team lead configures notification thresholds for predicted overlaps, When they set a percentage threshold value, Then the system triggers notifications only when predicted overlap confidence meets or exceeds the configured threshold.
Predicted Overlaps Manual Adjustment
Given a team lead reviews the visualized predicted overlaps, When they manually adjust a suggested time slot, Then the system updates the recommendation and retains both original and adjusted slots for scheduling.
Insightful Overlap Analytics
"As a stakeholder, I want analytics on past collaboration overlaps so that I can assess engagement trends and refine scheduling strategies."
Description

Provide detailed reporting and analytics on collaboration overlap trends over time, including heatmaps of participation density, average attendance rates, and success metrics for past scheduled sessions. Reports should be exportable and support date-range filtering.

Acceptance Criteria
Heatmap Visualization Scenario
Given the user filters by date range and team members, When the system generates the heatmap, Then the participation density is accurately represented for each hourly block, And the color scale legend is displayed correctly, And no data points outside the selected range are shown.
Attendance Rate Calculation Scenario
Given historical session data over the selected period, When calculating average attendance, Then the system displays attendance rates with ±0.5% accuracy, And results are broken down by each team member and session type.
Success Metrics Trend Analysis Scenario
Given past scheduled sessions, When generating success metrics reports, Then metrics such as completion rate, engagement score, and session feedback are computed, And trends are plotted correctly over the selected time range.
Exportable Report Scenario
Given a user has generated analytics for a date range, When the user selects 'Export', Then CSV and PDF files are available for download, And the exports contain all displayed heatmaps, tables, and charts, And the file formats adhere to company data template standards.
Interactive Date-Range Filtering Scenario
Given the analytics dashboard is open, When the user adjusts the date-range slider or inputs custom dates, Then analytics and visualizations update within 2 seconds, And the updated data reflects only the newly selected date range.

BurstHub

Schedules short, focused collaboration sessions—‘bursts’—that align with everyone's working hours. BurstHub creates 15-minute joint tasks or problem-solving challenges, fostering quick wins and energizing remote teams without disrupting individual schedules.

Requirements

Burst Session Scheduler
"As a team lead, I want to schedule 15-minute collaborative bursts at times that suit all participants so that remote teams can engage without disrupting their work."
Description

Implement a scheduling engine that allows team leads to create and manage 15-minute Burst sessions. The engine should integrate with users’ existing calendar systems (e.g., Google Calendar, Outlook) to fetch availability, propose optimal times based on participants’ working hours, and automatically send out invites. The system must handle recurring sessions, allow manual adjustments, and ensure sessions do not overlap with existing commitments. Expected outcomes include streamlined scheduling, reduced coordination overhead, and higher attendance rates for Bursts.

Acceptance Criteria
Availability Fetch and Display
Given a team lead selects a date range and participants When the scheduler fetches availability from Google Calendar and Outlook APIs Then the system displays all participants' free time slots in a unified view within 5 seconds
Optimal Time Proposal
Given participants' working hours and fetched availability When the team lead clicks 'Propose Times' Then the system suggests up to three 15-minute slots that maximize attendance without conflicts
Invite Dispatch and Confirmation
Given an optimal slot is selected by the team lead When the team lead confirms the slot Then the system sends calendar invites to all participants and each participant receives a confirmation email within 2 minutes
Recurring Session Management
Given a team lead configures a weekly recurring burst session When the recurrence parameters are saved Then the system creates individual calendar events for each occurrence and allows edits to the entire series or single instances
Conflict Prevention and Manual Adjustment
Given a proposed session overlaps with existing commitments When the scheduler detects a conflict Then the system alerts the team lead, highlights conflicting events, and enables manual time adjustments before final confirmation
Time Zone Optimizer
"As a remote team member, I want the system to propose meeting times that fit my local working hours so that I can participate in Bursts without inconvenience."
Description

Develop a time zone optimization module that automatically calculates participants’ local working hours and proposes Burst session times that fit within everyone’s preferred windows. The module should account for daylight saving changes, generate conflict-free suggestions, and highlight any unavoidable out-of-hours sessions. Integration with the scheduler ensures seamless time conversion and display in each user’s local time zone. The goal is to minimize manual time conversions and prevent scheduling conflicts across global teams.

Acceptance Criteria
Preferred Working Hours Calculation
Given a set of participants with configured working hour windows, when the optimizer runs, then it calculates and displays at least three proposed Burst session times that fall entirely within each participant’s preferred window.
Daylight Saving Adjustment
Given participants in regions with upcoming daylight saving changes, when scheduling sessions, then the optimizer adjusts all proposed times to account for DST shifts and notifies users of the updated local times.
Conflict-Free Session Suggestion
Given multiple teams with overlapping and non-overlapping availability, when generating suggestions, then the optimizer provides session times with zero scheduling conflicts and labels any overlapping slots as unavailable.
Out-of-Hours Highlighting
Given scenarios where no fully in-window time exists, when suggestions are generated, then the system flags sessions requiring out-of-hours participation and indicates which team members will be affected.
Local Timezone Display Integration
Given accepted session times, when viewing the scheduler, then each participant sees the Burst session time converted and displayed in their local timezone without manual input.
Burst Notifications
"As a developer, I want timely reminders for upcoming Bursts so I can join sessions promptly."
Description

Create a notification subsystem that sends multi-channel reminders for upcoming Burst sessions. Notifications should be configurable via email, in-app push, or Slack integration, delivered at customizable intervals (e.g., 15 minutes and 5 minutes before start). Each notification must include session details, a one-click join link, and any relevant preparation materials. The system should support retry logic and delivery tracking to ensure participants receive timely alerts and can join sessions promptly.

Acceptance Criteria
Configurable Email Reminder
Given a user has enabled email notifications and configured reminders at 15 and 5 minutes before a Burst session, when the scheduled time is reached, then the system sends an email with session details, one-click join link, and preparation materials.
In-App Push Notification Delivery
Given a user is logged into the PulseJoy app with push notifications enabled, when a Burst session is 5 minutes away, then the app displays a push notification containing the session name, start time, join link, and relevant materials.
Slack Channel Alert
Given a team integrates their Slack workspace and subscribes to Burst notifications, when a Burst session is 15 minutes from starting, then the system posts a message in the designated Slack channel with session details, a join link, and preparation notes.
Customizable Notification Intervals
Given a user accesses the notification settings, when they select custom reminder intervals, then the system schedules notifications at the specified times prior to each session and confirms the updated schedule in the UI.
Retry Logic on Delivery Failure
Given the system fails to deliver a notification via any channel, when the initial delivery attempt fails, then the system retries delivery up to three times at one-minute intervals and logs each attempt’s outcome.
Delivery Tracking and Audit Log
Given any notification is sent, when delivery occurs or fails, then the system records the timestamp, channel, recipient, and delivery status in an audit log accessible to administrators.
Session Activity Feed
"As a participant, I want to see shared notes and chat during a Burst so that I can contribute effectively."
Description

Implement a real-time collaboration interface within each Burst session. The feed should support live chat, shared notes, code snippets, and a simple whiteboard for sketches. Participants can post updates, vote on ideas, and mark tasks as complete. The interface must synchronize instantly across all clients and persist session artifacts for later review. Expected benefits include enhanced engagement during Bursts and an easily accessible record of outcomes.

Acceptance Criteria
Real-time Message Synchronization
Given participants are in the same Burst session, when a user sends a chat message, then all clients display the message within 200ms of sending.
Collaborative Note Taking
Given multiple participants editing the shared notes, when one user adds or updates a note entry, then the change appears in real-time on all other clients and is saved to the session log.
Code Snippet Sharing
Given a participant submits a code snippet, when the snippet is posted to the feed, then it displays with correct syntax highlighting and is visible to all participants immediately.
Idea Voting and Task Completion
Given ideas and tasks are posted in a session, when a participant votes on an idea or marks a task complete, then the vote count updates instantly and completed tasks are visually distinguished and recorded.
Session Artifact Persistence
Given a session has concluded, when a user accesses the session history, then chat messages, notes, code snippets, whiteboard sketches, vote tallies, and task statuses are available for review and export.
Burst Performance Analytics
"As a team lead, I want analytics on Burst sessions so I can measure engagement and effectiveness."
Description

Build an analytics dashboard to track key metrics for BurstHub sessions, including attendance rates, average completion time, participation levels, and session success scores. The dashboard should allow filtering by team, date range, and session type, and export data for external reporting. Visualizations (e.g., charts, heatmaps) will help team leads identify engagement trends and optimize future sessions. This feature aims to provide actionable insights for continuous improvement of remote collaboration.

Acceptance Criteria
Viewing Overall BurstHub Session Metrics
Given a team lead accesses the analytics dashboard, When the dashboard loads, Then it displays attendance rates, average completion times, participation levels, and session success scores for the past seven days with values matching backend calculations.
Filtering Analytics by Team and Date Range
Given a team lead selects a team and date range filters, When the filters are applied, Then the dashboard updates to show only sessions matching the selected team and date range, and the applied filters are clearly indicated.
Exporting BurstHub Session Data
Given a team lead clicks the export button, When the dashboard data is filtered or unfiltered, Then a CSV file containing all displayed metrics and session details is generated and downloaded within five seconds.
Visualizing Participation Trends
Given sessions span multiple weeks, When the team lead views participation charts and heatmaps, Then visualizations accurately plot participation levels over time with correct labels, color scales, and interactive tooltips showing precise values.
Monitoring Session Success Scores
Given session success is calculated by a weighted formula, When the analytics dashboard lists sessions, Then sessions are sortable by success score in descending order, and the top five sessions by score are highlighted by default.

AutoNudge

Delivers intelligent reminders and countdown alerts tailored to each teammate’s time zone and preferred notification window. AutoNudge ensures everyone is prepped for upcoming overlap challenges, reducing missed sessions and boosting punctuality.

Requirements

Time Zone Synchronization
"As a remote team member, I want the system to automatically detect my local time zone so that reminders and alerts are always accurate without manual configuration."
Description

Automatically detect and synchronize each user’s time zone using device settings and profile preferences, ensuring reminders and countdown alerts are always displayed at the correct local time. This feature integrates with the user profile service and updates dynamically when users travel or adjust their system clock, preventing confusion and missed notifications.

Acceptance Criteria
Initial Time Zone Detection
Given a new user logs in on a device with valid system time settings When the Time Zone Synchronization feature runs Then the user’s detected device time zone is accurately retrieved and stored in their user profile
Dynamic Time Zone Update on Travel
Given a user crosses into a different time zone When the device locale or network time updates Then the application updates the user’s profile time zone within five minutes and adjusts all scheduled reminders accordingly
Profile Preference Override
Given a user manually sets a time zone in their profile When there is a conflict between device-detected time zone and profile preference Then the system uses the profile-preferred time zone for all reminder scheduling
System Clock Change Handling
Given a user adjusts their system clock backward or forward When the Time Zone Synchronization service detects the clock change Then the application reconciles the change against the user’s last known time zone and retains correct local times for upcoming alerts
Consistent Time Display Across Multiple Devices
Given a user is logged in on multiple devices When the user schedules or views reminders Then each device displays the same local time for reminders with no more than one minute variance
Fallback to UTC on Detection Failure
Given the application fails to detect the device time zone When scheduling a reminder Then the system defaults to UTC time and prompts the user to manually select a valid time zone
Custom Notification Preferences
"As a team lead, I want to set my preferred notification times so that I only receive reminders when I’m most receptive and not during off-hours."
Description

Allow users to configure their preferred notification windows (e.g., morning, afternoon, evening) and select blackout periods to avoid disturbances. Preferences are stored per user and respected by the AutoNudge scheduler, improving user satisfaction by delivering reminders at optimal times and reducing notification fatigue.

Acceptance Criteria
User Sets Morning Notification Window
Given the user opens notification preferences, when they select a morning window (e.g., 8:00–10:00) and save, then the system stores the window and schedules all AutoNudge reminders within that time frame only.
User Defines Blackout Period
Given the user defines a blackout period (e.g., 22:00–06:00) and saves, then no reminders or notifications are delivered during that interval regardless of overlap sessions.
Preferences Persist Across Devices and Sessions
Given the user sets notification preferences on one device, when they log in on another device or a later session, then the previously saved preferences are loaded and applied by the scheduler.
AutoNudge Honors User Time Zone and Preferences
Given the user’s time zone and notification window are configured, when an overlap challenge is scheduled, then AutoNudge sends reminders only within the configured window in the user’s local time zone.
Invalid Preference Input Is Rejected
Given the user enters an invalid time range (e.g., start time is after end time), when they attempt to save preferences, then the system displays a validation error and prevents saving until corrected.
Countdown Reminder Alerts
"As a developer participating in an overlap challenge, I want countdown reminders so that I can wrap up my current work and join on time."
Description

Implement countdown-style alerts (e.g., '15 minutes until overlap session') that update in real time and display in the app UI, email, or push notification. Countdown alerts help build anticipation for upcoming sessions and ensure participants are prepared, increasing punctuality and engagement.

Acceptance Criteria
Scheduled Email Countdown Reminder Trigger
Given a user has an upcoming overlap session in 15 minutes, when the system hits the 15-minute mark, then an email reminder containing a live countdown and session details is sent to the user successfully.
In-App Push Notification Display
Given a teammate has enabled push notifications, when the countdown reaches the configured threshold (e.g., 10 minutes), then the app displays a push notification with the remaining time and a link to the session.
Time Zone Accurate Countdown Calculation
Given users in different time zones, when the system schedules a countdown alert, then the alert trigger time is correctly converted to each user’s local time without rounding errors.
Custom Notification Window Respect
Given a user’s preferred notification window is between 8 AM and 6 PM local time, when a session countdown falls outside this window, then no alerts are sent until the window reopens.
Real-Time UI Countdown Update
Given a user is viewing the overlap session page, when the session start time is within 30 minutes, then the UI displays a dynamically updating countdown timer that refreshes at least once per minute.
Intelligent Reminder Scheduling
"As a project manager, I want reminders scheduled at optimal times based on team behavior so that participation in overlap sessions is maximized without interrupting peak work periods."
Description

Develop an AI-driven scheduler that analyzes user calendars, past responsiveness, and workload to determine the optimal times to send reminders. The scheduler adjusts timing based on individual user behavior patterns and team-wide schedules to maximize attendance and minimize disruptions.

Acceptance Criteria
Calendar Analysis Initialization
Given the user has connected their calendar When the scheduler performs initial analysis Then it identifies at least three available time slots within the next seven days with less than 50% calendar occupancy
User Behavior Adaptation
Given historical reminder response data exists When selecting reminder times Then reminders are scheduled at least 15 minutes before events based on the user’s average response delay
Time Zone Alignment
Given each team member’s time zone and preferred notification window When generating reminders Then alerts are delivered between 8:00 AM and 6:00 PM local time for each recipient
Workload Sensitivity
Given workload indicators such as busy calendar entries and task deadlines When scheduling reminders Then non-critical reminders are deferred to off-peak times without conflicting with existing commitments
Overlap Challenge Reminder
Given an upcoming team overlap challenge When the scheduler issues countdown alerts Then all participants receive reminders at 24 hours, 1 hour, and 10 minutes before the start
Multi-Channel Notification Delivery
"As a remote engineer, I want to receive reminders through my preferred channel so that I don’t miss important overlap session alerts even if I’m away from one device."
Description

Support delivery of AutoNudge notifications via multiple channels, including mobile push, email, and in-app banners. Users can choose their preferred channels, and the system falls back to alternate channels if the primary delivery fails, ensuring critical reminders are never missed.

Acceptance Criteria
User Channel Preference Selection
Given a user has selected mobile push and email as their preferred channels, when an AutoNudge reminder is generated, then the system sends the notification via both mobile push and email within 5 seconds of generation.
Primary Channel Delivery Failure Fallback
Given the system fails to deliver a push notification due to a network error, when the delivery error is detected, then the system automatically retries via email within 2 minutes and logs the fallback event.
In-App Banner Notification Rendering
Given a user is actively using the PulseJoy app when an AutoNudge reminder is triggered, when the notification is sent, then an in-app banner appears at the top of the screen, displays the correct reminder details, and can be dismissed by the user.
Cross-Time Zone Timing Accuracy
Given teammates are in different time zones with individual notification windows, when an overlap challenge is scheduled, then each teammate receives the reminder at their local preferred time and no earlier than 5 minutes before the event start.
User Updated Channel Preferences
Given a user updates their notification preferences to only in-app banners, when the next AutoNudge is generated, then the system sends the reminder solely as an in-app banner and no push or email notification is dispatched.

Mission Trail

An interactive roadmap that visualizes a clear path of micro-missions, showing new hires which tasks lie ahead and how each connects to real project milestones. By breaking onboarding into bite-sized steps, it reduces overwhelm, sets expectations, and celebrates each forward movement.

Requirements

Interactive Roadmap Visualization
"As a new hire, I want to see an interactive roadmap of my onboarding tasks so that I understand the sequence, dependencies, and my overall progress during training."
Description

An intuitive, interactive visual dashboard that maps out each onboarding micro-mission on a timeline, allowing new hires to click into individual tasks, view progress indicators, and understand how their daily goals connect to overarching project milestones.

Acceptance Criteria
Initial Roadmap Overview
Given the new hire logs into the Mission Trail dashboard for the first time When the interactive roadmap loads Then all micro-missions are displayed in chronological order on a horizontal timeline with each node labeled with its title and status color-coded according to completion state
Task Detail Drill-Down
Given the user clicks on a specific mission node When the detail panel opens Then it displays the mission’s description, estimated duration, progress indicator, and a link to any related resources or documentation
Progress Tracking Feedback
Given the user marks a micro-mission as completed When the completion action is confirmed Then the corresponding node updates its color to green, the overall progress bar increments by the correct percentage, and a confirmation message appears
Milestone Connection Visualization
Given multiple micro-missions are displayed When the user hovers over or selects a mission node Then connecting lines highlight the relationship between that mission and its parent milestone, with tooltip text showing the milestone’s name
Completion Celebration Display
Given the user completes the final micro-mission for a milestone When the completion is registered Then a celebratory animation plays on the final node and a modal dialog appears summarizing the milestone achievement and suggesting next steps
Micro-Mission Task Breakdown
"As a new hire, I want each mission broken into small, clear tasks so that I can approach onboarding without feeling overwhelmed and know exactly what to work on next."
Description

A structured breakdown of each mission into detailed, bite-sized tasks with descriptions, estimated effort, due dates, and links to required resources or documentation, ensuring clarity and focus for each step.

Acceptance Criteria
Task Details Display
Given a user views the micro-mission breakdown, when they select a specific mission, then each task is listed with a clear description, an estimated effort, a due date, and at least one resource link.
Estimated Effort Formatting
Given a task has an effort estimate, when displayed in the UI, then the effort appears in hours (whole or half increments) followed by the label “hrs.”
Due Date Validation
Given a task includes a due date, when shown in the task breakdown, then the date is formatted as YYYY-MM-DD and falls on or after the mission start date and on or before the mission end date.
Resource Link Accessibility
Given a task provides resource links, when a user clicks any link, then it opens in a new browser tab and returns an HTTP 200 status within five seconds.
Task Metadata Edit
Given a team lead updates task metadata, when they modify the description, estimated effort, due date, or resource link, then the changes are saved and immediately visible in the task breakdown list.
Progress Milestone Notifications
"As a new hire, I want to receive notifications when I complete a mission or hit a milestone so that I feel acknowledged and stay motivated through my onboarding journey."
Description

Automated real-time notifications that alert users when they complete a task or reach a key milestone, integrated into PulseJoy’s notification system and offering instant peer recognition to reinforce positive actions.

Acceptance Criteria
Task Completion Notification Delivery
Given a user completes a task on the Mission Trail, when the system records the completion, then a real-time in-app notification appears within 2 seconds.
Key Milestone Peer Recognition Broadcast
Given a user reaches a predefined milestone, when the milestone is achieved, then the system automatically sends a peer recognition prompt to at least three team members.
Cross-Timezone Notification Synchronization
Given tasks completed in different time zones, when a notification is generated, then it is delivered during each user’s local active hours without delay or batching.
Notification Persistence and History Logging
Given a notification is sent, when a user opens their notification panel, then the notification is listed in chronological order and accessible in the user’s history log.
Multi-channel Notification Delivery
Given a user completes a mission milestone, when the notification system dispatches alerts, then the user receives both an in-app notification and an email within one minute.
Dependency Mapping
"As a new hire, I want to see how my tasks are connected so that I can plan my work in the right order and understand the impact of each completed step."
Description

A dynamic visualization layer showing how individual micro-missions depend on one another and link to broader project milestones, highlighting prerequisites and enabling users to prioritize tasks effectively.

Acceptance Criteria
Initial Dependency Graph Rendering Scenario
Given the user navigates to the Mission Trail page and opens the dependency map module, When the module loads, Then a directed graph is displayed showing all micro-missions as labeled nodes and their dependencies as connecting edges, and the graph fits within the viewport without overlapping nodes or edges.
Prerequisite Highlighting Scenario
Given the user selects a micro-mission with prerequisites, When the mission node is clicked, Then all prerequisite mission nodes are visually highlighted in blue and non-prerequisite nodes are dimmed, clearly distinguishing dependencies.
Milestone Link Display Scenario
Given the dependency map includes connections to broader project milestones, When the user hovers over a milestone connection line, Then a tooltip displays the milestone name, due date, and a brief description.
Interactive Dependency Navigation Scenario
Given the user clicks on any mission node, When the node is clicked, Then the map centers on that node, related nodes reposition around it, and a side panel opens showing mission details and its direct dependencies.
Real-time Dependency Updates Scenario
Given a micro-mission is completed by the user, When the dependency map data is refreshed, Then the completed node is marked with a check icon, edges update accordingly, and newly unlocked dependent missions are highlighted as available.
Mobile View Responsiveness Scenario
Given the user accesses the dependency map on a mobile device, When the map renders, Then it auto-scales to the device viewport, nodes and labels remain legible, and pan/zoom controls are functional.
Milestone Celebration Badges
"As a new hire, I want to earn badges for completing key onboarding milestones so that I feel recognized for my achievements and motivated to continue progressing."
Description

A gamified badge system that automatically awards digital badges or points upon the completion of significant onboarding milestones, displayed prominently on the mission trail and shareable within PulseJoy’s peer-to-peer recognition channels.

Acceptance Criteria
Automatic Badge Award on First Micro-Mission
Given a new hire completes their first micro-mission in the Mission Trail When the mission is marked complete Then the system awards the “First Step” badge to the user within 1 minute and displays it on their profile and the mission trail
Milestone Badge Display on Mission Trail UI
Given a user has earned a milestone badge When they view the Mission Trail page Then the badge icon appears next to the corresponding milestone with a tooltip showing badge name, description, and date awarded
Badge Persistence Across Sessions
Given a user has earned one or more badges When the user logs out and logs back in Then all earned badges remain visible on their profile and Mission Trail without delay
Duplicate Badge Prevention
Given a user has already been awarded a specific milestone badge When the user completes the same milestone again Then the system does not issue a duplicate badge or duplicate point allocation
Peer Recognition Notification
Given a badge is awarded to a user When the badge is granted Then a notification is sent to the user’s peer recognition feed and visible to team members within 2 minutes
Badge Sharing to External Channels
Given a user has earned a milestone badge When the user clicks the “Share” button on the badge detail Then the badge is posted to the linked Slack or Microsoft Teams channel with user name, badge image, and milestone description

Buddy Beacon

An AI-powered matchmaker that pairs new hires with experienced teammates for each micro-mission, providing contextual tips, instant chat support, and personalized guidance. This fosters connection and ensures newcomers feel supported every step of the journey.

Requirements

Intelligent Matchmaking Engine
"As a new hire, I want to be matched with an experienced teammate for each micro-mission so that I receive personalized support and guidance relevant to my tasks."
Description

AI-powered algorithm that pairs new hires with experienced teammates for each micro-mission based on skill sets, availability, and compatibility metrics. This engine enhances onboarding effectiveness by ensuring relevant support, reduces pairing time through automated assessments, and integrates seamlessly with the mission assignment module to adapt in real time as team compositions evolve.

Acceptance Criteria
Initial Pairing for First Micro-Mission
Given a new hire completes profile setup and a micro-mission is created, when the matchmaking engine runs, then it pairs the new hire with an experienced teammate whose skill set matches at least 80% of the mission requirements, availability aligns within the mission timeframe, and sends pairing notifications to both users within 2 minutes.
Real-Time Reassignment upon Schedule Change
Given an assigned experienced teammate becomes unavailable due to calendar updates, when the availability change is detected, then the engine identifies and assigns a replacement teammate with equal or higher compatibility and skill match, and notifies both the new hire and replacement within 1 minute.
Skill-Based Matching Accuracy
Given a set of 10 test missions with defined skill tags, when the engine processes these missions, then at least 8 out of 10 new hires are paired with teammates achieving a skill match score of 80% or higher.
Compatibility Score Threshold Enforcement
Given compatibility scores are calculated for potential pairs, when the engine generates matches, then no pairing is finalized if the compatibility score falls below 75%, and alternative candidates are considered until the threshold is met.
Integration with Mission Assignment Module
Given mission assignments are updated in the mission assignment module, when updates occur, then the matchmaking engine ingests the changes via API or webhook, refreshes all affected pairings within 30 seconds, and ensures no mission remains unpaired for more than 5 minutes.
Real-Time Chat Support
"As a new hire, I want to chat instantly with my mentor so that I can get on-the-spot help and clarify doubts immediately."
Description

Embedded chat interface enabling instant communication between new hires and assigned mentors. Supports text, emojis, file sharing, and quick-reply templates. This feature fosters immediate collaboration, accelerates problem resolution, and integrates within the PulseJoy UI for a seamless experience without context switching.

Acceptance Criteria
Real-Time Text Messaging Between New Hire and Mentor
Given a new hire and assigned mentor are both logged into PulseJoy with the chat interface open, When the new hire sends a text message, Then the mentor receives and sees the message displayed in the correct chronological order within 2 seconds and the chat panel scrolls to the newest message.
Emoji Support in Chat
Given a user is composing a chat message, When the user opens the emoji picker and selects an emoji, Then the selected emoji is rendered inline in the message input, and upon sending, both participants see the emoji correctly displayed.
File Sharing in Chat
Given a user attaches a file up to 10MB via the chat interface, When the user sends the file, Then the recipient receives a downloadable link or preview in the chat within 2 seconds, with file name and an appropriate file-type icon displayed.
Quick-Reply Template Functionality
Given a user opens the quick-reply template menu, When the user selects a template, Then the message input is populated with the template text, the user can edit it, and upon sending, the edited or original template is delivered to the recipient.
Embedded Chat UI Integration
Given a user is navigating any PulseJoy page, When the user clicks the chat icon, Then an embedded chat panel opens without a full page reload, retains existing conversation context, and no user data or sent messages are lost.
Contextual Tip Delivery
"As a new hire, I want to receive contextual tips for each task so that I can learn quickly and avoid common pitfalls."
Description

System component that analyzes the specific context of each micro-mission and generates personalized AI-driven tips for new hires. Delivers recommendations through the chat interface at the optimal time. This requirement enhances learning efficiency by offering relevant guidance, adapts tips based on mission complexity and user progress, and integrates with existing AI models.

Acceptance Criteria
Initial Micro-Mission Tip Prompt
Given a new hire starts a micro-mission, when the mission context is loaded, then the system displays the first AI-generated tip within 10 seconds in the chat interface.
Adaptive Tip Content Based on Mission Complexity
Given a micro-mission is classified as high complexity, when generating tips, then the system includes advanced guidance and relevant code snippets tailored to the mission's difficulty level.
Progress-Aware Tip Updates
Given the new hire has completed 50% of the micro-mission steps, when the next stage begins, then the system evaluates performance metrics and delivers updated tips that address any identified knowledge gaps.
Seamless AI Model Integration for Tip Generation
Given the system calls the integrated AI model, when a tip request is made, then the response time is under 2 seconds and the tip content aligns with the mission parameters 95% of the time as measured by accuracy tests.
Timing-Based Tip Dispatch
Given the new hire remains idle for more than 2 minutes during a micro-mission, when the system detects inactivity, then it sends a reminder tip to re-engage the user through the chat interface.
Mentor Availability Dashboard
"As a mentor, I want to see my mentoring assignments and availability in a dashboard so that I can manage my time effectively and support my mentees promptly."
Description

Dashboard for mentors to view their new hire assignments, current availability, upcoming micro-missions, and pending chat requests. Integrates with calendar APIs for real-time availability updates. This tool helps mentors manage their mentoring workload efficiently, ensures timely responses, and improves overall mentor satisfaction.

Acceptance Criteria
Mentor Dashboard Load Performance
Given a mentor has up to 50 assignments, when they access the Mentor Availability Dashboard, then the dashboard loads within 2 seconds and displays all assignments without UI errors.
Real-Time Availability Sync
Given the mentor has updated their calendar availability in an integrated calendar, when the dashboard refreshes, then the mentor's availability status updates within 1 minute, reflecting all changes accurately.
Upcoming Micro-Missions Display
Given the new hire has micro-missions scheduled, when the mentor views the 7-day horizon, then all upcoming micro-missions are listed in chronological order with mission name, due date, and status indicator.
Pending Chat Requests Notification
Given a new hire sends a chat request, when the request is received, then the mentor receives a visual notification on the dashboard and an email alert within 30 seconds.
Calendar API Failure Fallback
Given the calendar API returns an error, when the dashboard attempts to sync availability, then the dashboard displays a user-friendly error message and falls back to the last known availability without crashing.
Bulk Assignment Overview
Given the mentor has more than 10 assignments, when viewing the assignment list, then assignments are paginated in groups of 10 with pagination controls and a search filter by new hire name.
Onboarding Progress Notifications
"As a new hire, I want to receive notifications about my onboarding progress so that I stay motivated and aware of upcoming tasks and achievements."
Description

Automated notification system that triggers alerts at key onboarding milestones, including micro-mission completions, new mentor matches, and personalized guidance events. Delivers notifications via email, in-app pop-ups, and chat alerts. This feature keeps new hires and mentors informed, boosts engagement, and ensures timely acknowledgment of achievements.

Acceptance Criteria
Micro-Mission Completion Notification
Given the system records completion of a micro-mission by a new hire When the completion is confirmed Then the new hire and assigned mentor each receive a notification via email, in-app pop-up, and chat alert within 5 minutes that includes the mission name and timestamp
Mentor Match Notification
Given a mentor is assigned to a new hire When the match is created Then the new hire and mentor each receive a notification via email, in-app pop-up, and chat alert within 5 minutes that includes both participants' names and contact details
Personalized Guidance Alert
Given the AI generates personalized guidance for a new hire When the guidance event is triggered Then the new hire receives a notification via email, in-app pop-up, and chat alert within 5 minutes that summarizes the guidance and provides a link to relevant resources
Pending Micro-Mission Reminder Notification
Given a micro-mission remains incomplete 24 hours after assignment When the 24-hour threshold is reached Then the new hire and mentor receive reminder notifications via email, in-app pop-up, and chat alert that include mission details and current status
Mentor Acknowledgement Notification
Given a mentor acknowledges a new hire’s achievement When the mentor clicks 'Acknowledge' in the system Then the new hire receives a recognition notification via email, in-app pop-up, and chat alert within 5 minutes that includes the mentor’s message

Quest Alerts

Smart notifications that deliver timely prompts when new micro-missions unlock, remind users of pending tasks, and highlight quick-win opportunities. Quest Alerts keep onboarding top of mind without interrupting deep work, ensuring steady progress.

Requirements

Real-Time Quest Unlock Alerts
"As a remote team member, I want to be notified instantly when a new quest unlocks so that I can jump into challenges the moment they’re available."
Description

System generates and delivers instantaneous notifications the moment a new micro-mission becomes available, ensuring users are immediately aware of unlocked quests without needing to manually check the dashboard. Alerts seamlessly integrate with PulseJoy’s notification engine and respect user presence state to avoid interruptions during deep work. Expected outcomes include improved engagement rates and faster mission uptake.

Acceptance Criteria
Active Focus Mode Notification Suppression
Given a user has Focus Mode enabled, When a new micro-mission unlocks, Then no notification is delivered until Focus Mode is deactivated.
Instant Push Notification on Quest Unlock
Given a user is online and not in Focus Mode, When a micro-mission unlocks, Then a push notification appears on the user's device within 2 seconds containing the mission title and a direct link to the quest details.
Email Alert on Offline Quest Unlock
Given a user is offline or the app is backgrounded, When a micro-mission unlocks, Then an email notification is sent within 5 minutes including the mission title, description, and a link to open the quest in the app.
In-App Banner for Desktop Users
Given a user is active in the PulseJoy desktop app, When a new quest unlocks, Then an in-app banner appears at the top of the screen, auto-dismisses after 10 seconds, and links to the quest details when clicked.
Notification Retry on Failure
Given an initial notification delivery attempt fails due to network issues, When connectivity is restored, Then the system retries delivery up to 3 times and confirms successful delivery within 1 minute of the first failure.
Pending Quest Reminder Scheduling
"As a busy contributor, I want gentle reminders for my pending quests so that I stay on track without forgetting tasks."
Description

Notification module schedules and sends follow-up reminders for uncompleted micro-missions at optimal intervals, configurable per user. The system tracks quest deadlines, calculates ideal reminder timings, and sends prompts via preferred channels. This ensures users maintain steady progress without being overwhelmed by redundant alerts.

Acceptance Criteria
Initial Reminder Scheduling
Given a user has an uncompleted micro-mission after the default reminder interval defined in their settings, When the reminder interval elapses, Then the system sends a follow-up reminder notification via the user's preferred channel and logs the notification timestamp.
User Configured Reminder Interval
Given a user updates their reminder schedule to a custom interval (e.g., every 12 hours), When the custom interval passes without task completion, Then the system sends the reminder at the specified interval and confirms the change in the user profile.
Multiple Channel Notification
Given a user's preferred channels include email and in-app notification, When a reminder is due, Then the system dispatches reminders across all selected channels within one minute and tracks delivery status for each channel.
Deadline Proximity Escalation
Given a quest deadline is within 24 hours, When the number of elapsed reminders reaches the escalation threshold, Then the system increases reminder frequency (e.g., from one per day to one per 6 hours) and notifies the user of the escalation.
Reminder Suppression After Completion
Given a user completes the micro-mission before the next scheduled reminder, When the completion is recorded, Then the system cancels any pending reminders for that task and marks it as resolved in the schedule.
Quick-Win Opportunity Highlighting
"As a team contributor, I want to be alerted to quick-win quests so that I can achieve small successes and stay motivated."
Description

Feature analyzes available missions and user performance metrics to identify and highlight short-duration, high-value quests that users can complete quickly. Notifications draw attention to these opportunities, encouraging rapid wins and boosting morale through visible accomplishments.

Acceptance Criteria
Onboarding Quick-Win Notification
Given a new user has completed the initial tutorial and at least one unattempted short-duration mission exists, when the system identifies a mission with estimated completion under 10 minutes and high reward value, then the user receives a notification within 2 minutes highlighting the quick-win opportunity.
Deep Work Mode Reminder
Given the user has enabled deep work mode and pending quick-win missions exist, when 24 hours have passed since the last notification and current time is outside user’s deep work hours, then the system sends a reminder notification.
Dashboard Quick-Win Display
Given the user accesses the Quest Alerts dashboard and quick-win missions are available, when the dashboard loads, then the top three highest-value short-duration missions are displayed in the Quick-Win section sorted by reward value.
Localized Quick-Win Notification
Given a user in any supported time zone has pending quick-win missions, when a new quick-win mission unlocks during the user’s local active hours (9am–6pm), then the system sends the notification according to the user’s local time settings.
Quick-Win Completion Recognition
Given the user accepts a quick-win notification and completes the mission within the suggested timeframe, when mission completion is confirmed, then the user’s profile is updated with a quick-win badge within 1 minute and a peer recognition prompt is triggered.
Custom Notification Preferences
"As an engaged user, I want to control how and when I receive quest notifications so that they fit my workflow and don’t become disruptive."
Description

Users can customize their Quest Alerts by selecting preferred notification channels (e.g., email, desktop, mobile push), setting quiet hours, and configuring alert frequency and types (new unlocks, reminders, quick wins). Preferences are stored per user and applied across sessions to deliver a personalized, non-intrusive alert experience.

Acceptance Criteria
Configuring Preferred Notification Channels
Given a logged-in user on the Custom Notification Preferences page When the user selects or deselects one or multiple channels (email, desktop, mobile push) Then the system saves the updated channel selections And subsequent Quest Alerts are delivered only via the selected channels
Setting Quiet Hours
Given a user on the notification preferences page When the user defines start and end times for quiet hours Then the system suppresses all Quest Alerts during the specified interval And resumes delivering alerts outside those hours
Adjusting Alert Frequency
Given a user configures the alert frequency for reminders When the user selects immediate, hourly digest, or daily summary Then the system delivers reminders according to the chosen frequency
Toggling Alert Types
Given a user accesses alert type settings When the user enables or disables notifications for new unlocks, reminders, and quick wins Then only the enabled alert types generate Quest Alerts
Persistence Across Sessions
Given a user has configured custom notification preferences When the user logs out and logs back in or accesses from another device Then the system loads and applies the previously saved preferences across sessions
Cross-Device Alert Synchronization
"As a distributed team member using multiple devices, I want my quest notifications to sync across all my devices so that I’m not bothered by duplicates."
Description

The alert system synchronizes notification delivery state across all user devices in real time, ensuring that once an alert is dismissed or acted upon on one device, it is marked as read everywhere. This prevents duplicate notifications and maintains consistent alert status across desktop, web, and mobile clients.

Acceptance Criteria
Dismissed Alert Sync from Mobile to Desktop
Given a user dismisses an alert on the mobile app, when the app sends the dismissed state to the server, then the alert is marked as dismissed on the desktop client within 5 seconds
Actioned Alert Triggers Read State on All Devices
Given a user acts on an alert on the desktop client, when the action is confirmed by the server, then the alert status is updated to 'read' on mobile and web clients within 3 seconds
Offline Dismissed Alert Queue Sync
Given a user dismisses an alert while offline, when the device reconnects, then the dismissed state is synchronized to the server and propagated to other devices without creating duplicate alerts
Real-time Alert Status Across Web and Desktop
Given a new alert appears on the web client, when it is dismissed on the desktop client, then the alert is removed from the web client’s list in under 2 seconds
Consistent Alert Count Badge Across Devices
Given multiple unread alerts exist, when the user opens any client, then the badge count for unread alerts matches the server’s count within 5 seconds and is consistent across all clients

Shout-Out Spotlight

A dedicated feed that automatically amplifies peer shout-outs when a new hire completes a mission. It highlights accomplishments with animated badges and messages, boosting morale, reinforcing company culture, and making recognition immediate and visible.

Requirements

Real-time Shout-Out Feed
"As a team member, I want a live feed of peer shout-outs so that I can immediately see and celebrate my colleagues' achievements."
Description

The system shall display a dedicated feed that automatically receives and lists shout-out messages immediately upon completion of a mission by any user. This feed integrates with the mission tracking module and updates in real time without requiring a page refresh. Each entry shows the sender's name, recipient badge, timestamp, and mission details. The feed is scrollable with pagination for performance, supports batching updates for high volume, and ensures low latency to maximize visibility and engagement. Expected outcome: a lively, always-current feed that surfaces recognition instantly, boosting morale and reinforcing team culture.

Acceptance Criteria
Instantaneous Shout-Out Delivery
Given a user completes a mission and posts a shout-out, when the mission is marked complete, then the shout-out feed updates within 200ms and displays the new entry to all connected clients automatically.
Scrollable Feed Performance Under Load
Given more than 100 shout-out entries are in the feed, when the user scrolls to the end, then additional entries load automatically with pagination and no noticeable lag (loading time under 500ms per page).
Batch Update Handling
Given multiple shout-outs arrive in rapid succession (50 per second), when the system batches updates, then the feed remains responsive, displays all shout-outs in correct chronological order, and no entries are missing or duplicated.
Shout-Out Entry Data Accuracy
Given a shout-out entry exists, when it is displayed in the feed, then it shows the sender's name, recipient badge, mission title, and accurate timestamp in the user’s locale format.
Low-Latency Feed Update
Given the feed service is under normal operating conditions, when a shout-out is broadcasted, then the end-to-end delivery latency (from mission completion to feed update) does not exceed 200ms at the 95th percentile.
Animated Badge Renderer
"As a user, I want to see animated badges when someone receives a shout-out so that their recognition feels more special and engaging."
Description

The platform shall render animated badges within the shout-out spotlight feed for each recognized user based on the type of mission completed. Badges animate on entry with subtle effects (e.g., fade-in, bounce) configured via CSS and lightweight JavaScript animations. Asset loading is optimized via sprite sheets or SVG animations to minimize performance impact. This functionality enhances visual appeal, draws attention to achievements, and encourages peer recognition. Expected outcome: dynamic visual feedback that highlights accomplishments and amplifies emotional impact.

Acceptance Criteria
Badge Animation for Completed Mission
Given a user receives a peer shout-out for completing a mission, when the shout-out spotlight feed renders, then the correct badge animates on entry with a 500ms fade-in followed by a bounce effect.
Optimized Asset Loading for Shout-Out Feed
When the shout-out feed loads, then badge assets are fetched via sprite sheets or SVG symbols in no more than two HTTP requests and total badge payload does not exceed 100 KB.
Cross-Browser Animation Consistency
Given major desktop and mobile browsers (Chrome, Firefox, Safari, Edge), when animating badges, then animations run smoothly at 60 fps without visual glitches or layout shifts.
Fallback Behavior for Unsupported Browsers
When a user’s browser lacks CSS or JavaScript animation support, then badges render as static images without breaking feed layout or usability.
Performance Under High Load
Given 100 concurrent users viewing the shout-out feed, when badge animations run, then initial feed load time remains under 1 second and average CPU usage per client stays below 30%.
Mission Completion Trigger
"As an HR lead, I want missions completed by new employees to automatically generate shout-outs so that their first achievements are publicly celebrated without manual intervention."
Description

The feature shall automatically detect when a new hire completes a mission and trigger the shout-out broadcast. The system hooks into the mission management API to listen for 'mission_completed' events specific to new hire user roles. Upon event detection, the shout-out payload is sent to the spotlight feed service with metadata (user ID, mission type, timestamp). Fail-safe retries and logging ensure reliable delivery. Expected outcome: seamless integration that guarantees no shout-out is missed when new hires reach milestones, ensuring consistent recognition.

Acceptance Criteria
New Hire Completes Single Mission Successfully
Given a user with the "new_hire" role completes a mission When the mission management API emits a "mission_completed" event Then the system sends a shout-out payload containing user ID, mission type, and timestamp to the spotlight feed service within 2 seconds And the spotlight feed displays the shout-out with an animated badge within the UI
Multiple Mission Completions in Quick Succession
Given a new hire completes multiple missions within 1 minute When multiple "mission_completed" events are received Then the system processes each event in order without loss And sends separate shout-out payloads for each mission And logs each delivery with unique timestamps
Mission Completion Event with API Failure and Retry
Given the spotlight feed service is unavailable When a "mission_completed" event is detected Then the system retries sending the payload with exponential backoff up to 5 times And logs each retry attempt And successfully delivers the payload once the service is available
Mission Completion Event with Missing Metadata
Given a "mission_completed" event missing required metadata (user ID, mission type, or timestamp) When processing the event Then the system rejects the event and logs an error detailing the missing fields And does not send any shout-out payload to the spotlight feed service
High Volume Mission Completions Under Load
Given more than 100 simultaneous "mission_completed" events from new hires When events arrive in a burst Then the system maintains average processing time below 500ms per event And ensures at least 99% of shout-out payloads are sent within 3 seconds And records performance metrics for monitoring
Spotlight Theme Customization
"As an admin, I want to customize the visual theme of the shout-out feed so that it matches our company branding or seasonal campaigns."
Description

The feed shall support multiple visual themes and allow administrators to customize spotlight color schemes, badge styles, and animation presets via an admin UI. Theme settings store in the database and apply dynamically through CSS variables and theming engine. This requirement ensures the shout-out spotlight aligns with company branding, event-specific themes, or seasonal designs. Expected outcome: a flexible, brand-consistent recognition experience adaptable to organizational needs and events.

Acceptance Criteria
Admin Selects and Saves a New Theme
Given the administrator is on the Spotlight Theme Customization page When they select a color scheme, badge style, and animation preset and click “Save” Then the system stores the selected theme settings in the database and displays a success notification
Dynamic Application of CSS Variables
Given a user views the Shout-Out Spotlight feed When a theme has been set by the administrator Then the feed’s CSS variables update dynamically to reflect the chosen color scheme and badge styles without requiring a page reload
Badge Style Options Reflect in Spotlight Feed
Given the administrator has saved a new badge style When a mission completion shout-out appears in the feed Then the shout-out displays the updated badge style exactly as defined in the admin settings
Seasonal Animation Preset Activation
Given it is within the defined date range for a seasonal theme When the feed loads or refreshes Then the feed animations automatically use the seasonal preset configured by the administrator
Database Persistence of Theme Settings
Given the database is queried for current theme settings When retrieving theme configuration Then all theme attributes (color scheme, badge style, animation preset) match the last saved administrator settings
Content Moderation Controls
"As an admin, I want to filter and approve shout-out messages so that the spotlight remains professional and on-brand."
Description

The system shall include content moderation filters and controls to prevent inappropriate or off-brand language in shout-outs. Using a configurable profanity filter and keyword blacklist, the feature scans message text before broadcasting to the feed. Admins can manage filter lists via the settings UI and review flagged shout-outs in a queue for approval or rejection. This ensures a positive, professional recognition environment. Expected outcome: prevention of unsuitable content in the feed, maintaining company standards and culture.

Acceptance Criteria
Profanity Filter Activation
Given a user submits a shout-out containing words from the profanity filter list, when the system scans the text, then the shout-out is blocked from broadcasting and the user receives a notification explaining that it contains inappropriate content.
Keyword Blacklist Enforcement
Given a shout-out includes any admin-defined blacklisted keyword, when the shout-out is processed, then it is flagged in the moderation queue and not displayed in the live feed until reviewed.
Admin Management of Filter Lists
Given an admin accesses the content moderation settings UI, when the admin adds, edits, or removes entries from the profanity filter or keyword blacklist, then the changes are saved successfully and applied immediately to all new shout-outs.
Flagged Shout-Out Queue Review
Given there are flagged shout-outs awaiting moderation, when a moderator opens the moderation queue, then each flagged item displays the original message, author, timestamp, and flag reason, and the moderator can approve or reject each shout-out.
Real-Time Feedback on Restricted Content
Given a user types a restricted word in the shout-out composer, when the word matches an entry in the profanity filter or blacklist, then the word is highlighted in red and a tooltip explains why it is disallowed before submission.

Skill Badges

Automatically awarded, skill-specific badges that showcase competencies acquired through each micro-mission. New hires build a personalized achievement portfolio, while managers gain insight into areas of strength and growth, creating transparent milestones.

Requirements

Badge Criteria Configuration
"As an admin, I want to configure badge criteria for each micro-mission so that badges reflect accurate skill competencies."
Description

Provide an administrative interface for defining, editing, and managing the criteria that trigger each skill badge. This interface integrates with the micro-mission engine, allowing administrators to map specific mission outcomes, performance thresholds, or peer recognition events to distinct skill badges. The configuration tool supports rule creation with conditional logic, threshold values, and skill category associations. Expected outcome: Managers can quickly establish accurate, transparent badge criteria that reflect company competencies, ensuring badges are awarded consistently and meaningfully.

Acceptance Criteria
Admin creates a new badge rule
Given an administrator is on the Badge Criteria Configuration page, when they define a new rule with a mission completion threshold of 5 and assign it to the 'Debugging' skill category, then the system saves the rule and displays it in the list with correct parameters.
Admin edits an existing badge rule
Given an existing rule for the 'Code Review' badge with a threshold of 10 peer reviews, when the administrator updates the threshold to 15 and clicks Save, then the updated rule shows the new threshold and the micro-mission engine uses it for future badge awards.
Admin deletes a badge rule
Given a badge rule is listed in the configuration interface, when the administrator selects Delete and confirms the action, then the rule is removed from the list and no longer applied by the micro-mission engine.
Configuration integrates with micro-mission engine
Given a rule mapping the 'Testing Pro' badge to 8 passed test missions, when a user completes their 8th test mission, then the system automatically awards the 'Testing Pro' badge to the user without manual intervention.
Admin applies conditional logic for badge criteria
Given a conditional rule requiring either 5 peer recognitions OR 3 mission completions for the 'Collaboration' badge, when a user satisfies one of the conditions, then the system awards the 'Collaboration' badge immediately upon condition fulfillment.
Automated Badge Assignment
"As a new hire, I want badges to be automatically awarded upon completing micro-missions so that I instantly see recognized skills without manual intervention."
Description

Implement a backend engine that automatically evaluates user actions against badge criteria in real time. When a user completes a micro-mission or receives peer recognition, the system checks defined rules, assigns the corresponding badge to the user’s profile, and triggers a notification. Integration with the event processing pipeline ensures low latency updates. Expected outcome: Users receive instant, accurate recognition without manual intervention, boosting engagement and reducing administrative overhead.

Acceptance Criteria
Automatic Badge Assignment on Micro-Mission Completion
Given a user completes a micro-mission event in the processing pipeline, when the backend engine evaluates the event, then it assigns the corresponding skill badge to the user’s profile and records the assignment in the user’s activity log.
Badge Assignment on Peer Recognition
Given a peer recognition event is received for a user, when the event matches a defined badge rule, then the backend engine awards the appropriate badge to the user’s profile and updates the badge count.
Low Latency Badge Update
When any badge-triggering event occurs, then the system must complete badge evaluation, assignment, and persistence in the database within 2 seconds for at least 95% of events over a one-hour period.
Notification Trigger After Badge Assignment
Given a badge has been successfully assigned, when the assignment is completed, then a notification containing badge details is sent to the user via email and in-app channels within 1 second.
Prevention of Duplicate Badge Assignments
Given a user already holds a specific badge, when a triggering event for that badge occurs again, then the engine must not assign a duplicate badge and must log a no-op response.
Badge Display UI
"As a user, I want to view my earned skill badges on my profile so that I can track my achievements and share them with peers."
Description

Design and implement a user-facing UI component to showcase earned badges within user profiles and activity feeds. The display includes badge icons, skill names, achievement dates, and interactive tooltips containing badge criteria descriptions. Integration with the front-end profile module ensures responsive layout across devices. Expected outcome: Users and their peers can easily view and understand each other’s competencies, promoting transparency and motivation.

Acceptance Criteria
Profile Page Badge Rendering
Given a user with earned badges, when viewing their profile page, then each badge icon, skill name, and achievement date is displayed correctly. Given multiple badges, when the profile page loads, then badges are sorted by achievement date descending without overlap. Given a missing badge icon resource, when loading the profile page, then a default placeholder icon displays.
Activity Feed Badge Display
Given a user earns a badge, when the activity feed updates, then the new badge entry displays its icon, skill name, and achievement date. Given an existing activity feed, when no new badges are earned, then no badge entries appear. Given badge entries in the activity feed, when the feed is refreshed, then all entries persist in chronological order.
Badge Tooltip Interaction
Given a user hovers over a badge icon, when the hover state is triggered, then a tooltip appears within 200ms containing the badge’s criteria description. Given a user taps a badge icon on mobile, when the tap event occurs, then the tooltip toggles visibility and closes when tapping outside the tooltip. Given the tooltip is visible, when navigating via keyboard, then focus can move into and out of the tooltip content, and pressing Escape closes the tooltip.
Responsive Badge Layout
Given a viewport width between 320px and 1920px, when rendering badge lists on profile and activity feed, then badges wrap or stack responsively without horizontal scrolling. Given orientation changes on mobile devices, when the device orientation changes, then badge layout reflows within 100ms to fit the new viewport without content overlap. Given varying badge counts, when badge container width changes, then badges uniformly size and align in rows or columns per design spec.
Badge Data Integration
Given the front-end requests badge data via API, when the API returns valid JSON payload, then badges display with matching icons, skill names, and achievement dates. Given the API returns an error status, when loading the badge component, then an error message displays with a retry button that re-attempts data fetching. Given slow network conditions, when loading badge data, then a loading spinner displays until data is received or error occurs.
Badge Analytics Dashboard
"As a manager, I want to see badge analytics for my team so that I can identify skill gaps and strengths for development planning."
Description

Develop a dashboard for managers to visualize team-wide badge distributions, trends over time, and skill gap analyses. This feature pulls aggregated badge data, applies filters (e.g., date range, skill category), and renders interactive charts and tables. Integration with the reporting service allows CSV exports and scheduled email summaries. Expected outcome: Managers gain actionable insights into team strengths and development needs, informing training and resource allocation.

Acceptance Criteria
Overall Badge Distribution Overview
Given a manager is authenticated and navigates to the Badge Analytics Dashboard overview section When the page loads Then the system displays an interactive bar chart with each badge type and the corresponding team-wide award counts within the default date range.
Filtering Badge Data by Date Range
Given a manager has accessed the dashboard When they select a custom start and end date and apply the filter Then the dashboard updates all charts and tables to reflect badge data only within the specified date range.
Skill Category Trend Analysis
Given the dashboard is displayed When a manager selects a specific skill category from the filter options Then a time-series line chart renders showing the number of badges awarded in that skill category over the past six months.
Exporting Badge Data to CSV
Given the dashboard view is current When the manager clicks the 'Export CSV' button Then the system generates and downloads a CSV file containing all displayed badge data, matching active filters, with correct column headers and data formatting.
Scheduled Email Summary Delivery
Given a manager schedules a recurring email summary When the schedule is saved Then the system sends an email at the configured frequency containing a summary of badge analytics with an attached CSV report and snapshot charts.
Badge Portfolio Export
"As a new hire, I want to export my badge portfolio so that I can share my achievements externally or for onboarding documentation."
Description

Enable users to export their personal badge portfolio as a PDF document or shareable link. The export includes badge icons, skill descriptions, award dates, and progress toward future badges. Integration with a document generation service ensures branded formatting and support for multiple languages. Expected outcome: Users can easily share their achievements externally or include them in professional portfolios, enhancing visibility of their skill growth.

Acceptance Criteria
Export Initiation from Profile Page
Given a logged-in user on their Badge Portfolio page, when they click the “Export” button, then a modal appears offering PDF download and shareable link options within 2 seconds
PDF Generation with Branded Formatting
When the user selects PDF export, then the system generates a PDF document in the company’s branded template, including badge icons, skill descriptions, award dates, and progress indicators, and the download initiates without errors
Shareable Link Delivery
Given the user chooses a shareable link, when the request completes, then the system provides a unique, secure URL that renders the badge portfolio in a responsive web view and copies the link to the clipboard
Multilingual Export Support
When the user’s account language is set to non-English, then both PDF and shareable link exports display all text (including badge names and descriptions) in the selected language without fallbacks to English
Content Accuracy and Completeness
For both PDF and link exports, all awarded badges (icons, names, descriptions, and dates) and progress toward future badges are present, ordered chronologically, with no missing or truncated elements

Progress Pulse

A real-time dashboard for new hires and managers that tracks mission completion rates, upcoming tasks, and engagement metrics. Progress Pulse offers instant visibility into onboarding status, helping leads intervene early and celebrate quick wins together.

Requirements

Live Onboarding Mission Tracker
"As a new hire, I want to see my onboarding mission progress in real-time so that I can understand my current status and quickly address any pending tasks."
Description

Display real-time progress of each onboarding mission, updating completion rates, time spent, and obstacles faced. Integrate with the tasks engine to reflect status changes instantly, enabling managers and new hires to monitor progress and identify areas needing support. Highlight completed, in-progress, and pending missions with color-coded indicators and tooltips for mission details.

Acceptance Criteria
Real-Time Progress Update Accuracy
Given a mission status change in the task engine When the new hire completes or updates a mission Then the dashboard reflects the updated mission status and completion rate within 2 seconds
Color-Coded Mission Status Indicators
Given the dashboard displays missions When missions are completed, in-progress, or pending Then they are visually indicated with green, blue, and gray colors respectively and match the legend
Detailed Mission Tooltips on Hover
Given a user hovers over a mission status indicator When the hover is sustained for at least 500 milliseconds Then a tooltip appears showing mission title, description, time spent, and any reported obstacles
Integration with Task Engine for Status Sync
Given mission statuses are updated in the tasks engine When the task engine pushes status changes Then the dashboard synchronizes and displays the correct mission status within 3 seconds 100% of the time
Obstacle Logging and Display
Given a new hire reports an obstacle on a mission When the obstacle is logged Then the dashboard displays the obstacle details, timestamp, and reporter’s name under the corresponding mission
Customizable Dashboard Filters
"As a manager, I want to customize my dashboard filters so that I can focus on specific missions, timeframes, or team members to make informed decisions."
Description

Allow users to filter and customize the dashboard view by date range, mission type, team member, and completion status. Support saving filter presets and drag-and-drop arrangement of dashboard widgets. Integrate with user preferences to ensure personalized views, improving usability and relevance of displayed data.

Acceptance Criteria
Applying Date Range Filter
Given the dashboard is displayed, when the user selects a start and end date in the date range filter and clicks "Apply", then the dashboard refreshes within 2 seconds to show only missions completed within the selected date range.
Filtering by Mission Type
Given the filter panel is open, when the user selects one or more mission types and applies the filter, then the dashboard displays only widgets and data related to the chosen mission types, with no other mission types visible.
Saving Custom Filter Preset
Given custom filters and widget layout are set, when the user clicks "Save Preset", enters a unique name, and confirms, then the new preset appears in the presets list and can be selected to restore the exact filters and layout.
Drag-and-Drop Widget Arrangement
Given the dashboard is in edit mode, when the user drags a widget to a new position and releases it, then the widget reorders immediately and the new layout persists after page reloads.
Personalized Default View Load
Given the user has previously saved filter and layout preferences, when the user logs in, then the dashboard automatically loads with the last saved filters and widget arrangement applied.
Proactive Alert System
"As a manager, I want to receive proactive alerts when a new hire’s mission is overdue so that I can intervene promptly to offer support."
Description

Implement an alert engine that sends real-time notifications via email, in-app banners, and Slack for key events such as missions falling behind schedule, milestones achieved, or low engagement levels. Make alerts configurable by severity and channel, log alerts for auditing and trend analysis, and ensure timely interventions and celebration of quick wins.

Acceptance Criteria
Email Notification for Behind-schedule Missions
Given a mission’s completion rate falls below the configured threshold and the due date is within 24 hours, when the system detects this state, then it sends an email notification to the assigned team lead within 2 minutes, containing the mission ID, current progress percentage, delay reason prompt, and a link to the mission dashboard.
Slack Alert for Achieved Milestones
Given a milestone is marked as completed by any team member, when the completion event is recorded, then the system posts a message in the designated Slack channel within 1 minute, including the milestone name, the user’s name, completion timestamp, and a congratulatory template.
In-App Banner for Low Engagement Levels
Given the user’s engagement score drops below the predefined low-engagement threshold for two consecutive days, when the user next opens the application, then an in-app banner is displayed prominently at the top of the dashboard with the alert title, current score, and a dismiss button; the banner persists until dismissed.
Configurable Severity Settings for Alerts
Given an administrator configures alert severity levels and channel mappings in the settings panel, when the configuration is saved, then the system routes subsequent alerts to the specified channels according to the updated severity-to-channel mapping without requiring a system restart.
Audit Logging for Alert Events
Given any alert event is generated (email, in-app, or Slack), when the event is triggered, then the system logs the alert event in the audit database with timestamp, event type, severity level, recipient channel, and full payload, and makes the log entry retrievable via the audit API with accurate details.
Upcoming Task Scheduler
"As a new hire, I want to view and sync my upcoming tasks with my calendar so that I can manage my time effectively and meet deadlines."
Description

Provide a scheduler widget listing upcoming onboarding tasks with deadlines and priority levels. Support calendar integration to sync tasks with Google Calendar or Outlook. Send reminders and allow users to mark tasks complete directly from the scheduler, promoting accountability and organization.

Acceptance Criteria
New hire views upcoming tasks in scheduler
Given the new hire navigates to the Upcoming Task Scheduler, When the page loads, Then all assigned onboarding tasks are displayed sorted by deadline with titles, due dates, and priority levels visible.
Tasks are synced with Google Calendar
Given the user connects their Google account, When the scheduler syncs tasks, Then each task appears as an event on the user’s Google Calendar within 1 minute, with matching title, date, time, and priority metadata.
Tasks synced with Outlook Calendar
Given the user grants Outlook calendar access, When the scheduler initiates a sync, Then tasks are created or updated in Outlook Calendar with correct due dates, times, and priority tags without duplicates.
Reminder notification triggers before deadline
Given a task is due in 24 hours or 1 hour, When the time threshold is reached, Then the system sends both an in-app notification and an email reminder to the user for each threshold.
Task completion updates in real time
Given the user marks a task complete in the scheduler, When they click the complete button, Then the task is visually marked as completed, removed from the upcoming tasks list, and the connected calendar entry is updated to show completion within 1 second.
Historical Engagement Reports
"As a team lead, I want to analyze historical engagement data so that I can identify trends and improve the onboarding process."
Description

Generate engagement reports over time, including mission completion rates, average time to completion, and interaction counts. Offer trend analysis, cohort comparisons, and export options in PDF or CSV. Provide insights for continuous improvement of onboarding programs and inform strategic decisions.

Acceptance Criteria
Generate Monthly Engagement Report
Given a manager selects a date range corresponding to the previous month When they generate the historical engagement report Then the system displays mission completion rate, average time to completion, and interaction counts for that month matching the underlying database values
Compare Engagement Across Cohorts
Given a user selects two distinct cohorts of hires (e.g., hires from January and February) When they request a cohort comparison report Then the system presents side-by-side metrics for mission completion rate, average completion time, and interaction counts with calculated percentage differences
Trend Analysis Over Custom Period
Given a user defines a custom start and end date When they generate a trend analysis report Then the system renders time-series graphs showing daily mission completion rates, average time to completion, and interaction counts over the specified period
Export Report in PDF Format
Given a user has generated a historical engagement report When they click the “Export as PDF” button Then a PDF file is downloaded containing the selected metrics, charts, and trend visualizations formatted according to the company’s style guide
Export Report in CSV Format
Given a user has generated a historical engagement report When they click the “Export as CSV” button Then a CSV file is downloaded with proper headers and each row representing a time interval’s mission completion rate, average time to completion, and interaction count
Data Export and API Access
"As a data analyst, I want API access to onboarding metrics so that I can integrate the data into our analytics platform for deeper analysis."
Description

Offer a data export feature and REST API endpoints to retrieve dashboard metrics, mission details, and user activity logs. Support exports in CSV and JSON formats, both scheduled and on-demand. Provide token-based authentication and rate limiting to ensure security and performance, enabling integration with third-party analytics tools.

Acceptance Criteria
Scheduled JSON Metrics Export
Given an authenticated manager schedules a daily JSON export at a specified time, when the scheduled task runs, then a JSON file containing the latest dashboard metrics is generated and delivered via email within 5 minutes of the scheduled time.
On-Demand CSV Export Request
Given a user with export permissions initiates an on-demand CSV export, when the request is submitted, then the system provides a download link within 10 seconds, and the CSV file includes all required fields formatted correctly.
Token-Based API Authentication
Given a client provides a valid API token in the Authorization header, when the client requests the /metrics endpoint, then the API returns HTTP 200 with the correct JSON payload; and if the token is invalid or missing, then the API returns HTTP 401.
API Rate Limiting Enforcement
Given a client makes more than 100 API requests within one minute using the same token, when the 101st request is made, then the API returns HTTP 429 with a retry-after header indicating the remaining wait time.
Data Integrity for Export Formats
Given a user exports data in CSV or JSON format, when the file is generated, then the exported data must match the database records for metrics and activity logs with zero discrepancies.

Moment Marker

Automatically flags key interactions and achievements during challenges, ensuring Spark Replay captures the most impactful moments without manual input. Users get precise highlight timestamps that spotlight team wins and standout contributions.

Requirements

Real-time Interaction Flagging
"As a team lead, I want the system to automatically flag significant interactions in real time so that Spark Replay can capture and highlight the most impactful moments without me having to monitor the session manually."
Description

Automatically detect and flag key interactions—such as high-scoring contributions, milestone completions, and peer recognitions—during challenges in real time. This ensures that the most impactful moments are captured without requiring manual input, enabling seamless integration with Spark Replay for instant highlight creation.

Acceptance Criteria
High-Scoring Contribution Flagging
Given a user’s challenge contribution pushes their score into the top 25% of active participants, when the contribution is recorded, then the system flags the interaction as high-scoring and logs a timestamp for Spark Replay.
Milestone Completion Detection
Given a participant completes a predefined challenge milestone, when the milestone threshold is reached, then the system automatically flags the achievement event, captures user and milestone metadata, and timestamps it for highlight creation.
Peer Recognition Flagging
Given a user receives peer recognition (badge or point award) during a live challenge, when the recognition is processed, then the system flags the recognition event and appends it to the real-time highlight queue with accurate timing.
Rapid Successive Interaction Aggregation
Given a user performs three or more high-impact actions within 60 seconds, when these actions are processed, then the system aggregates and flags both the first and final action as a single highlight event with a consolidated timestamp range.
Cross-Timezone Event Synchronization
Given key events occur across different user timezones, when the system flags these events, then all timestamps are normalized to UTC and recorded in real time to ensure consistent highlight sequencing.
Post-Session Highlight Generation
"As a team lead, I want the system to compile flagged highlights into a post-session replay so that I can quickly review and share the most memorable team achievements."
Description

Aggregate all automatically flagged moments at the end of each challenge session and generate a consolidated highlight reel. This feature compiles timestamps, contributor names, and context tags into a cohesive replay, streamlining post-session reviews and celebrations.

Acceptance Criteria
Automatic Highlight Aggregation Trigger
Given a challenge session ends When the session timer reaches zero Then the system automatically collects all Moment Marker flags without manual input
Consolidated Highlight Reel Generation
Given flagged timestamps exist When aggregation completes Then a cohesive replay including video snippets plays back in chronological order
Attribution of Contributors in Highlights
Given each flag has an associated user When the highlight reel is generated Then each clip displays the contributor’s name and avatar
Context Tag Attachment in Highlights
Given each flag includes context tags When the highlight reel is compiled Then each clip displays its corresponding tag and tag color coding
Exporting and Downloading Highlight Reel
Given the highlight reel is generated When a user clicks the download button Then the system exports a video file includes combined clips, names, and tags and prompts the user to save it
Customizable Highlight Criteria
"As a team lead, I want to customize the criteria for what gets flagged so that the Moment Marker reflects the moments that matter most to my team’s objectives."
Description

Provide configurable settings that allow users to define what constitutes a key interaction—such as point thresholds, specific event types, or keywords. This customization ensures that the Moment Marker aligns with each team’s unique goals and culture.

Acceptance Criteria
Point Threshold Configuration
Given an admin sets the point threshold to 50 in the highlight settings, When a team member earns 50 or more points in a challenge, Then Moment Marker automatically flags that interaction with a highlight timestamp.
Event Type Filtering
Given a user selects 'Code Merge' and 'Bug Fix' as highlight event types, When these events occur during a challenge session, Then Moment Marker creates highlights only for those event types and ignores other events.
Keyword-Based Highlighting
Given a custom keyword 'refactor' is entered in the highlight settings, When an interaction description contains the word 'refactor', Then Moment Marker flags that interaction and assigns a highlight timestamp.
Invalid Criteria Handling
Given a user inputs an invalid point threshold or unsupported event type, When the settings are saved, Then the system displays a validation error message and prevents saving invalid criteria.
Dynamic Criteria Update
Given a challenge is in progress, When the admin updates the highlight criteria, Then subsequent interactions are evaluated against the new criteria and appropriate highlights are recorded.
Timestamp Tagging Integration
"As a team lead, I want each flagged moment to include exact timestamps so that I can jump directly to specific highlights during retrospectives and share them with my team."
Description

Integrate precise timestamp tagging into the Spark Replay pipeline, embedding exact start and end times for each flagged moment. This ensures seamless navigation within replay videos and accurate linking to original session content.

Acceptance Criteria
Automatic Start Time Tagging
Given a user completes a challenge event and Moment Marker flags the event, when the flag is triggered, then the system records and embeds the event’s precise start timestamp into the Spark Replay metadata within 2 seconds accuracy.
Automatic End Time Tagging
Given a Moment Marker flagged event, when the event concludes, then the system captures and appends the exact end timestamp to the flagged moment’s metadata in Spark Replay without manual input.
Seamless Video Navigation
Given a replay video with multiple flagged moments, when a user selects a moment marker from the timeline, then the video playback jumps to the exact start timestamp of that moment within 500ms accuracy.
Accurate Session Linkback
Given a flagged moment in Spark Replay, when a user clicks 'View Original Session', then the system opens the original session content at the precise start timestamp of the flagged moment.
Concurrent Flag Handling
Given multiple flagged moments occur simultaneously in a session, when timestamps are tagged, then each flagged moment’s start and end times are individually recorded and no timestamps are overwritten or lost.
Analytics Dashboard Integration
"As a team lead, I want to view analytics on all flagged moments so that I can understand engagement patterns and recognize high-performing contributors at a glance."
Description

Surface aggregated data on flagged moments—such as frequency of highlights, top contributors, and event type distribution—within the PulseJoy analytics dashboard. This provides actionable insights into team engagement and performance trends over time.

Acceptance Criteria
Viewing Highlight Frequency Overview
Given the analytics dashboard is open and the user selects a time period, When the system aggregates flagged moments, Then the 'Highlights Overview' widget displays the accurate total count of flagged moments for that period.
Identifying Top Contributors
Given the analytics dashboard is open, When the user views the 'Top Contributors' section, Then the dashboard lists contributors sorted by number of flagged moments, showing at least the top five with their respective counts.
Analyzing Event Type Distribution
Given the analytics dashboard is open, When the user views the 'Event Type Distribution' chart, Then the chart displays percentage breakdown for each event type, summing to 100%.
Filtering Data by Time Range
Given the analytics dashboard is open, When the user applies a custom date range filter, Then all displayed metrics (frequency, top contributors, event distribution) update to reflect data only within the selected range.
Exporting Engagement Insights
Given the analytics dashboard is open, When the user clicks the 'Export CSV' button, Then a downloadable CSV file is generated containing aggregated metrics for flagged moments, including timestamps, contributor IDs, and event types.

AutoCut Composer

Uses AI-driven editing to assemble flagged moments into a polished highlight reel complete with smooth transitions and dynamic pacing. Teams receive share-ready videos instantly, saving time and maintaining engagement momentum.

Requirements

AI Clip Assembly
"As a team lead, I want the system to automatically compile my flagged video moments into a cohesive highlight reel so that I can quickly share engaging summaries without manual editing."
Description

The AutoCut Composer must automatically assemble user-flagged video segments into a cohesive highlight reel by leveraging an AI-driven editing engine. This engine will analyze the flagged timestamps and intelligently order and merge clips, ensuring seamless integration of key moments. The system should support various clip lengths and accommodate different video resolutions while preserving audio-video synchronization. The automated assembly reduces manual editing time, maintains content flow, and delivers a ready-to-review reel that reflects collaborative achievements and critical highlights.

Acceptance Criteria
Sequential Ordering of Flagged Clips
Given user-flagged segments When AutoCut Composer runs Then the output reel includes all flagged clips in the exact order they were flagged, with no missing or duplicated segments
Smooth Transition Application
Given two adjacent clips in the assembled reel When transitions are applied Then each transition is a consistent 1–2 second crossfade or wipe with no visual glitches or abrupt cuts
Resolution Normalization Across Clips
Given input clips of varying resolutions When assembling the highlight reel Then the final video uses the highest input resolution, preserving aspect ratio and avoiding black bars or stretching
Audio-Video Synchronization Integrity
Given the original audio-video alignment in each flagged segment When the reel is generated Then no segment exhibits audio lead or lag exceeding 50 milliseconds
Automated Export and Preview Ready Reel
Given a completed AI assembly When export is triggered Then the system produces a share-ready MP4 file and provides a preview link within 30 seconds
Transition Effects Integration
"As a project coordinator, I want the highlight reel to include smooth transitions between clips so that the final video feels polished and professional."
Description

AutoCut Composer must incorporate a library of smooth transition effects that seamlessly connect adjacent clips in the highlight reel. The system should support customizable transition styles (e.g., fade, slide, wipe) and allow the AI engine to select optimal transitions based on clip content and pacing. Transitions must be rendered in high quality without introducing visual artifacts or audio glitches, ensuring professional-grade output that enhances viewer engagement and maintains visual continuity.

Acceptance Criteria
Fade Transition in Quiet Dialogue Clips
Given two adjacent clips with minimal visual movement and low audio variation, when the AI applies a fade transition, then the video crossfades smoothly over the specified duration without flickering or abrupt visual jumps and the audio crossfade maintains consistent volume levels without glitches.
Slide Transition for High-Action Sequences
Given two dynamic, action-packed clips, when the AI selects a slide transition, then the slide direction matches the dominant motion vector, completes within the configured duration, and preserves frame rates without stuttering or warping artifacts.
Wipe Transition for Thematic Scene Changes
Given clips with distinct thematic content changes, when the AI chooses a wipe transition style, then the wipe edge aligns precisely with clip boundaries, executes within the set transition timeframe, and does not introduce visual artifacts or color banding.
Custom Transition Overrides by User Settings
Given user-defined transition style and duration preferences, when rendering the highlight reel, then the system applies the exact specified transition type and timing, overriding AI defaults, and produces output matching user configurations.
Render Quality Validation for Combined Transitions
Given a highlight reel containing multiple transition types, when exporting the final video, then all transition segments render at the target resolution and bitrate without dropped frames, visible compression artifacts, or audio desynchronization across boundaries.
Dynamic Pacing Adjustment
"As a product manager, I want the tool to adjust clip pacing based on my chosen reel length so that the final video matches my presentation time constraints without losing critical content."
Description

The composer must dynamically adjust clip durations and pacing according to the overall reel length preference and content intensity. It should automatically shorten or extend individual segments to achieve balanced pacing, calculate optimal clip ordering, and insert micro-edits to sustain viewer interest. Users can specify target reel duration (e.g., 1, 3, or 5 minutes), and the system adapts segment timing and frequency of transitions to meet that duration while preserving key highlights.

Acceptance Criteria
Setting Target Reel Duration
Given the user selects a target reel duration of 1, 3, or 5 minutes, when the AutoCut Composer processes the clips, then the combined reel duration must be within ±2 seconds of the target.
Adjusting Clip Durations Based on Content Intensity
Given each clip is tagged with an intensity score, when composing the reel, then high-intensity clips are shortened by up to 20% and low-intensity clips are extended by up to 20% to balance pacing.
Balancing Pacing Across Reel
Given a generated reel, when analyzed, then the variation in clip durations between consecutive segments does not exceed 15% to maintain smooth pacing.
Optimizing Clip Ordering Automatically
Given a pool of flagged highlights, when ordering clips, then the system ensures no two clips of the same intensity category are adjacent and key highlights are evenly distributed throughout the reel.
User Verification of Final Reel Duration
Given the reel is ready for review, when the user exports the video, then the final file’s duration metadata matches the specified target within the allowed tolerance.
Template-based Reel Generation
"As a marketing lead, I want to apply pre-designed templates to my highlight reel so that it aligns with our brand identity and looks consistent across all videos."
Description

AutoCut Composer should offer a set of customizable video templates that define visual styles, overlays, and branding elements. Each template includes presets for intro/outro segments, lower-thirds, title cards, and color schemes. The system applies the selected template to the assembled reel, automatically positioning graphics and text overlays. Templates must be responsive to different aspect ratios (16:9, 1:1, 9:16) and allow users to preview and choose from multiple style options before final export.

Acceptance Criteria
Template Selection and Preview
Given a list of available templates, when the user selects a template, then the system displays a live preview reflecting the chosen visual style, overlays, and branding elements.
Responsive Aspect Ratio Application
Given a selected template and an input video, when the user chooses an aspect ratio (16:9, 1:1, 9:16), then the template adjusts all graphics and text overlays to fit without distortion or cropping.
Branding Element Integration
Given template presets for lower-thirds, title cards, and color schemes, when the user applies a template, then all branding elements are correctly positioned and styled according to the preset definitions.
Intro and Outro Preset Application
Given selected intro and outro presets, when the reel is assembled, then the system inserts the intro at the start and the outro at the end with smooth transitions that match the template's pacing.
Final Export Consistency
Given a user-confirmed preview, when the user exports the reel, then the output video includes all template elements and matches the preview in resolution, aspect ratio, and styling.
Instant Export & Sharing
"As a remote team member, I want to export and share the finished highlight reel instantly so that I can post it to our Slack channel without waiting for lengthy render times."
Description

The composer must provide an export module that renders the final highlight reel in common video formats (MP4, MOV) and resolutions (1080p, 720p). It should support direct integration with collaboration platforms and social channels (e.g., Slack, Microsoft Teams, LinkedIn) via API connectors. Export operations must occur within a configurable time frame (e.g., under 60 seconds for a 3-minute reel) to ensure near-instant availability. The system should generate shareable links and embed codes, enabling users to distribute content without additional tooling.

Acceptance Criteria
Rendering Highlight Reel in MP4 and MOV Formats
Given a completed highlight reel, when the user selects MP4 or MOV format and 1080p or 720p resolution, then the system exports the file in the chosen format and resolution within 60 seconds.
Direct Integration with Slack
Given valid Slack workspace and channel credentials, when the user chooses to export the reel directly to Slack, then the system uploads the video to the specified channel and returns a success confirmation.
Direct Integration with Microsoft Teams
Given valid Microsoft Teams credentials and a target team/channel, when the user initiates export to Teams, then the system posts the video to the designated channel and confirms the post succeeded.
Direct Integration with LinkedIn
Given a connected LinkedIn account, when the user exports the reel to LinkedIn, then the system publishes the video as a post on the user’s LinkedIn profile or company page and displays a publish confirmation.
Configurable Export Time Frame
Given a 3-minute highlight reel and an export time threshold set to 60 seconds, when exporting, then the system completes the render process in under the configured threshold for at least 95% of attempts during testing.
Generation of Shareable Link and Embed Code
Given a completed export, when the export process finishes, then the system generates a unique shareable link and valid embed code that allows external users with proper permissions to view the video without additional tooling.

Theme Fusion

Offers customizable themes and branding overlays for highlight reels, allowing teams to reinforce company culture and event-specific styles. Users can choose color schemes, logos, and music tracks to align videos with their brand identity.

Requirements

Theme Template Library
"As a team lead, I want to browse and select from pre-built theme templates so that I can quickly apply consistent branding to highlight reels without designing from scratch."
Description

Provide a curated library of pre-designed theme templates for highlight reels, each including color schemes, font pairings, logo placements, and music suggestions. Users can browse, preview, and select templates to apply instantly, ensuring consistent branding and reducing design time. The library should allow adding, updating, and retiring templates and integrate seamlessly with the reel creation workflow.

Acceptance Criteria
Browsing and Previewing Theme Templates
Given the user navigates to the Theme Template Library, When they click on a template’s thumbnail, Then a preview modal displays the template’s color scheme, font pairing, logo placement, and sample music track within 2 seconds, And the user can close the modal without errors.
Applying a Selected Theme Template
Given the user has selected a template in the Theme Template Library, When they click 'Apply Template', Then the reel editor updates immediately to reflect the template’s colors, fonts, logo placement, and default music across all reel content, And a confirmation notification appears.
Adding a New Theme Template
Given the user has admin privileges and is on the Add Template form, When they complete all required fields with valid inputs and click 'Save', Then the new template is saved, appears in the library with a 'New' badge, and passes validation checks for unique name and file size limits.
Updating an Existing Theme Template
Given the user has admin privileges and selects 'Edit' on an existing template, When they modify one or more template settings and click 'Save', Then the changes are persisted, the library list updates to reflect the new settings, and applying the template uses the updated values.
Retiring a Theme Template
Given the user has admin privileges and views a template in the library, When they click 'Retire Template' and confirm the action, Then the template status is set to 'Retired', it is removed from the active library view, and it cannot be applied to new reels but remains accessible in an 'Archived' filter.
Custom Color Palette Editor
"As a content designer, I want to define a custom color palette so that our highlight reels reflect our unique brand identity and adhere to accessibility standards."
Description

Enable users to define and save custom color palettes by selecting from a color picker, entering hex codes, or choosing from accessible contrast presets. The editor should validate color combinations for readability, allow naming and versioning of palettes, and integrate with templates and real-time preview.

Acceptance Criteria
Create and Save Custom Palette
Given the user opens the custom color palette editor and defines a palette by selecting colors via the picker or entering hex codes, When the user provides a unique name and clicks “Save”, Then the system stores the palette with the correct name, displays it in the user’s palette list, and assigns an initial version number.
Validate Color Contrast
Given the user selects or edits two colors for text and background in the palette editor, When the selected combination fails to meet a minimum 4.5:1 contrast ratio, Then the system displays a validation warning and prevents saving until the combination meets accessibility standards.
Versioning Existing Palette
Given the user opens an existing saved palette and makes changes to one or more colors, When the user names the update and clicks “Save New Version”, Then the system creates a new version entry, preserves the original palette version, increments the version number, and lists both versions in the user’s palette history.
Real-Time Template Preview Integration
Given the user has defined or selected a custom palette, When the user applies this palette to a chosen template in the preview panel, Then all template elements (text, backgrounds, buttons) immediately update to reflect the palette colors without a page reload.
Apply Accessible Contrast Preset
Given the user chooses an accessible contrast preset in the palette editor, When the preset is applied, Then all color combinations in the preset meet WCAG AA contrast requirements and the system confirms successful application.
Logo and Watermark Integration
"As a marketing manager, I want to overlay our company logo or watermark on highlight reels so that each video reinforces our brand identity."
Description

Allow users to upload, position, scale, and adjust the opacity of logos or watermarks on highlight reels. Support PNG and SVG formats, enable preset placements (e.g., corner, center), and store multiple assets in a user library. Changes should reflect immediately in previews and persist across reel exports.

Acceptance Criteria
Logo Upload in Supported Format
Given a user attempts to upload a logo file in PNG or SVG format, When the upload is initiated, Then the system accepts the file and adds it to the user’s asset library, and rejects any other formats with an appropriate error message.
Adjust Logo Position and Scale
Given a logo placed on the preview canvas, When the user drags the logo or uses numeric input fields to change its position or scale, Then the preview updates to reflect the new position and scale values accurately.
Adjust Logo Opacity
Given a logo on the preview canvas, When the user moves the opacity slider or enters a percentage value, Then the logo’s transparency in the preview updates immediately to match the specified opacity level.
Select Preset Logo Placement
Given a set of preset placement options (e.g., top-left, top-right, center), When the user selects a preset from the menu, Then the logo moves instantly to the chosen corner or center position in the preview.
Manage Multiple Logo Assets
Given the user’s asset library, When the user uploads multiple logos, Then each new logo appears in the library list with a thumbnail preview, and the user can select any one logo as the active watermark for their reel.
Real-time Preview Updates
Given any change to logo attributes (position, scale, opacity), When the user makes an adjustment, Then the highlight reel preview reflects the change within one second without needing a manual refresh.
Persist Logo Settings on Export
Given finalized logo settings on the preview, When the user exports the highlight reel, Then the exported video file includes the logo at the exact position, scale, and opacity as shown in the preview.
Music Track Upload and Management
"As an event coordinator, I want to upload custom music tracks to my themes so that each highlight reel features the appropriate soundtrack for our company events."
Description

Provide functionality to upload, tag, and organize music tracks within the platform. Support common audio formats, display metadata, enable royalty compliance checks, and allow users to preview tracks within the theme builder. Users can assign default tracks to themes and remove or replace tracks as needed.

Acceptance Criteria
Uploading a Supported Audio Format
Given the user selects an MP3 or WAV file under 20MB and clicks upload, when the upload completes without errors, then the track is stored in the library, metadata (filename, duration, artist, album) is displayed correctly, and a success notification appears.
Tagging and Organizing Uploaded Tracks
Given multiple uploaded tracks in the library, when the user adds or edits genre, mood, and custom tags and saves, then the updated tags are persisted, displayed in the track details, and filterable in the library view.
Previewing Tracks in the Theme Builder
Given the user opens the theme builder and selects a track from the library, when they click the preview button, then the track plays within the builder interface without interruption, and playback controls (play, pause, seek) function correctly.
Assigning Default Music Track to a Theme
Given a saved theme with no default track, when the user selects a track and assigns it as default then saves the theme, then the theme displays the chosen track as its default in both preview and export modes, and no other track is set as default.
Removing and Replacing an Existing Track
Given a track assigned to a theme, when the user chooses to remove or replace it and confirms the action, then the old track is removed from the theme, the new track (if replaced) is assigned with its metadata updated, and a confirmation message is displayed.
Real-time Preview and Editing
"As a content creator, I want to see real-time updates to my theme selections so that I can fine-tune the design and audio before exporting the final reel."
Description

Implement a live preview pane that updates immediately as users adjust theme settings—colors, logos, fonts, and music. Provide playback controls, resolution settings, and timestamp scrubbing. Ensure low latency updates and accurate representation of the final export in the preview.

Acceptance Criteria
Live Theme Color Adjustment
Given the user opens the theme settings pane and adjusts a color using the color picker, When the color selection changes, Then the preview pane updates to reflect the new color within 200 milliseconds and matches the final export color values exactly.
Logo Overlay Positioning
Given the user uploads a company logo and drags it within the preview pane, When the user releases the drag, Then the logo’s position updates immediately in the preview and persists in the same position when the settings are saved and reopened.
Font Style Immediate Application
Given the user selects a new font style from the font dropdown, When the selection changes, Then all text elements in the preview update instantly to the chosen font and display identically to the exported video.
Background Music Sync Playback
Given the user adds a background music track and clicks the play button, When playback starts, Then the audio and video in the preview pane begin in sync within 300 milliseconds of the user action and maintain sync throughout playback.
Resolution and Timestamp Scrubbing
Given the user selects a resolution option and drags the timestamp scrubber, When the scrubber position changes, Then the preview displays the corresponding frame at the chosen resolution within 50 milliseconds and accurately represents the frame in the final export.
Theme Sharing and Collaboration
"As a team lead, I want to share my custom themes with colleagues so that everyone on the team can maintain consistent styling across highlight reels."
Description

Allow users to share custom themes with other team members or across projects. Support exporting and importing theme packages (including palettes, logos, and music references), version history, and access permissions. Provide a searchable repository of shared themes within the organization.

Acceptance Criteria
User Shares Theme Package
Given a user has a custom theme created in Theme Fusion When the user selects ‘Export and Share’ and chooses one or more recipients Then the system generates a .themepkg file containing the selected palettes, logos, and music references; makes the file available for download and generates a sharable link; and sends notifications to the recipients with access instructions
User Imports Shared Theme
Given a user has received a valid .themepkg file or link When the user clicks ‘Import Theme’ and selects the file or pastes the link Then the system validates the package contents, imports palettes, logos, and music references into the current project, applies the theme within 3 seconds, and displays a success confirmation
Theme Version History Access
Given a shared theme with multiple versions saved When a user opens the theme’s version history view Then the system lists all versions in chronological order with timestamps, author names, and change summaries, and provides a ‘Restore’ action for each version that reverts the current theme to the selected version upon confirmation
Access Permission Configuration
Given a shared theme in the organizational repository When the theme owner edits access permissions Then the system displays current permission levels, allows the owner to assign read-only or edit rights to individual users or groups, saves changes, and enforces permissions during subsequent access attempts
Theme Repository Search and Retrieval
Given an organization-wide repository of shared themes When a user searches by keyword, tag, owner, or project name Then the system returns matching themes sorted by relevance, provides filters for date range and access level, displays theme previews (color palette and logo), and allows the user to select and import a theme into a project

PulseShare

Enables one-click distribution of highlight reels across Slack, Teams, email, and social platforms. It ensures achievements are celebrated widely, increasing visibility and fostering community recognition both inside and outside the organization.

Requirements

Cross-Platform API Integration
"As a team lead, I want to share highlight reels to multiple platforms with one click so that I can efficiently celebrate team achievements across all channels."
Description

Implement seamless connections to Slack, Microsoft Teams, email servers, and major social networks (LinkedIn, Twitter, Facebook) via their APIs to enable one-click distribution of highlight reels. This integration ensures reliability, maintains message formatting across platforms, and handles rate limiting and authentication workflows to provide a smooth user experience.

Acceptance Criteria
Slack Highlight Reel Sharing
Given a user with valid Slack authentication and channel selection, when the user clicks "Share to Slack", then the highlight reel is posted to the chosen Slack channel within 5 seconds, preserving text formatting, embedded images, and hyperlinks.
Teams Highlight Reel Sharing
Given a user with valid Microsoft Teams credentials and team/channel selection, when the user initiates sharing, then the highlight reel appears in the selected Teams channel within 5 seconds with intact formatting and attachments.
Email Highlight Reel Distribution
Given a user with configured SMTP/email server settings and recipient list, when the user sends the highlight reel via email, then the email is delivered to all recipients within 30 seconds with the correct subject line, body content, and inline images.
LinkedIn Highlight Reel Posting
Given a user connected to LinkedIn with publish permissions, when the user opts to share the highlight reel, then a new LinkedIn post is created containing the reel content and media, and the user receives a confirmation of successful posting.
Twitter Highlight Reel Tweet
Given a user authenticated via OAuth to Twitter, when the user selects "Share to Twitter" for the highlight reel, then a tweet is published (with media if applicable) under 280 characters and the user is notified of success.
Facebook Highlight Reel Posting
Given a user authorized through Facebook API, when the user triggers "Share to Facebook", then the highlight reel is posted to the user's timeline or page with captions and media intact, and the user sees a success message.
Rate Limit and Error Handling
Given high-frequency share attempts or API rate limits, when the user exceeds platform limits or encounters an API error, then the system queues or retries the request according to backoff policy, logs the event, and displays a user-friendly error or retry notification.
Customizable Share Templates
"As a user, I want to customize message templates for different platforms so that each share aligns with the tone and style of the target channel."
Description

Provide a library of editable templates that let users tailor the title, description, images, and call-to-action for each platform. Users can select platform-specific presets or create and save their own templates, ensuring messages look polished and contextually appropriate wherever they are posted.

Acceptance Criteria
Apply Platform-Specific Preset Template
Given a user selects a platform preset, when they choose the 'Slack' preset and apply it to a highlight reel, then the title, description, image dimensions, and call-to-action adjust to Slack specifications without errors.
Create and Save Custom Template
Given a user customizes the title, description, images, and call-to-action, when they save the template under a new name, then it appears in the 'My Templates' library with all changes preserved.
Edit Existing Custom Template
Given a user opens a saved custom template, when they modify any field and re-save it, then the template library reflects the updated template and version history logs the change.
Preview Template Across Platforms
Given a user previews a selected template, when they switch between Slack, Teams, email, and LinkedIn preview modes, then the content layout, image cropping, and CTA placement update to match each platform's requirements.
Share Highlight Reel Using Chosen Template
Given a user selects a highlight reel and a template, when they click 'Share', then the reel is posted to the chosen platforms with the correct template applied and a confirmation message is displayed.
Share Scheduling and Automation
"As a user, I want to schedule highlight reel distribution to automatically post at predetermined times so that I can plan communications ahead and maintain consistent engagement."
Description

Enable users to schedule highlight reel distributions in advance, choosing specific dates and times or setting recurring patterns. The system queues and automatically posts content at optimal engagement windows, with reminders and a calendar view for managing pending shares.

Acceptance Criteria
Schedule Highlight Reel for Single Future Date
Given the user is on the share scheduling interface and selects a specific future date and time, when the user clicks 'Schedule', then the highlight reel is saved in the queue with the correct date/time and status 'Scheduled'. When the scheduled date/time arrives, then the system automatically posts the highlight reel to all selected channels. Upon scheduling, the user receives a confirmation message indicating success.
Set Up Recurring Shares at User-Defined Intervals
Given the user opts to create a recurring share pattern, when the user selects interval parameters (daily, weekly, monthly) and confirms, then the system generates the correct series of scheduled posts matching the selected pattern. All recurring entries should reflect accurate dates and times in the queue. The user should see a summary of the recurrence pattern before saving.
Post Scheduled Shares Automatically at Optimal Engagement Windows
Given the user enables 'Optimal Engagement Window' recommendations, when the user schedules a share, then the system suggests the highest-engagement time slots based on analytics. If the user accepts, the share is scheduled at that optimal time. The system logs rationale for time selection in the post metadata.
Manage and Edit Pending Scheduled Shares via Calendar View
Given the user accesses the scheduling calendar view, when the user clicks on a pending scheduled share, then an edit modal displays the current date/time, recurrence pattern, and channels. Upon updating any field and saving, the calendar reflects the change immediately, and the queue updates accordingly.
Receive Reminders for Impending Scheduled Shares
Given the user has scheduled shares within the next 24 hours, when the reminder threshold time is reached (configurable by the user), then the system sends an in-app notification and email reminder listing all imminent shares. The reminder must include title, scheduled time, and channels for each share.
Share Analytics Dashboard
"As a team lead, I want to view analytics on shared reels so that I can measure engagement levels and optimize future content distribution."
Description

Develop an analytics dashboard that tracks delivery status, view counts, click-through rates, and reactions for each shared highlight reel. Provide visual reports and exportable data to help users measure engagement, compare performance across platforms, and refine sharing strategies.

Acceptance Criteria
Real-time Delivery Status Tracking
Given a shared highlight reel, when the user opens the analytics dashboard, then the delivery status is displayed as 'Sent', 'Delivered', or 'Failed' within 5 seconds.
View Counts Monitoring
Given a highlight reel, when any user views the reel, then the view count increments immediately and is accurately reflected on the dashboard with an accuracy of ±1 view.
Click-Through Rate Analysis
Given a highlight reel containing embedded links, when recipients click any link, then the dashboard calculates and displays the click-through rate as (clicks/views)*100 rounded to one decimal place.
Reaction Aggregation Overview
Given user reactions such as emojis, when users react to a highlight reel, then the dashboard aggregates and displays the total count for each reaction type sorted by frequency.
Exportable Engagement Data
Given the analytics dashboard, when the user clicks the 'Export CSV' button, then a downloadable CSV containing delivery status, view counts, click-through rates, and reaction totals is generated and available within 3 seconds.
Access Control and Permissions
"As an admin, I want to set permissions for share capabilities so that only authorized users can distribute highlight reels and maintain content governance."
Description

Implement role-based permissions and approval workflows to control who can create, edit, and distribute highlight reels. Administrators can define user roles, require managerial approval for large broadcasts, and audit sharing history to maintain compliance and brand consistency.

Acceptance Criteria
Admin Defines User Roles
Given an administrator accesses the role management interface, when they assign ‘create’, ‘edit’, or ‘distribute’ permissions to a user role, then the system saves and displays the updated permissions accurately in the roles list.
Editor Restricted Access
Given a user without ‘edit’ permission attempts to modify a highlight reel, when they click ‘Edit’, then the system displays an ‘Access Denied’ message and prevents any changes.
Managerial Approval for Large Broadcasts
Given a user initiates distribution of a highlight reel to over 500 recipients, when the user clicks ‘Send’, then the system triggers a managerial approval request and sends a notification to the user’s manager.
Approval Workflow Completion
Given a manager receives an approval request for a large broadcast, when the manager approves the request, then the system automatically completes the distribution and logs the approval event.
Audit Sharing History Access
Given an administrator views the audit log, when they filter by date, user, or action type, then the system displays a sortable list of all share events with timestamps and user information.

Replay Insights

Generates analytics on highlight reel performance—views, shares, and engagement metrics—so team leads can measure impact, identify popular challenge types, and refine future events for maximum morale boost.

Requirements

Analytics Dashboard
"As a tech team lead, I want to view a dashboard of highlight reel performance so that I can quickly assess team engagement and impact."
Description

Provide a centralized dashboard displaying highlight reel performance metrics—views, shares, likes, comments, and engagement over time—with interactive charts, filters by team, date range, and challenge type. Integrates seamlessly into the PulseJoy UI, updates in real time, and enables leaders to monitor and assess team participation and morale impact at a glance.

Acceptance Criteria
Real-Time Metrics Update
Given the dashboard is open, when new highlight reel metrics are received, then all charts and figures refresh to reflect updated views, shares, likes, comments, and engagement metrics within 5 seconds without requiring a manual page reload.
Filtering by Team
Given a specific team is selected in the team filter dropdown, when the filter is applied, then the dashboard displays only the metrics (views, shares, likes, comments, engagement) associated with that team.
Filtering by Date Range
Given a start and end date are chosen using the date picker, when the date range is confirmed, then all dashboard charts update to show metrics exclusively within the selected date range.
Filtering by Challenge Type
Given a challenge type is selected from the challenge type filter menu, when the filter is applied, then the dashboard refreshes to show only the highlight reel metrics for that challenge type.
Interactive Chart Drill-Down
Given a user clicks on any data point within a chart (e.g., bar, line, pie), when the click is detected, then a modal displays a detailed breakdown of the underlying metrics for that specific data point.
Custom Engagement Reports
"As a team lead, I want to generate custom reports for specific periods so that I can share targeted insights with stakeholders."
Description

Enable team leads to generate customizable reports on highlight reel analytics by selecting date ranges, teams or user segments, and specific metrics. Reports can be exported in PDF or CSV formats and emailed directly to stakeholders. This feature facilitates tailored insights sharing and supports data-driven decision making for future events.

Acceptance Criteria
Generate PDF Report for Selected Date Range and User Segment
Given a team lead has selected a valid start and end date and at least one user segment, when they click the 'Generate PDF' button, then the system generates a PDF report containing highlight reel analytics matching the selected filters, includes formatted headers, footers, page numbers, and downloads the file within 30 seconds.
Export CSV Report for Team Engagement Metrics
Given a team lead has filtered by one or more teams and chosen specific metrics, when they click the 'Export CSV' button, then the system produces a CSV file with column headers for each selected metric, populates rows for each user or highlight reel, and makes the file available for download immediately.
Email Report to Stakeholders Immediately After Generation
Given a team lead has generated a report and provided one or more stakeholder email addresses, when they select 'Email Report' and confirm, then the system sends the report as an attachment (PDF or CSV) to all specified addresses, and displays a confirmation message with a timestamp.
Schedule Recurring Engagement Report Emails
Given a team lead is on the scheduling interface, when they set a recurrence pattern (daily, weekly, or monthly), choose date range presets, select metrics, format, and enter stakeholder emails, then the system saves the schedule, sends the first report at the next scheduled time, and provides a success notification.
Validate Report Accuracy Against Database Records
Given a generated report for a given date range, when a tester cross-checks the report values against database query results for views, shares, and engagement counts, then all report metrics match the queried data within a 0.5% variance margin.
Real-time Metrics Streaming
"As a team lead, I want real-time updates on highlight reel engagement so that I can react promptly to participation trends."
Description

Implement real-time streaming of engagement data for highlight reels, automatically refreshing metrics as users view, like, or share content. Provides instantaneous feedback on participation levels and helps leaders identify surges or drops in engagement as they occur, enabling timely interventions or acknowledgments.

Acceptance Criteria
Real-Time View Count Update
Given a highlight reel is being viewed by a user, when the user’s view is registered, then the view count displayed in the UI must increment and refresh on all active clients within 1 second.
Instant Like Count Refresh
Given a user clicks the “like” button on a highlight reel, when the like action is processed by the server, then the like count must update and propagate to all connected clients within 1 second with no manual refresh required.
Live Share Metrics Broadcasting
Given a user shares a highlight reel via any supported channel, when the share event is confirmed, then the share metric on the reel’s dashboard must increment and broadcast to all viewers within 2 seconds.
Engagement Surge Detection Alert
Given a highlight reel receives a rapid increase in combined views, likes, and shares, when the engagement rate increases by more than 30% over a rolling 5-minute window, then the system must trigger a visible alert to the team lead within 30 seconds.
Offline to Online Metrics Synchronization
Given a user’s client experiences temporary network disconnection, when the connection is restored, then any missed view, like, or share events must synchronize with the server and update the real-time metrics within 10 seconds.
Trend Analysis
"As a tech team lead, I want to see engagement trends so that I can plan future challenges for maximum morale boost."
Description

Analyze engagement trends over customizable time periods, identifying peak participation windows, most popular challenge types, and top contributors. Visualize patterns through line and bar charts, and offer AI-driven suggestions for future event types based on historical performance to maximize morale and involvement.

Acceptance Criteria
Custom Time Range Trend Analysis
Given the team lead selects a custom start and end date for trend analysis, When the system processes engagement logs for that period, Then the dashboard displays total interactions, daily averages, and highlights peak participation windows.
Visualization of Engagement Patterns
Given engagement data for a selected period, When the system renders the trend analysis view, Then users see line charts for daily participation and bar charts for challenge-type frequency with clear labels and legends.
Popular Challenge Type Identification
Given historical data across the selected timeframe, When the trend analysis is generated, Then the system lists the top three most participated challenge types ranked by number of completions.
Top Contributor Ranking
Given the aggregated engagement metrics over the chosen period, When the report is displayed, Then the system shows a ranked list of the top five contributors with their participation counts.
AI-Driven Event Suggestion Generation
Given at least three months of historical engagement data, When the lead requests event suggestions, Then the system provides three AI-generated event type recommendations with confidence scores and rationale based on past performance.
Insights Export API
"As a data analyst, I want an API to fetch highlight reel metrics so that I can integrate them into our enterprise reporting tools."
Description

Provide a secure RESTful API endpoint for exporting raw and aggregated highlight reel metrics to third-party analytics platforms. Support pagination, filtering by date, team, and metric type, and include authentication via API keys. Enables data analysts to integrate PulseJoy insights into enterprise reporting workflows.

Acceptance Criteria
Export Metrics with Date and Team Filter
Given a valid API key and query parameters startDate, endDate, and teamId, When a GET request is made to /api/v1/insights/export, Then the API returns HTTP 200 with JSON containing only highlight reel metrics for the specified team between the given dates.
Pagination Functionality
Given a valid API key and pagination parameters page and pageSize, When a GET request is made to /api/v1/insights/export, Then the API returns HTTP 200 with a JSON array limited to pageSize items, includes totalCount, currentPage, and nextPageLink if more pages are available.
Filtering by Metric Type
Given a valid API key and a metricType filter (e.g., views, shares, engagement), When a GET request is made to /api/v1/insights/export, Then the API returns HTTP 200 with JSON containing only metrics of the specified type.
Authentication Enforcement
Given a missing, expired, or invalid API key, When any GET request is made to /api/v1/insights/export, Then the API returns HTTP 401 Unauthorized with an error code and descriptive message indicating authentication failure.
Export Raw and Aggregated Data
Given a valid API key and query parameter dataType set to raw or aggregated, When a GET request is made to /api/v1/insights/export, Then the API returns HTTP 200 with JSON containing either a list of individual metric events for raw or summarized metric counts for aggregated.

QuickMatch

Automatically pairs developers for duels based on availability, skill level, and preferred language, eliminating setup friction and letting you dive into head-to-head challenges instantly.

Requirements

Real-Time Availability Detection
"As a developer, I want the system to detect when I'm free so that I can be paired instantly for a duel without manual scheduling."
Description

Automatically monitors developers' calendars and statuses across collaboration tools to determine who is currently available for a QuickMatch duel. By integrating with calendars (Google Calendar, Outlook), Slack statuses, and IDE presence indicators, the system reduces coordination friction, ensures accurate pairing windows, and maximizes participation by presenting only active users as duel candidates.

Acceptance Criteria
Calendar Integration Success
Given the developer's Google Calendar and Outlook accounts are synced, when the system polls availability every 5 minutes, then it must update the user's availability status to 'busy' or 'available' within 30 seconds of any calendar event change with no errors.
Slack Status Sync Accuracy
Given the developer's Slack status is set, when the system queries the Slack API every minute, then it must reflect the exact status (active, away, or do-not-disturb) in QuickMatch without discrepancy.
IDE Presence Detection
Given the developer has the QuickMatch IDE plugin installed, when no IDE heartbeat is received for over 2 minutes, then the system must mark the user as 'inactive'; if a heartbeat is received, mark as 'active' immediately.
Availability Candidate Filtering
Given multiple availability signals from calendar, Slack, and IDE, when generating the QuickMatch candidate list, then the system must display only those users marked 'available' by all three sources.
Conflicting Signal Resolution
Given conflicting availability inputs (e.g., calendar shows free but Slack DND), when status conflicts arise, then the system must apply the precedence rules (calendar busy > Slack DND > IDE idle) and log the resolution decision.
Skill-Level Matching Algorithm
"As a team lead, I want duels to be balanced according to skill levels so that participants feel challenged yet not overwhelmed."
Description

Implements an algorithm that assesses developers' proficiency levels based on historical performance data, coding challenge results, and self-assessed expertise to generate balanced duels. This ensures fair competition, promotes skill development, and enhances engagement by matching peers with comparable abilities while still allowing for slight variances to encourage growth.

Acceptance Criteria
Developer Initiates Duel Request
Given a developer with at least 10 historical challenge results When they submit a duel request Then the system calculates the developer's proficiency score by combining historical data, coding challenge outcomes, and self-assessment
Opponent Selection Within Skill Threshold
Given two developers with calculated proficiency scores When generating match pairs Then the system pairs developers whose proficiency scores differ by no more than 10%
Fallback to Self-Assessment Data
Given a developer lacks sufficient historical data (fewer than 5 challenges) When requesting a duel Then the system uses the developer's self-assessed expertise level as the primary matching criterion
Insufficient Data Calibration Prompt
Given a developer has no historical data and no self-assessment When they request a duel Then the system prompts the developer to complete an initial calibration coding challenge before matching
Real-Time Score Update After Self-Assessment Change
Given a developer updates their self-assessed expertise level in their profile When the update is saved Then the system recalculates the proficiency score immediately and reflects changes in subsequent match pairings
Language Preference Filter
"As a developer, I want to be paired based on my chosen programming language so that I can compete in the environment I'm most comfortable with."
Description

Allows users to specify preferred programming languages for duels, ensuring that matches occur only when both participants share compatibility in language expertise. By filtering on language preferences, QuickMatch increases relevancy, reduces setup time, and improves the quality of the coding challenge experience.

Acceptance Criteria
Dual Language Preference Match
Given two developers both have selected 'Python' as their preferred language, When QuickMatch searches for duels, Then it should pair these developers together within 5 seconds.
Language Preference Exclusion
Given a developer has selected only 'JavaScript' and another has selected only 'Ruby', When QuickMatch attempts to match them, Then it should not pair these developers and should instead continue searching until compatible preferences are found or timeout at 10 seconds.
No Preference Fallback
Given a developer has left their language preference undefined, When QuickMatch searches for a match, Then it should only pair them with another developer who also has no language preference specified, within 5 seconds.
Invalid Language Entry
Given a developer enters an unsupported language code, When they save their preferences, Then the system should display a validation error message and prevent saving until a supported language is selected.
Language Preference Update Propagation
Given a developer updates their language preferences, When the update is saved, Then QuickMatch should reflect the new preferences in subsequent matching attempts within 2 minutes.
Instant Notification System
"As a participant, I want to receive instant notifications when a duel is proposed so that I can respond promptly and not miss the challenge."
Description

Sends real-time notifications via in-app alerts, email, or Slack when a duel is initiated, accepted, or pending, keeping participants informed and engaged. Customizable notification channels and preferences ensure that no match requests are missed, thereby accelerating response times and enhancing the flow of QuickMatch challenges.

Acceptance Criteria
Duel Initiation Notification
Given a developer initiates a QuickMatch duel When the duel request is successfully created in the system Then an in-app alert, email, and Slack message are sent within 5 seconds via the channels enabled in the initiator’s notification preferences, and each notification contains the duel ID, opponent’s name, and a direct link to accept the challenge.
Duel Acceptance Notification
Given an invited developer accepts a pending duel request When the acceptance action is recorded by the system Then both the challenger and the acceptor receive an in-app alert, email, and Slack message within 5 seconds via their configured channels, confirming the match start and providing a link to the duel environment.
Pending Duel Reminder
Given a duel request remains unaccepted for 2 minutes after initiation When the 2-minute timeout is reached Then a reminder notification is automatically sent via in-app alert and Slack or email (as per recipient’s preferences) to the invitee, including the original duel details and a prompt to respond.
Notification Preferences Management
Given a user updates their notification preferences (selecting channels, enabling/disabling alerts) When the preferences are saved Then all subsequent duel notifications (initiation, acceptance, reminders) respect the updated preferences and no notifications are sent through disabled channels.
Notification Failure and Retry
Given a notification attempt to an external channel (email or Slack) fails When the system detects the failure Then it retries sending up to three times at one-minute intervals and logs each attempt; if all retries fail, an in-app alert is sent to the initiating user indicating the delivery failure.
Automatic Challenge Setup
"As a developer, I want the system to set up the coding challenge environment automatically so that I can begin the duel without wasting time on configuration."
Description

Automates the creation of the duel environment by provisioning a shared coding workspace with predefined challenge templates, resources, and timers. This eliminates manual setup, standardizes the experience, and allows developers to start coding immediately upon match acceptance.

Acceptance Criteria
Match Acceptance Initiates Environment Provisioning
Given two developers have accepted a duel match, when the system provisions the workspace, then a shared coding environment is created within 5 seconds with the selected challenge template, resources, and timer initialized.
Predefined Template Application
Given a challenge template is selected for a duel, when the workspace is provisioned, then the exact template files, dependencies, and README instructions are loaded into the shared environment.
Timer Synchronization Verified
Given the duel has started, when the countdown timer begins, then all participants see the same remaining time accurate to within 1 second across different time zones.
Concurrent Duels Isolation
Given multiple duels are provisioned simultaneously, when each workspace is created, then no cross-access occurs and each environment remains isolated with unique session IDs.
Resource Accessibility Confirmed
Given the duel environment is live, when participants attempt to access provided resources (e.g., libraries, docs), then all referenced resources load without errors within 3 seconds.

Tiered Brackets

Groups participants into skill-based tiers so every duel is fair and competitive. Winners climb to higher brackets, ensuring balanced matchups and motivating constant improvement.

Requirements

Tier Assignment Algorithm
"As a team lead, I want the system to automatically assign members to appropriate skill tiers so that every duel is fair and competitive."
Description

Develop an algorithm that evaluates participant performance data and assigns users to skill-based tiers. The algorithm should consider metrics such as win/loss ratio, challenge difficulty, and participation frequency to ensure accurate placement. It must integrate with the existing user database, update assignments in real time after each duel, and support future adjustments to tier thresholds. Proper validation and testing must be included to guarantee fairness and consistency across all matches.

Acceptance Criteria
Initial Tier Assignment
Given a new user has completed at least five duels of varying difficulty, when the algorithm processes their performance data, then the user is assigned to the correct initial tier based on predefined win/loss ratio thresholds.
Real-Time Tier Update after Duel
Given a user completes a duel, when the duel result is recorded in the system, then the user's tier assignment is updated within 30 seconds and reflected immediately in the leaderboard.
Tier Threshold Adjustment Integration
Given an administrator updates tier threshold values in the system settings, when thresholds are modified, then the algorithm applies the new thresholds to all subsequent tier calculations without requiring system downtime.
Performance Metric Weighted Calculation
Given user performance data with weights (win/loss ratio 50%, challenge difficulty 30%, participation frequency 20%), when the algorithm calculates tier scores, then the results match the expected weighted calculation within a 1% margin of error.
Data Consistency and Fairness Validation
Given multiple duel results are processed concurrently, when the algorithm updates tiers for these users, then no conflicting tier assignments occur and all users receive consistent and fair tier placements.
Dynamic Bracket Visualization
"As a participant, I want to see my current bracket and potential matchups so that I can understand my standing and plan my next challenges."
Description

Create an interactive UI component that displays participants’ brackets in each tier, showing current matchups, past results, and potential opponents. The visualization should dynamically update after each match outcome, allow users to hover or click for detailed stats, and be responsive across desktop and mobile devices. It should integrate seamlessly with PulseJoy’s main dashboard and adhere to the product’s design standards.

Acceptance Criteria
Desktop Bracket Overview Display
Given the dashboard is opened on a desktop screen, when the Bracket Visualization loads, then all tiered brackets, current matchups, and past results are displayed according to design specifications at 1920×1080 resolution without horizontal scrolling.
Mobile Bracket Overview Display
Given the user opens the dashboard on a mobile device, when the Bracket Visualization loads, then the component adapts to a vertical scrollable layout with clear tier labels, properly scaled match cards, and no content overlap or cutoff.
Hover for Match Details
Given the user hovers over a match card on desktop, when the hover action occurs, then a tooltip appears displaying participant names, win–loss records, points scored, and previous head-to-head outcomes.
Click for Match Details on Mobile
Given the user taps a match card on a mobile device, when the tap action is registered, then a modal opens presenting detailed stats and match history with a close button returning to the bracket view.
Dynamic Update After Match Outcome
Given a match result is submitted, when the outcome is recorded, then the Bracket Visualization updates in real time, promotes the winner to the next bracket, updates past results, and recalculates potential opponents without manual refresh.
Dashboard Integration and Theming Compliance
Given the Bracket Visualization is embedded in the main dashboard, when the page loads, then it inherits global theme colors, typography, and spacing, passes automated UI style conformance tests, and meets accessibility standards.
Automated Bracket Progression
"As a participant, I want to be moved to a higher or lower bracket automatically after a series of duels so that my competition level matches my skill."
Description

Implement logic that promotes or demotes participants between brackets based on their duel outcomes. The system should automatically move winners up to the next tier and losers down, following predefined threshold rules. Progression events must trigger appropriate data updates, maintain leaderboard integrity, and handle edge cases such as ties or forfeits. Ensure the process runs smoothly without manual intervention.

Acceptance Criteria
Winner Promotion Scenario
Given a participant achieves 3 consecutive duel victories, when the system processes end-of-match results, then the participant is automatically moved to the next higher bracket
Loser Demotion Scenario
Given a participant records 3 losses within their current bracket, when the system processes end-of-match results, then the participant is automatically moved to the next lower bracket
Tie Handling Scenario
Given a duel result is recorded as a tie, when progression rules are applied, then neither participant is promoted nor demoted and a tie counter is incremented in their match history
Forfeit Handling Scenario
Given a participant forfeits a duel, when the forfeit is confirmed, then the participant is recorded with a loss and triggers demotion checks according to standard loss thresholds
Leaderboard Integrity Scenario
Given any bracket progression event occurs, when the leaderboard is regenerated, then all participants are listed exactly once per bracket, sorted by their current win–loss differential, and no ranking gaps exist
Skill-based Tier Calibration
"As a product manager, I want to adjust tier calibration rules so that I can fine-tune competition balance as user behavior evolves."
Description

Define and configure rules for calibrating tiers, including performance thresholds, minimum number of matches, and decay factors for inactivity. Provide an admin interface to adjust these parameters and preview their impact. Ensure that calibration settings are stored securely, versioned, and that changes propagate correctly to the tier assignment algorithm and progression logic.

Acceptance Criteria
Admin Accesses Calibration Settings UI
Given an authenticated admin navigates to the Tiered Brackets calibration page, When the page loads, Then the UI displays current performance thresholds, minimum matches, and decay factors in editable fields.
Admin Configures Minimum Matches Threshold
Given the admin enters a new minimum matches value of at least 1, When the admin saves changes, Then the system validates the input, displays a success message, and updates the minimum matches threshold in the settings.
Admin Adjusts Inactivity Decay Factor
Given the admin modifies the inactivity decay factor within allowed range (0–1), When the admin attempts to save an invalid value, Then the system rejects the change with a validation error; When saving a valid value, Then the new factor is stored successfully.
Admin Previews Impact of Calibration Changes
Given the admin has made changes to calibration parameters, When the admin clicks 'Preview Impact', Then the system displays a table showing affected user tiers based on sample data with before-and-after tier assignments.
System Persists and Version Controls Calibration Settings
Given the admin saves updated calibration parameters, When the save operation completes, Then the system securely stores the new settings, increments the version number, and ensures the tier assignment algorithm uses the latest version.
Promotion Notification System
"As a participant, I want to receive notifications when my tier changes so that I am informed of my progress and can celebrate or improve accordingly."
Description

Build a notification system that alerts participants when they are promoted or demoted between tiers. Notifications should be delivered via in-app messages and optional email or Slack integration. Each notification must include the new tier, reason for change, and encouragement to continue engaging. Ensure configurable notification templates and respect user preferences for channels and frequency.

Acceptance Criteria
In-App Promotion Notification
Given a participant’s tier has increased, When they log into PulseJoy, Then an in-app notification including their new tier, reason for change, and a motivational message is displayed.
Email Promotion Notification
Given a participant with email notifications enabled is promoted, When the promotion event occurs, Then an email is sent within five minutes containing the new tier, reason for change, and an encouragement statement.
Slack Demotion Notification
Given a participant with Slack integration enabled is demoted, When the demotion event occurs, Then a Slack message is posted to their configured channel with the new tier, reason for change, and a supportive encouragement.
Configurable Notification Template Update
Given an admin updates the notification templates, When the changes are saved, Then subsequent notifications reflect the updated template content for all channels without manual code changes.
Notification Frequency Preference Enforcement
Given a participant has selected a restricted notification frequency, When a promotion or demotion occurs within the restricted window, Then no notification is sent via any channel until the window has elapsed.

Spectator Mode

Enables teammates to watch live duels with synchronized code views and real-time commentary. Spectators can cheer, drop kudos, and learn best practices from peers, boosting team engagement and knowledge sharing.

Requirements

Real-time Code View Sync
"As a spectator, I want to see participants’ code updates in real time so that I can follow their progress and learn best practices."
Description

Implement a live synchronization mechanism that streams code changes from duel participants to spectators with minimal latency. The requirement includes scroll and cursor position syncing, syntax highlighting consistency, and a fallback option for connection issues. This feature ensures that all spectators view the exact same code context as participants, facilitating clear comprehension, reducing confusion, and enhancing learning opportunities during live duels.

Acceptance Criteria
Initial Code Synchronization on Duel Start
Given a duel session is initiated by two participants When the duel begins Then all connected spectators receive the full code buffer within 200ms of the first code render
Cursor and Scroll Position Updates
Given a participant moves their cursor or scrolls within the code editor When the movement occurs Then all spectators’ views update to reflect the exact cursor position and scroll offset within 100ms
Syntax Highlighting Consistency
Given code with multiple language constructs (keywords, strings, comments) When the code is broadcast to spectators Then the syntax highlighting matches the participants’ editor theme and styles without discrepancy
Fallback Mode Activation on Connection Loss
Given a spectator’s network connection experiences latency or packet loss When the connection falls below the threshold (e.g., 500ms round-trip) Then the system automatically switches the spectator to a lower-bandwidth fallback mode showing periodic code snapshots every 2 seconds
Reconnection Resynchronization
Given a spectator disconnects and then reconnects to the duel When the spectator rejoins within the same session Then the system resynchronizes the current code state, cursor positions, and scroll offsets before allowing interaction
Live Commentary Chat
"As a spectator, I want to read live commentary so that I can understand the duel participants’ thought processes and coding strategies."
Description

Provide an integrated commentary chat panel alongside the code view where participants, moderators, or designated commentators can share insights, explain decisions, and answer questions in real time. The chat should support threaded replies, emoji reactions, and link sharing. By combining live commentary with the code stream, this requirement deepens engagement, clarifies rationale behind coding choices, and fosters a more interactive learning environment.

Acceptance Criteria
Moderator Initiates Commentary Chat
Given a live duel and moderator privileges, When the moderator opens the commentary chat panel, Then the chat input field and send button are displayed and enabled. When the moderator sends a message, Then the message appears in the chat stream visible to all spectators within 2 seconds.
Participant Posts Threaded Reply
Given an existing commentary message, When a participant clicks 'Reply' on that message, Then a nested input field appears directly below the selected message. When the participant submits a threaded reply, Then the reply is displayed indented under the parent message and tagged to the original author.
Spectator Reacts with Emojis
Given a message in the commentary chat, When a spectator clicks an emoji reaction icon on the message, Then the selected emoji count increments by one and is visible to all viewers. When multiple spectators react with different emojis, Then each reaction type updates its own count in real time.
Commentator Shares a Link
Given the commentary input field, When a commentator pastes a valid URL and presses send, Then the chat displays the link as a clickable hyperlink with a preview icon. When another user clicks the hyperlink in chat, Then the link opens in a new browser tab.
Real-Time Chat Synchronization Across Time Zones
Given users in different time zones are viewing a live duel, When any user sends or reacts to a message, Then all users see the update in the commentary chat within 3 seconds regardless of their locale settings.
Kudos & Cheer Buttons
"As a spectator, I want to send real-time kudos to participants so that I can encourage and recognize their effective solutions."
Description

Design interactive UI elements that allow spectators to send instant kudos, applause, or custom reactions to duel participants. The feature should include animated effects, a live tally display, and a history log for post-session review. By enabling real-time recognition and positive feedback, this requirement boosts morale, encourages participation, and reinforces a culture of peer appreciation.

Acceptance Criteria
Live Duel Cheers Engagement
Given a spectator is viewing an active duel When the spectator clicks the cheers button Then an animated cheers effect plays within 0.5 seconds And the participant’s live applause count increments by 1 visible to all spectators within 1 second
Custom Reaction Animation
Given a spectator selects a custom reaction icon When the spectator clicks the icon Then the chosen reaction animates over the participant’s code view And the reaction appears in the live reaction feed for all spectators
Live Tally Display Accuracy
Given multiple spectators sending kudos When kudos are received Then the live tally display reflects the exact total per participant with no discrepancies And tally updates synchronize across all client views within 2 seconds
Post-Session Kudos History Access
Given a duel has concluded When a user opens the session summary Then a history log lists all kudos and reactions with timestamps sorted chronologically And the user can export the log in CSV and JSON formats
Kudos Rate Limiting Enforcement
Given a spectator attempts to send more than 10 kudos in one minute When the 11th kudos is triggered Then the system blocks the action and displays a tooltip explaining the rate limit And the blocked kudos is not added to the live tally
Spectator Access Controls
"As a team lead, I want to control who can access spectator mode so that I can maintain meeting confidentiality and manage audience size."
Description

Develop a permission framework that lets session hosts manage spectator invitations and access levels. The requirement includes invitation links with optional password protection, role-based permissions (e.g., spectator vs. commentator), and the ability to revoke access mid-session. This control mechanism ensures session privacy, prevents unauthorized viewing, and allows hosts to tailor the spectator experience.

Acceptance Criteria
Invitation Link Generation
Given a session host requests an invitation link When the system generates the link Then the link is unique, valid for the session duration, and accessible only to invited users
Password-Protected Access
Given the host enables password protection When the host sets a password Then invitees must provide the correct password to join the session as spectators
Role Assignment for Spectators and Commentators
Given a user joins via a valid invitation link When the host assigns a role Then the user receives the correct permission set, where spectators can view and cheer and commentators can provide real-time commentary
Access Revocation Mid-Session
Given a spectator or commentator is active in the session When the host revokes their access Then the user is immediately disconnected and cannot rejoin without a new invitation
Access Event Logging
Given any invitation link creation, role assignment, or access revocation event When the event occurs Then the system logs the event with timestamp, host ID, user ID, and action type for audit purposes
Performance Metrics Dashboard
"As a spectator, I want to review duel metrics after the session so that I can analyze participant performance and learn from the results."
Description

Introduce a post-duel analytics dashboard that aggregates key performance indicators—including time to completion, lines of code written, error rates, and participant ratings. The dashboard should offer visual charts, comparative leaderboards, and downloadable reports. By presenting measurable outcomes, this requirement helps spectators and participants analyze performance, identify best practices, and drive continuous improvement.

Acceptance Criteria
View Time to Completion Analytics
Given a completed duel, when a user opens the performance dashboard, then a chart displays each participant’s duel duration with start and end timestamps.
Compare Lines of Code Written
Given a selected duel, when a user filters by lines of code metric, then a bar chart compares the number of lines of code written by each participant.
Monitor Error Rates
Given duel execution data, when the user navigates to the error rate section, then a line chart presents errors per participant and highlights any error rate spikes.
View Participant Ratings
Given post-duel peer feedback, when a user views participant ratings, then average rating scores are displayed in a sortable table.
Download Detailed Reports
Given a user requests a report, when the user clicks the “Download Report” button, then a CSV file containing all key performance metrics for the selected duel is downloaded within 5 seconds.

Replay Review

Generates interactive replays of completed duels, highlighting keystrokes, execution flow, and performance metrics. Turn every challenge into a meaningful learning session with visual breakdowns and code annotations.

Requirements

Interactive Replay Player
"As a developer who participated in a challenge, I want an interactive replay player so that I can review my coding session at my own pace and identify areas for improvement."
Description

Provide an embeddable replay player interface allowing step-by-step playback of completed duels. Users can play, pause, adjust speed, and navigate forward or backward through their session. The player integrates seamlessly into the Replay Review feature, supports both keyboard shortcuts and mouse controls, and adapts to different screen sizes. This functionality enhances the learning experience by letting users focus on critical moments, pause to inspect code, and revisit specific segments with precision.

Acceptance Criteria
Embedded Player Display
Given a completed duel is selected, when the user navigates to the Duel Review page, then the interactive replay player is displayed embedded within the page frame.
Playback Control Functionality
Given the embedded player is loaded, when the user clicks the Play, Pause, Forward, or Rewind buttons, then the replay responds by playing, pausing, skipping forward 5 seconds, or rewinding 5 seconds respectively within 200ms.
Speed Adjustment Control
Given the replay is paused or playing, when the user selects a playback speed of 0.5x, 1x, 1.5x, or 2x, then the replay speed changes accordingly and persists when the user toggles Play/Pause.
Keyboard Shortcut Support
Given the player interface is in focus, when the user presses Spacebar, Right Arrow, or Left Arrow keys, then the replay toggles Play/Pause, skips forward 5 seconds, or rewinds 5 seconds respectively.
Responsive Layout Adaptation
Given the application viewport width changes across desktop, tablet, and mobile breakpoints, when the user resizes the window or changes device orientation, then the replay player layout adjusts fluidly without overlapping or hiding controls.
Keystroke Visualizer
"As a learner, I want to see my keystrokes highlighted on the replay timeline so that I can understand my typing patterns and spot inefficiencies."
Description

Implement a keystroke visualization layer that highlights each key press along the replay timeline. The visualizer displays typed characters in real time, color-codes modifications (insertions, deletions, edits), and provides a playback slider linked to the keystroke sequence. It helps users analyze typing patterns, detect repetitive errors, and understand the evolution of their code during the duel.

Acceptance Criteria
Real-Time Keystroke Visualization
Given a duel replay is loaded and the user presses play, When playback begins, Then each keystroke visualization appears within 100ms of its original timestamp in the replay.
Modification Color-Coding
Given an insertion keystroke occurs, Then the inserted character is highlighted in green; Given a deletion keystroke occurs, Then the deleted character is highlighted in red; Given an edit keystroke occurs, Then the modified character is highlighted in yellow.
Playback Slider Synchronization
Given the user drags the playback slider to any timestamp, When the slider is moved, Then the keystroke visualization updates to reflect the exact sequence at that point in time.
Repetitive Error Detection
Given a character or sequence is deleted and retyped more than twice during playback, Then the system flags that segment with a red underline to indicate a repetitive error.
Performance Metrics Overlay
Given playback is ongoing, When 10 seconds have elapsed, Then the display updates with current WPM and error rate metrics in the overlay.
Execution Flow Diagram
"As a code reviewer, I want an execution flow diagram so that I can quickly see the program structure and identify logical bottlenecks."
Description

Generate a dynamic, interactive execution flow diagram based on the replay data. The diagram maps function calls, branch points, loops, and conditional paths, with nodes annotated by timestamps and execution counts. Users can expand or collapse segments, click nodes to jump to that moment in the replay, and trace the logical progression of their code. This feature aids in visualizing program behavior and identifying logical bottlenecks.

Acceptance Criteria
Diagram Initialization for Completed Duel Replay
Given a completed duel replay, when the user opens the Execution Flow Diagram, then the diagram renders all function calls, branch points, loops, and conditional paths accurately based on the replay data within 3 seconds.
Node Annotation Display
Given the rendered diagram, when nodes representing function calls or branches appear, then each node displays a timestamp and execution count annotation that matches the replay metadata.
Segment Expand/Collapse Interaction
Given a complex execution flow with nested segments, when the user clicks the expand or collapse icon on a segment, then that segment’s children nodes toggle visibility while maintaining diagram layout and updating scroll position appropriately.
Node-Driven Replay Navigation
Given any node in the execution flow diagram, when the user clicks the node, then the replay player jumps to the corresponding moment in the duel replay within 500 milliseconds and highlights the active code line.
Logical Bottleneck Highlighting
Given loops or frequently executed branches, when the user hovers over a node representing a potential bottleneck, then the system highlights the node in red and displays a tooltip showing total execution count and average execution time.
Diagram Performance with Large Codebases
Given a replay containing over 10,000 execution events, when the user interacts with the diagram (pan, zoom, expand/collapse), then frame rate remains above 30fps and no interaction lag exceeds 200 milliseconds.
Performance Metrics Overlay
"As a performance engineer, I want performance metrics overlaid on the replay so that I can correlate code changes with their impact on resource usage."
Description

Overlay real-time performance metrics—such as CPU utilization, memory consumption, and execution duration—onto the replay timeline. Users can toggle individual metrics, hover over data points for detailed statistics, and correlate code changes with resource usage. This integration enables data-driven performance analysis, helping developers optimize code efficiency based on actual runtime behavior.

Acceptance Criteria
Toggle CPU Utilization Overlay
Given a replay is playing with CPU utilization data available, When the user toggles the CPU utilization metric on the overlay controls, Then the CPU utilization graph appears on the timeline with accurate, real-time data points.
Hover for Memory Consumption Details
Given the memory consumption overlay is enabled, When the user hovers over any point on the memory consumption graph, Then a tooltip displays the exact memory usage value, timestamp, and related code annotation.
Execution Duration Marker Visibility
Given the replay timeline includes execution duration markers, When execution segments complete, Then markers appear at the corresponding timestamps showing start and end times with duration values.
Correlate Code Changes with Resource Spikes
Given a replay with code annotations and resource usage overlays, When resource usage spikes occur, Then clicking the spike data point highlights the associated code segment and displays related annotations.
Individual Metric Toggle Persistence
Given the user toggles individual metrics on or off, When the user navigates away and returns to the replay, Then the last selected metric visibility states persist and are restored.
Code Annotation and Comments
"As a team lead, I want to annotate key moments in a replay so that I can provide targeted feedback to my team members."
Description

Enable users to add time-stamped annotations and comments directly onto the replay timeline. Annotations support rich text formatting, tagging, and links to external resources. Teams can leave feedback, questions, or tips at precise moments in the session, facilitating asynchronous peer review and collaborative learning. All annotations are saved and accessible to participants for reference.

Acceptance Criteria
Adding a New Annotation
Given a user viewing a replay and paused at a specific timestamp, when they click 'Add Annotation' then an input field with the correct timestamp auto-populated appears; when the user submits the annotation with rich text or plain text, then the annotation is saved to the timeline at the exact timestamp, displayed correctly, and persists after a page reload.
Editing an Existing Annotation
Given a user viewing an existing annotation on the timeline, when they click the 'Edit' button on that annotation, then the annotation’s text, formatting, tags, and links become editable; upon saving, the updated annotation displays the changes correctly and persists across page reloads.
Deleting an Annotation
Given a user viewing an annotation on the replay timeline, when they click the 'Delete' button and confirm the action, then the annotation is removed from the timeline immediately and does not appear after a page reload.
Rich Text Formatting Support
Given a user creating or editing an annotation, when they apply formatting options (bold, italic, underline, lists, code snippets) via the toolbar or markdown, then the formatted text renders accurately in the annotation and is preserved after saving and reloading.
Linking to External Resources
Given a user creating or editing an annotation, when they insert a valid URL or use the link tool, then the annotation displays the hyperlink correctly and clicking the link opens the external resource in a new tab.

Performance Insights

Delivers post-duel analytics on time-to-solve, code quality, and error hotspots. Receive actionable feedback to refine your skills, track progress over time, and pinpoint areas for improvement.

Requirements

Real-Time Performance Data Capture
"As a developer, I want the system to capture my duel performance metrics in real time so that I can receive immediate feedback and improve my coding speed and accuracy."
Description

Implement a backend service that collects and aggregates key duel metrics—including time-to-solve, code quality scores, and error hotspot locations—in real time. Ensure secure, efficient data ingestion from all user sessions and store metrics in a scalable database for immediate retrieval and analysis.

Acceptance Criteria
Real-Time Time-to-Solve Recording
Given a duel begins for two participants When the duel concludes Then the system records the exact duration (in milliseconds) of the duel within 1 second of completion and makes it available via the analytics API.
Live Code Quality Scoring
Given a participant submits a code solution When the backend evaluation completes Then a code quality score (0–100 scale) is generated and persisted within 2 seconds of submission.
Error Hotspot Detection and Reporting
Given a code submission contains compilation or runtime errors When errors occur during solution evaluation Then the system identifies the file name, line number, and error type for each hotspot and stores this information with a timestamp.
Secure Data Ingestion
Given duel metrics are sent from client sessions When the data is ingested by the backend service Then all metrics are transmitted over HTTPS, authenticated via API keys, and validated for schema conformity before storage.
Scalable Database Storage for Metrics
Given incoming duel metrics at peak load (≥1,000 duels/minute) When metrics are written to the database Then the system handles the load without data loss, auto-scales storage nodes, and ensures retrieval of any record within 200 milliseconds.
Interactive Insights Dashboard
"As a team lead, I want a visual analytics dashboard so that I can easily monitor my team’s performance trends and identify areas that need attention."
Description

Design and build a web-based dashboard that visualizes performance insights through interactive charts and tables. Include filtering by date range, problem type, and user, with drill-down capabilities to inspect individual duels. Ensure the UI is responsive, accessible, and integrates seamlessly into the PulseJoy interface.

Acceptance Criteria
Filtering Data by Date Range
Given the dashboard is displayed When the user selects a valid start date and end date Then only duels that occurred within the selected date range are visible in all charts and tables
Filtering Data by Problem Type
Given the dashboard is displayed When the user selects one or more problem types from the filter menu Then the visualizations update to show only duels matching the selected problem types
Filtering Data by User
Given the dashboard is displayed When the user chooses a specific participant from the user filter Then all metrics and charts reflect only the duels involving that participant
Drill-Down to Individual Duel Details
Given a summary chart is displayed When the user clicks on a bar or data point representing a duel Then a detailed view opens showing time-to-solve, code quality metrics, and error hotspots for that specific duel
Responsive UI on Mobile Devices
Given the dashboard is accessed on a mobile device When the screen size is below 768px width Then charts and tables reflow to a single-column layout with touch-friendly controls and no horizontal scrolling
Progress Trend Analysis
"As a developer, I want to see my performance trends over weeks and months so that I can track my growth and focus on areas where I’m regressing."
Description

Develop a module that analyzes performance trends over time, highlighting improvements, stagnations, and regressions for each user and team. Provide statistical summaries—such as average time-to-solve and quality score changes—and flag significant deviations for review.

Acceptance Criteria
Individual Performance Trend Visualization
Given a user selects a date range, when the user requests personal trend data, then the system displays a time-series chart plotting daily average time-to-solve and quality scores with indicators showing improvement, stagnation, or regression.
Team Performance Overview
Given a team lead selects a team and date range, when requesting performance trends, then the system displays aggregated team metrics including average time-to-solve and quality scores, highlights top and bottom performers, and shows overall trend direction.
Significant Deviation Alert
Given the module analyzes a user’s performance over the past 30 days, when a metric deviates by more than 20% from the user’s historical average, then the system flags the deviation, logs the event, and notifies the user and team lead.
Statistical Summary Export
Given a user clicks the export button, when requesting the statistical summary, then the system generates and downloads a CSV containing average time-to-solve, quality score changes, number of duels, and flagged deviations for the selected period.
Historical Comparison Mode
Given a user selects two distinct date ranges, when initiating comparison, then the system calculates the delta for each metric, highlights areas of improvement and regression, and presents comparative charts with clear annotations.
Personalized Improvement Suggestions
"As a developer, I want targeted suggestions on how to improve my code quality and solve problems faster so that I can refine my skills more effectively."
Description

Implement an AI-driven recommendations engine that offers personalized coaching tips based on each user’s analytics. Generate actionable feedback—such as coding patterns to practice or common error hotspots to address—and surface these suggestions within the dashboard.

Acceptance Criteria
Initial Dashboard Suggestions Load
Given a user has completed at least one duel and analytics data is available When the user navigates to the dashboard Then personalized improvement suggestions are displayed within the 'Improvement Suggestions' section And exactly 3 to 5 suggestions are shown And each suggestion includes a title, description, and link to relevant resources
Post-Duel Suggestion Generation
Given a user successfully completes a coding duel When the duel results are processed Then the AI recommendations engine generates at least 3 tailored coaching tips based on the duel's time-to-solve, code quality metrics, and detected error hotspots And these tips appear within 5 seconds on the duel summary page
Suggestions Filtering by Category
Given a user is viewing the 'Improvement Suggestions' dashboard When the user applies a filter by category (e.g., 'error hotspots', 'coding patterns') Then only suggestions matching the selected category are displayed And the count of visible suggestions updates accordingly
Suggestions History and Tracking
Given a user navigates to the 'Suggestions History' view When the user views past coaching tips Then suggestions are listed in reverse chronological order And each entry displays the date issued, category, and status (e.g., 'Pending', 'Completed')
Mark Suggestion as Completed
Given a user clicks the 'Mark as Completed' button on a suggestion When the action is confirmed Then the suggestion status updates to 'Completed' in the dashboard And the entry visually highlights as completed And this state persists across page reloads
Automated Performance Reports
"As a team lead, I want to receive regular performance reports without manual effort so that I can stay informed about my team’s progress and intervene when needed."
Description

Create a reporting system that automatically compiles and distributes weekly or monthly performance summaries via email and in-app notifications. Include key metrics, trend overviews, and personalized notes for each user and team lead, with options to customize report frequency and content.

Acceptance Criteria
Weekly Email Report Delivery
Given a user has configured weekly report frequency, when the scheduled time arrives, then the system automatically generates a performance report including time-to-solve, code quality metrics, and error hotspots, and sends it via email to the user.
Monthly In-App Notification
Given a user opts in for monthly reports, when the user logs in after month-end, then the system displays an in-app notification linking to the monthly performance summary with trends and personalized notes.
Customized Report Content Selection
Given a user customizes report settings to include specific metrics and notes, when the report is generated, then it contains only the selected metrics and personalized comments for each configured recipient.
Trend Overview Visualization
Given performance data spans multiple weeks or months, when the report is generated, then it includes a trend overview chart displaying progress over at least three data points with clear axis labels.
Personalized Feedback Delivery
Given team leads have entered custom notes per user, when the report is compiled, then each report includes those personalized notes under the corresponding user section.
Opt-Out and Frequency Change Workflow
Given a user updates report frequency settings or opts out, when changes are saved, then the system respects the new settings and no reports are sent outside the selected frequency.

Victory Achievements

Awards special badges, titles, and reward points for winning streaks, creative solutions, or fastest completion times. Showcase expertise on leaderboards, celebrate successes, and encourage friendly rivalry.

Requirements

Achievement Criteria Definition
"As a team lead, I want to define custom achievement criteria so that the system awards badges and points that align with our project goals and drive desired behaviors."
Description

Define configurable criteria for badges, titles, and reward points based on metrics such as winning streaks, creative problem-solving, and fastest task completion times. Administrators can set, modify, and disable thresholds and conditions to align with team objectives and maintain flexibility as challenges evolve.

Acceptance Criteria
Winning Streak Badge Configuration
Given an administrator is on the Achievement Criteria Settings page When they enter a threshold of 5 consecutive wins for the Winning Streak badge and click Save Then the system saves the new threshold, displays a success message, and uses the value in awarding future badges
Creative Problem-Solving Badge Customization
Given an administrator selects the Creative Problem-Solving badge settings When they define criteria requiring at least 3 peer recognitions for creative solutions within 7 days and click Save Then the system validates the input, applies the new rule, and confirms the update
Fastest Task Completion Time Adjustment
Given an administrator is editing the Fastest Completion badge parameters When they set a time threshold of under 2 hours for task completion and press Update Then the system updates the threshold, logs the change, and applies it to subsequent task evaluations
Achievement Criterion Disabling
Given an administrator views the list of configured achievements When they toggle off the Winning Streak badge and confirm the action Then the system disables that badge, removes it from user award eligibility, and reflects the disabled status in the settings interface
Criteria Overview and Audit
Given an administrator navigates to the Achievement Criteria Overview page When the page loads Then they see a table listing all badges, titles, and point rules with current thresholds, status indicators, and edit/disabling options
Badge Design and Management
"As a team lead, I want to design and organize achievement badges with unique icons and titles so that each award resonates with our team’s culture and objectives."
Description

Provide an intuitive interface for creating, editing, and managing achievement badges, titles, and associated reward points. Enable uploading custom icons, writing descriptive metadata, and categorizing badges to reflect varied skill sets and accomplishments.

Acceptance Criteria
Badge Creation with Custom Icon
Given the user is on the Badge Management page When the user clicks “Create New Badge,” uploads a valid icon (PNG or SVG under 2MB), enters a title, description, selects a category, and assigns reward points Then the new badge is saved and appears in the badge list displaying the correct icon, title, description, category, and point value
Editing Badge Metadata
Given an existing badge is listed When the user selects “Edit” on that badge, updates the title, description, or reward points, and clicks “Save” Then the badge’s updated metadata is persisted and reflected immediately in the badge list
Filtering Badges by Category
Given multiple badges exist across different categories When the user applies a category filter in the Badge Management interface Then only badges belonging to the selected category are displayed and badges from other categories are hidden
Invalid Icon Upload Handling
Given the badge creation or edit form is open When the user attempts to upload a file that is not a supported image type or exceeds 2MB Then an inline error message displays indicating the invalid file type or size and the Save button remains disabled until a valid icon is provided
Deleting a Badge
Given the user views the badge list When the user clicks the “Delete” action on a badge and confirms the deletion prompt Then the badge is removed from the badge list and no longer retrievable via the Badge Management interface
Automated Achievement Awarding Engine
"As a remote developer, I want to receive achievement awards instantly when I meet the criteria so that I feel recognized and motivated regardless of time zone differences."
Description

Implement a backend engine to monitor user activities, evaluate them against defined criteria, and automatically award achievements in real time. Ensure scalability, low latency, and accurate tracking across distributed teams and asynchronous workflows.

Acceptance Criteria
Real-time Achievement Awarding on Task Completion
Given a user completes a qualifying task, When the task completion event is logged, Then the engine awards the corresponding achievement badge and updates the user's points within 2 seconds.
Scalable Performance Under High Load
When 10,000 simultaneous events are processed, Then the engine maintains an average processing latency below 100ms and zero event loss.
Accurate Tracking Across Distributed Teams
Given activities from users in different time zones and servers, When the engine aggregates events, Then it correctly attributes achievements to the appropriate user accounts without duplication or misattribution.
Low Latency Notification Delivery
Given an achievement is awarded, When real-time notification is triggered, Then the notification is delivered to the user's dashboard and via email within 5 seconds.
Fault Tolerance and Retry Mechanisms
When a database write fails, Then the engine retries up to 3 times automatically and logs the failure if all retries fail, without crashing.
Leaderboard Integration
"As a team member, I want to view leaderboards displaying achievement standings and point totals so that I can benchmark my performance and engage in healthy rivalry."
Description

Integrate awarded badges and accumulated reward points into a dynamic leaderboard. Provide filtering by time ranges, achievement types, and team units, and enable real-time updates to foster transparent, friendly competition among users.

Acceptance Criteria
Display of Dynamic Leaderboard
Given the user navigates to the leaderboard page When the page loads Then the leaderboard displays all users sorted by total points in descending order And the displayed badges and points match the backend records
Filter by Time Range
Given the user selects a specific time range filter (e.g., last month) When the filter is applied Then the leaderboard updates to show only achievements earned within that time range And the number of entries matches recorded data for that period
Filter by Achievement Type
Given the user selects an achievement type filter (e.g., badges or reward points) When the filter is applied Then the leaderboard displays only users who have earned the selected achievement type And the filtered list excludes all other types
Filter by Team Unit
Given the user selects a team unit filter (e.g., Engineering team) When the filter is applied Then the leaderboard shows only members of the selected team unit And the displayed member count matches the team roster
Real-Time Leaderboard Updates
Given a user earns a badge or reward points while another user is viewing the leaderboard When the achievement is recorded in the system Then the leaderboard refreshes within two seconds without manual reload And highlights the updated user entry
Notification and Reward Distribution
"As a user, I want to be notified immediately when I earn an achievement so that I can celebrate my success and keep track of my rewards."
Description

Develop a notification system that delivers instant in-app and email alerts to users upon earning achievements, along with automatic allocation of reward points to user profiles. Include configurable notification templates and delivery preferences.

Acceptance Criteria
Instant In-App Badge Notification
Given a user earns an achievement When the frontend triggers the notification service Then an in-app notification with badge name, description, and points appears within 2 seconds in the user's notification center
Email Alert Delivery on Achievement Earned
Given a user has email notifications enabled When they earn an achievement Then an email is sent to their registered address within 5 minutes using the configured template and includes achievement details and points
Configurable Notification Template Management
Given an admin creates or edits a notification template When they save the changes Then the new template is stored in the system, listed in the template management view, and all placeholders render correctly in the preview
Delivery Preference Persistence
Given a user updates their in-app and email notification preferences When they save the settings Then preferences persist across sessions and all subsequent notifications adhere to the updated preferences
Automatic Reward Points Allocation
Given a user achievement event is processed When the system updates the user's profile Then the correct number of points is added, the user's total score increments accurately, and an audit log entry is created

Mood Trendlines

Generates interactive line charts showing mood fluctuations over time for individuals and teams. By visualizing emotional trajectories, it helps managers identify patterns, celebrate positive trends, and address emerging dips before they escalate.

Requirements

Mood Data Aggregation
"As a team lead, I want all team members’ mood entries to be collected and stored reliably so that I can trust the data driving the trend visualizations."
Description

Implement a backend process to collect, normalize, and store user-submitted mood entries along with timestamps. This requirement ensures that raw mood inputs from individual participants are accurately captured, validated for consistency, and persisted in the database. It includes API endpoints for mood submission, data validation rules to handle missing or out-of-range values, and storage schema design. Proper data aggregation forms the foundation for reliable trend analysis and chart generation within the Mood Trendlines feature.

Acceptance Criteria
Submitting Valid Mood Entry
Given a user submits a mood entry with a value between 1 and 5 When the POST /api/moods endpoint is called Then the API responds with HTTP 201 and the response body includes the user ID, mood value, and timestamp
Handling Missing Mood Values
Given a user submits a mood entry without the mood value field When the POST /api/moods endpoint is called Then the API responds with HTTP 400 and an error message indicating the missing 'mood' parameter
Validating Out-of-Range Mood Input
Given a user submits a mood entry with a value outside the accepted range (1-5) When the POST /api/moods endpoint is called Then the API responds with HTTP 422 and an error message stating 'mood value out of range'
Timestamp Assignment Verification
Given a user submits a mood entry without a timestamp When the POST /api/moods endpoint is called Then the backend assigns the current UTC timestamp and includes it in the stored record
Database Persistence Confirmation
Given a valid mood entry is submitted When the entry is processed Then a record exists in the moods table with fields for user ID, normalized mood value, and timestamp matching the response
Interactive Chart Rendering
"As a user, I want to interact with the mood trend chart so that I can inspect specific data points and understand mood changes over time."
Description

Develop a front-end component that renders mood trendlines as interactive line charts. This requirement covers selection of a charting library, integration with mood data APIs, dynamic plotting of individual and aggregated team mood lines, and interactive features such as hover tooltips, zoom, and pan. The component must support responsive design for desktop and mobile views and adhere to the product’s UI guidelines. Effective chart rendering enables users to visually explore mood fluctuations over time.

Acceptance Criteria
Initial Chart Load on Desktop
Given the user opens the Mood Trendlines page on a desktop browser, when the component initializes, then the individual and team line charts load with data for the past 30 days within 2 seconds.
Responsive Chart Rendering on Mobile
Given the browser width is below 768px, when the page loads or is resized, then the chart adjusts to fit the viewport, preserving axis labels and tooltips without horizontal scrolling.
Hover Tooltip Display
Given the user hovers over a data point, when the hover event is triggered, then a tooltip appears within 100ms showing the date, mood score, and corresponding user or team average.
Zoom and Pan Interaction
Given the user uses zoom controls (buttons or pinch gesture), when zooming or panning, then the chart updates the X-axis range accordingly and redraws data points without distortion.
Data API Integration Validation
Given the component requests mood data for a selected range, when the API responds with data or an error, then the chart displays the data correctly or shows an error message following the UI guidelines.
UI Guideline Compliance
The chart’s colors, fonts, padding, and line thickness must exactly match the design specifications; any deviation triggers a visual regression test failure.
Date Range Filtering
"As a team lead, I want to filter the mood trends by specific date ranges so that I can analyze how events in a given period affected team morale."
Description

Provide users with controls to filter mood trendlines by custom date ranges. This requirement includes UI elements for selecting start and end dates, validation of date inputs, logic to query the backend for mood data within the specified range, and updating the chart display in real time. Filtering enhances the feature by allowing managers to focus on relevant time windows, compare different periods, and isolate events that influenced team morale.

Acceptance Criteria
Valid Custom Date Range Selection
Given the user is on the Mood Trendlines page and selects a start date and end date where the start date is on or before the end date, When the user applies the filter, Then the line chart displays only the mood data points within the specified date range, and the x-axis reflects the selected dates.
Invalid Date Range Input
Given the user enters an end date that is earlier than the start date, When the user attempts to apply the filter, Then an inline validation message appears next to the date picker stating “End date must be on or after start date,” and the Apply button remains disabled.
Empty Data Range Display
Given the user selects a date range where no mood records exist, When the filter is applied, Then the chart area shows a placeholder message “No data available for the selected period,” and no data lines are rendered.
Preset Date Range Selection
Given the user clicks on a preset range button (e.g., Last 7 Days, Last Month), When the preset is selected, Then the start and end date fields update to the correct dates for that range, and the chart refreshes to show the corresponding data.
Real-Time Chart Update on Filter Change
Given the user modifies either the start or end date and the inputs are valid, When the user applies the filter, Then the chart updates to reflect the new date range within two seconds without requiring a full page reload.
Automatic Trend Alerts
"As a manager, I want to receive alerts when my team’s mood drops significantly so that I can address issues before they worsen."
Description

Implement a threshold-based alert system that notifies users when mood trendlines dip below or rise above defined levels. This requirement entails allowing managers to configure mood thresholds, scheduling periodic evaluations of the trend data, generating alerts via in-app notifications or email, and logging alert history. Automatic alerts help proactively identify declining morale or celebrate improvements before issues escalate or to reinforce positive culture.

Acceptance Criteria
Manager Configures Mood Threshold
Given a signed-in manager navigates to the Alert Settings page When the manager inputs a valid numerical threshold and clicks save Then the threshold is stored and listed with its label and saved timestamp
Scheduled Trend Evaluation Executes
Given the system has stored mood thresholds When the scheduled evaluation runs at the configured interval Then the system retrieves the latest mood trend data and compares each value against its corresponding threshold
In-App Notification Sent on Threshold Breach
Given a mood value breaches the configured threshold When the breach is detected Then an in-app notification is generated and appears in the manager’s notification center within 1 minute
Email Alert Sent on Threshold Breach
Given a mood value breaches the configured threshold When the breach is detected Then an email with the correct subject and detailed body is delivered to the manager’s registered email address within 5 minutes
Alert History Logged and Viewable
Given multiple alerts have been generated When the manager opens the Alert History page Then all alerts are displayed in reverse chronological order showing timestamp, mood value, threshold, and alert type
Team Comparison Mode
"As a team lead, I want to compare an individual’s mood trends with the team average so that I can identify who may need additional support or recognition."
Description

Enable a comparison view that overlays individual mood trendlines against the team average or other team members. This requirement includes UI controls to toggle comparison modes, logic to fetch comparative datasets, visual differentiation of lines (colors, markers), and a legend explaining each series. Comparison Mode empowers managers to benchmark individuals against group performance and identify outliers for personalized support or recognition.

Acceptance Criteria
Toggle Comparison Mode
Given a manager is viewing the Mood Trendlines chart; When they click the “Comparison Mode” toggle control; Then the chart switches to comparison view within 2 seconds and a visual indicator shows comparison is active.
Overlay Individual vs Team Average
Given Comparison Mode is active; When the manager selects an individual from the member list and chooses “Team Average” from the comparison dropdown; Then the chart overlays the selected individual’s trendline against the team average trendline.
Compare Two Specific Team Members
Given Comparison Mode is active; When the manager selects two distinct team members from the comparison list; Then the chart displays both members’ mood trendlines concurrently, each clearly labeled.
Visual Differentiation of Trendlines
Given multiple trendlines are displayed; Then each series uses a distinct color and marker shape, with contrast ratios meeting WCAG AA standards to ensure they are easily distinguishable.
Legend Display
Given one or more comparison series are rendered; Then a legend appears adjacent to the chart, listing each series name with corresponding color and marker, and hovering over a legend item highlights its series in the chart.

Pulse Alerts

Sends real-time notifications when average team mood falls below a set threshold or shows sudden volatility. This proactive alert system enables leaders to intervene quickly, schedule check-ins, and offer support where it’s needed most.

Requirements

Custom Threshold Configuration
"As a team lead, I want to set custom mood thresholds so that I receive alerts only when team sentiment truly requires my attention."
Description

Provide an interface allowing team leads to define and adjust the average mood threshold and volatility parameters that trigger Pulse Alerts. Changes are saved in real time and applied immediately to mood calculations. This configuration empowers leaders to tailor alert sensitivity to their team’s norms, minimizing false positives and ensuring meaningful notifications.

Acceptance Criteria
Initial Threshold Configuration
Given a team lead opens the Custom Threshold Configuration interface, When the page loads, Then they see the default average mood threshold set to 50% and the volatility parameter set to 10%.
Real-Time Threshold Adjustment
Given the team lead modifies the average mood threshold or volatility parameters and clicks 'Save', When the inputs are valid, Then the changes are immediately saved and applied to subsequent mood calculations without requiring a page refresh.
Threshold Validation on Save
Given the team lead enters a threshold value outside the allowed range (below 0% or above 100%), When they attempt to save, Then an inline validation error message is displayed and the save is prevented.
Invalid Input Handling
Given the team lead enters a non-numeric value into the threshold fields, When they attempt to save, Then the system displays a clear error message and disables the 'Save' button until the input is corrected.
Alert Triggering Based on Custom Configuration
Given the configured threshold and volatility parameters, When the average team mood falls below the threshold or volatility exceeds the set parameter, Then the system sends a Pulse Alert to the team lead within one minute.
Real-Time Mood Monitoring Engine
"As a product manager, I want the system to track team mood in real time so that I can respond immediately to emerging engagement issues."
Description

Implement a scalable back-end service that continuously ingests individual mood inputs, computes rolling average sentiment and volatility metrics in real time, and evaluates them against configured thresholds. The engine ensures high data accuracy, low latency processing, and fault tolerance to maintain reliable alerting under load.

Acceptance Criteria
High Throughput Mood Data Ingestion
Given a continuous stream of 10,000 mood inputs per second is sent to the engine, when processing occurs, then the engine ingests all inputs with end-to-end latency under 200ms and achieves 100% data completeness.
Rolling Average Computation Accuracy
Given a predefined set of mood inputs with known sentiment values over a 5-minute window, when the engine computes the rolling average, then the reported average matches the expected value within ±0.1%.
Volatility Spike Detection and Alert Triggering
Given sudden fluctuations in mood inputs that exceed the configured volatility threshold of 30%, when the volatility calculation is updated, then the engine emits an alert event within 1 second.
Configured Threshold Adjustment Handling
Given a leader updates the mood threshold configuration via the API, when the configuration is applied, then the engine immediately uses the new threshold for subsequent evaluations without requiring a restart.
Fault Tolerance Under Backend Failures
Given one ingestion node experiences a failure, when the failure occurs, then the engine automatically reroutes data to healthy nodes, continues processing without data loss, and recovers node availability within 5 seconds.
Multi-Channel Notification Delivery
"As a team lead, I want to receive alerts through my preferred communication channel so that I never miss a critical notification."
Description

Enable Pulse Alerts to be delivered via multiple channels—email, in-app notifications, and integrations such as Slack or Microsoft Teams—with preference settings for each team lead. The system ensures each alert is formatted appropriately for the target channel and receipts are tracked to confirm delivery.

Acceptance Criteria
Email Notification Delivery Success
Given a team lead has opted to receive Pulse Alerts via email When a Pulse Alert is triggered and the team mood falls below the threshold Then an email is sent to the team lead's registered email address within 30 seconds; And the email subject includes 'Pulse Alert' and the alert severity level; And the email body contains the team name, current mood score, and recommended action steps
In-App Notification Delivery Success
Given a team lead is logged into PulseJoy When a Pulse Alert is triggered Then an in-app notification appears within the dashboard within 10 seconds; And the notification displays the mood score, trend graph thumbnail, and link to details; And clicking the notification navigates to the detailed alert view
Slack Integration Notification Delivery
Given a team lead has connected their Slack account and enabled Pulse Alerts When a Pulse Alert is triggered Then a message is posted to the specified Slack channel within 20 seconds; And the message format follows Slack Blocks including title, mood value, and support buttons; And a delivery receipt with timestamp is logged
Microsoft Teams Integration Notification Delivery
Given a team lead has connected their Microsoft Teams account and enabled Pulse Alerts When a Pulse Alert is triggered Then a Teams adaptive card is sent to the configured channel within 20 seconds; And the card contains the alert title, mood metrics, and action buttons; And a delivery receipt with timestamp is logged
Notification Preference Configuration
Given a team lead accesses notification settings When they select or deselect channels and set threshold values Then the preferences are saved and reflected immediately; And any subsequent Pulse Alerts follow the updated channel preferences; And the system displays a confirmation message 'Preferences Updated Successfully'
Alert Escalation Workflow
"As a team lead, I want the system to escalate alerts if I don’t acknowledge them so that my team’s well-being isn’t overlooked."
Description

Design a workflow that automatically escalates alerts if no acknowledgement is received within a configurable time window. Escalation paths can include follow-up reminders to the original lead, notifications to backup leads or managers, and summary reports of unaddressed alerts to senior stakeholders.

Acceptance Criteria
Automatic Reminder to Original Lead
Given an alert is unacknowledged by the original lead after the configured time window, when the time window expires, then the system sends a reminder notification to the original lead and logs the reminder in the alert history.
Notification to Backup Lead
Given an alert remains unacknowledged by the original lead after a second configurable interval, when escalation is triggered, then the system sends a notification to the designated backup lead containing alert details and acknowledgment instructions.
Escalation to Manager upon Continued Inaction
Given no acknowledgment from both the original and backup leads within the escalation time frame, when the escalation policy advances, then a notification is sent to the manager with alert summary, initial timestamps, and pending status.
Summary Report Generation for Senior Stakeholders
Given unaddressed alerts exceed the final escalation tier, when a scheduled summary is due, then the system generates a summary report of all unaddressed alerts and emails it to senior stakeholders with timestamps and affected team metrics.
Configurable Time Window Enforcement
Given administrators set custom time window parameters in the workflow settings, when these parameters are saved, then alerts respect the new time windows for reminder and escalation actions, and the system validates that timing against test alerts.
Historical Alert Dashboard
"As a team lead, I want to review a history of past alerts and their outcomes so that I can spot long-term mood trends and improve my support tactics."
Description

Build a dashboard that logs all past Pulse Alerts with timestamp, threshold details, user responses, and resolution status. Provide visualizations for trend analysis—such as alert frequency over time and response latency metrics—to help leaders identify recurring patterns and optimize team engagement strategies.

Acceptance Criteria
View Historical Pulse Alerts List
Given the user navigates to the Historical Alert Dashboard, When the page loads, Then the table displays all past Pulse Alerts sorted by timestamp descending, including columns for timestamp, threshold details, user responses, and resolution status, And the total number of records matches the count in the backend database.
Filter Alerts by Time Range
Given the user selects a start and end date in the date filter, When the filter is applied, Then only alerts with timestamps within the specified date range are displayed, And the displayed count matches the number of records returned by the filter query.
Visualize Alert Frequency Trends
Given historical alert data is available for the selected period, When the dashboard renders the frequency chart, Then a line chart displays the number of alerts per day (or week) over time with correctly labeled axes and legends, And the plotted data points match the aggregated alert counts in the database.
Track Response Latency Metrics
Given recorded response timestamps for each alert, When the dashboard calculates latency metrics, Then it displays the average, median, maximum, and minimum response latency values for the selected period, And each metric matches calculations performed on the raw alert response data.
Export Alert Data
Given the user has applied any filters on the dashboard, When the user clicks the export button, Then a CSV file is generated containing all visible alert records with columns for timestamp, threshold, user response, and resolution status, And the file downloads automatically, matching the filtered result count.
Team Member Opt-In/Out Controls
"As a team member, I want to opt out of mood tracking so that I can maintain control over my personal data."
Description

Offer team members clear controls to opt in or out of mood tracking and support notifications. Ensure their preferences are respected in aggregate sentiment calculations and that opting out protects privacy while still allowing leaders to address overall team dynamics.

Acceptance Criteria
Opt-In Preference Selection
Given a team member accesses their mood tracking settings When they toggle the opt-in switch Then their preference is saved and they are included in mood tracking and alert calculations
Real-Time Opt-Out Reflection
Given a team member opts out of mood tracking When they confirm the opt-out Then their mood data is immediately excluded from dashboards and no further support notifications are sent to them
Privacy Confirmation Notification
Given a team member changes their mood tracking preference When they save the change Then the system displays an on-screen confirmation and sends an email notification summarizing their updated preference
Aggregate Sentiment Calculation Excludes Opted-Out Members
Given the system calculates the team’s average mood When one or more members have opted out Then the calculation excludes all opted-out members and reflects only data from opted-in participants
Data Protection for Opt-Out Members
Given a team member has opted out of mood tracking When a leader views individual or exported mood reports Then the opted-out member’s data is omitted and inaccessible in any report

Mood Correlator

Cross-analyzes mood data with key events such as project launches, sprint reviews, or deadlines. By revealing which activities impact morale, teams can optimize their workflows, plan better schedules, and replicate initiatives that boost emotional well-being.

Requirements

Mood Data Ingestion Connector
"As a team lead, I want mood data and event logs ingested reliably so that I can ensure accurate inputs for correlation analysis."
Description

Establish a robust, scalable pipeline to collect, normalize, and store mood input from diverse sources (e.g., surveys, emoji reactions, status updates) alongside project event logs (e.g., sprint reviews, deadlines, launches).

Acceptance Criteria
Collecting Mood Survey Responses in Real-Time
Given a user submits a mood survey via web UI When the survey is received by the ingestion pipeline Then the mood data is normalized, enriched with userID and timestamp, and stored in the central database within 5 seconds
Ingesting Emoji Reactions from Collaboration Tools
Given an emoji reaction is posted in Slack When the ingestion service polls the Slack API Then the reaction is captured, mapped to a standardized mood scale, and ingested without loss within 10 minutes
Synchronizing Status Updates Across Time Zones
Given a user updates status with a mood emoji in a different time zone When the ingestion connector processes the update Then the timestamp is converted to UTC and stored correctly, preserving the original local time metadata
Correlating Mood Data with Project Event Logs
Given a project launch event is recorded in the project management tool When the event log is ingested Then the system links the nearest mood data entries within ±30 minutes and stores correlation metadata
Handling Data Normalization Errors
Given invalid mood input is received When the pipeline processes the data Then the record is flagged as error, logged with an error code, and does not block ingestion of valid data
Event Tagging Interface
"As a project manager, I want to tag important events easily so that mood correlations reflect true project milestones."
Description

Provide an intuitive UI for users to tag and categorize key project events with metadata (type, timestamp, description), integrating seamlessly with common project management tools (e.g., Jira, Trello) to ensure event accuracy.

Acceptance Criteria
Tagging a New Project Launch Event
Given the user opens the Event Tagging Interface and selects “Add Event,” when they enter a valid event name, select a type, set a timestamp, and provide a description, then the event is saved and listed with the correct metadata.
Categorizing a Sprint Review with Metadata
Given the user accesses an existing event tagged as “Sprint Review,” when they open the type dropdown and select the appropriate category, then the event’s type updates and displays correctly in the interface.
Editing Event Metadata Post-Creation
Given the user views a previously tagged event, when they modify the timestamp or description and save changes, then the updated metadata persists on page reload.
Synchronizing Tags with Jira
Given the user has linked their Jira account, when they tag an event and enable synchronization, then a corresponding custom issue is created in Jira with matching type, timestamp, and description.
Validating Metadata Fields on Event Submission
Given the user attempts to save an event with missing required fields (type, timestamp, or description), when they click “Save,” then the system displays clear validation errors and prevents saving until all required fields are completed.
Mood-Event Correlation Algorithm
"As a data analyst, I want an algorithm that correlates mood shifts with project events so that I can uncover patterns affecting team morale."
Description

Develop and implement a statistical engine that cross-analyzes normalized mood scores with tagged events to identify significant correlations, trends, and potential causative links.

Acceptance Criteria
Analyzing Mood Response Post-Sprint Launch
Given a sprint launch event tagged, when the algorithm processes mood scores within 48 hours post-launch, then it identifies correlations with confidence intervals ≥95% and outputs trend data linked to the event.
Detecting Mood Shifts Around Deadline
Given a deadline event tagged, when the algorithm compares normalized mood scores 24 hours before and after the deadline, then it flags shifts ≥10% in average mood with p-value <0.05.
Identifying Positive Mood Correlation with Team-Building Events
Given team-building event tags and normalized mood data during the event, when the algorithm calculates correlation coefficients, then it reports coefficients ≥0.3 with statistical significance (p-value <0.05).
Filtering Noise from Mood-Event Data
Given raw mood and event datasets, when the algorithm filters for anomalies, then it excludes outliers beyond three standard deviations, logs excluded data points, and retains ≥99% of valid data.
Reporting Statistically Significant Mood-Event Links
Given processed correlation results, when generating the final report, then the algorithm includes only correlations with effect size ≥0.5 and p-value <0.01, sorted by strength, and renders the report within 5 seconds.
Correlation Visualization Dashboard
"As a team member, I want to visualize how events impact mood over time so that I can understand and communicate team well-being insights."
Description

Design an interactive dashboard featuring time-series graphs, heat maps, and filters allowing users to explore relationships between mood trends and event types across teams, time ranges, and projects.

Acceptance Criteria
Filtering by Team and Date Range
Given a user selects a team from the team dropdown and a start and end date from the date picker, when the user applies the filters, then the time-series graph and heat map update to display mood-event correlations only for the selected team and date range.
Displaying Heat Map for Event Impact
Given the dashboard is loaded with data, when a user hovers over any cell in the heat map, then a tooltip appears showing the event type, mood trend value, and number of data points contributing to the correlation.
Interacting with Time-Series Graph
Given the time-series graph is visible, when the user clicks on a data point corresponding to a specific event and date, then a detailed side panel appears displaying that event’s description, average mood score, and related team activities for that date.
Exporting Correlation Data
Given the user has applied desired filters, when the user clicks the 'Export' button, then a CSV file downloads containing columns for date, team, project, event type, average mood, and correlation value matching the currently displayed data.
Handling No Data Situations
Given the selected filters yield no data, when the dashboard attempts to render graphs, then a centered message 'No data available for the selected criteria' is displayed and graph components are hidden or disabled.
Insights & Recommendations Engine
"As a tech lead, I want tailored recommendations for planning future sprints so that I can proactively boost team morale."
Description

Generate actionable insights and automated recommendations for scheduling and workflow adjustments based on detected mood-event correlations, helping teams optimize morale and productivity.

Acceptance Criteria
Scheduling Adjustment Recommendation
Given that mood-event correlation analysis has identified at least one event type associated with decreased morale, When recommendations are requested for the upcoming sprint schedule, Then the engine proposes a schedule adjustment to move the identified low-morale events to alternative time slots with a confidence score ≥80% and presents the recommendation within 5 seconds.
Event Impact Insight Generation
Given weekly sprint review and project launch data, When the system runs the insights engine, Then it outputs the top three events with the highest positive or negative mood correlations ranked by strength, each with a p-value ≤0.05 and includes the correlation coefficient.
Automated High-Morale Activity Replication
Given the insights engine has detected an event type with a consistent positive morale impact over the last four occurrences, When generating actionable recommendations, Then it automatically suggests replicating this event at similar intervals and forecasts the expected morale uplift percentage.
Low Morale Alert and Adjustment Trigger
Given real-time mood tracking during scheduled activities, When the average mood score for a repeated event falls below the predefined threshold, Then the system sends an alert to the team lead within 2 minutes and provides at least two alternative activity suggestions that historically correlate with positive morale.
Insight Report Delivery Timing
Given end-of-week mood and event data aggregation, When the scheduled report time (Monday 09:00 UTC) arrives, Then the engine automatically emails a comprehensive insight report—including mood-event correlations, key recommendations, and confidence scores—to all designated stakeholders without manual intervention.

Empathy Prompts

Provides personalized outreach suggestions and conversation starters when a teammate indicates low mood. By guiding managers on empathetic check-ins, it fosters genuine connection, reduces isolation, and strengthens psychological safety across distributed teams.

Requirements

Mood Detection Integration
"As a team lead, I want the system to detect when a teammate indicates a low mood so that I can receive timely alerts and offer support."
Description

Integrate automated sentiment analysis and manual mood status inputs from chat and collaboration tools to identify when a teammate indicates low or negative mood. Generate real-time alerts for managers when a low-mood event is detected, ensuring timely intervention. The feature seamlessly connects with existing communication platforms and centralizes mood signals for consistent processing.

Acceptance Criteria
Automated Keyword-Based Mood Detection
Given a teammate sends a message containing known negative mood keywords, when the system processes the message, then it must classify the sentiment as low mood with at least 85% accuracy within 5 seconds.
Manual Mood Status Submission
When a teammate submits their mood status manually via the chat interface, then the system must record the status with the correct user ID, timestamp, and mood value in the central database.
Real-Time Alert Delivery to Manager
Given a low-mood event is detected, when the event occurs, then the system must deliver an alert to the assigned manager via email and in-app notification within 60 seconds, including teammate name, mood reason, and a conversation context snippet.
Consistent Cross-Platform Mood Analysis
When messages are received from Slack, Teams, or email, then the sentiment analysis must classify mood consistently (low, neutral, positive) with a classification variance of no more than 5% across platforms during test runs.
Dashboard Centralization of Mood Signals
Given any low-mood event, when it is processed, then the event must appear on the central dashboard within 1 minute, showing the correct mood status, timestamp, source platform, and link to the original message.
Personalized Empathy Prompt Generation
"As a manager, I want personalized conversation prompts so that I can empathetically connect with my teammate in a meaningful way."
Description

Develop an AI-powered engine that crafts contextually relevant empathy prompts based on the detected mood, the teammate’s role, past interactions, and cultural considerations. Prompts should offer both icebreakers and deeper check-in questions, guiding managers to tailor their outreach for maximum psychological safety and genuine connection.

Acceptance Criteria
Mood Detection Trigger
Given a teammate’s mood is flagged as low by the system, when the manager opens the Empathy Prompts feature, then the engine generates at least three personalized empathy prompts within 2 seconds.
Role-Based Prompt Customization
Given the teammate’s role information is available, when generating empathy prompts, then at least one prompt must reflect leadership context and mention a relevant past team achievement.
Cultural Sensitivity Adaptation
Given the teammate’s cultural and regional profile is identified, when crafting prompts, then all suggestions must align with cultural norms and avoid sensitive topics with 95% accuracy based on cultural guidelines.
Past Interaction Incorporation
Given there are records of past interactions within the last 30 days, when producing empathy prompts, then at least one prompt must reference a specific recent message or project detail.
Prompt Format Diversity
Given empathy prompts are generated, when presented to the manager, then the output includes at least one icebreaker question and one deeper check-in question clearly labeled.
Historical Context Integration
"As a manager, I want prompts informed by past interactions so that my outreach feels personal and relevant."
Description

Access and analyze the teammate’s previous recognition history, feedback comments, and past check-ins to inform prompt recommendations. Surface key details—such as recent accomplishments or ongoing challenges—within prompts to make outreach personalized and relevant to the individual’s journey.

Acceptance Criteria
Retrieving Teammate's Recognition History
Given a manager requests empathy prompts for a teammate identified with low mood, when the system fetches the teammate’s recognition records for the past 12 months, then at least three of the most recent recognitions must be retrieved and made available to the prompt generation engine.
Surface Recent Accomplishments
Given a manager initiates an empathy prompt, when the system analyzes the teammate’s accomplishments within the last 30 days, then the two most significant accomplishments must be surfaced as bullet points in the generated outreach suggestions.
Identify Ongoing Challenges
Given the teammate’s feedback comments contain references to unresolved issues, when the system parses the feedback, then at least one ongoing challenge must be extracted and included in the empathy prompt recommendation with empathetic phrasing.
Combine Historical Data into Prompt
Given multiple historical data points (recognitions, accomplishments, challenges) are available, when the system generates the empathy prompt, then the message must include at least one recognition, one recent accomplishment, and one ongoing challenge to ensure personalized outreach.
System Performance for Data Retrieval
Given a manager requests an empathy prompt, when the system retrieves all required historical context and generates the prompt, then the entire process must complete within 2 seconds under standard load conditions.
Cross-Timezone Outreach Suggestions
"As a distributed team lead, I want suggested times that respect my teammate’s local hours so that my outreach is timely and considerate."
Description

Incorporate teammates’ time zone data to suggest optimal windows for manager check-ins. Display local clock times and send scheduling prompts that respect working hours and avoid off-hour intrusions, ensuring considerate and effective outreach in global teams.

Acceptance Criteria
Optimal Check-In Window Display
Given a manager selects a teammate for outreach, when viewing the suggestion panel, then the system displays the teammate’s upcoming 2-hour working window in the manager’s local time.
Local Clock Visualization
Given a teammate’s profile contains valid time zone data, when the manager views the outreach interface, then both the manager’s and the teammate’s local clocks are displayed side by side with up-to-date times.
Off-Hours Intrusion Prevention
Given the system computes time zones, when suggesting scheduling times, then the system excludes any time outside the teammate’s defined working hours (9am–6pm local time).
Empathy Prompt Scheduling Notification
Given a low mood indicator triggers an empathy prompt, when scheduling outreach, then the system notifies the manager of the teammate’s local date and time for the suggested check-in.
Time Zone Conversion Accuracy
Given a variety of global time zones, when converting to the manager’s local time, then the system’s conversion matches a standard time zone library within a one-minute margin.
Outcome Feedback Mechanism
"As a team lead, I want to give feedback on the prompts so that the system learns and improves future suggestions."
Description

Provide a feedback interface for managers to log responses and rate the helpfulness of each empathy prompt. Capture outcome data—such as whether the conversation improved mood—to refine AI models and improve future prompt accuracy and effectiveness.

Acceptance Criteria
Feedback UI Display
Given a manager navigates to the feedback interface, When the interface loads, Then the rating scale, comment box, and submit button are visible and correctly labeled
Rating Submission
Given the manager selects a rating and enters a comment, When they click submit, Then the system accepts the input, shows a confirmation message, and clears the form
Mood Outcome Logging
Given the manager selects the post-conversation mood outcome, When they submit the feedback, Then the mood outcome value is recorded alongside the rating in the database
Feedback Data Retrieval
Given the manager accesses their feedback dashboard, When they filter by date range or team member, Then the recorded feedback entries display with correct ratings, comments, and mood outcomes
AI Model Feedback Integration
Given new feedback data is recorded, When the nightly data pipeline runs, Then the feedback and outcome data are included in the dataset used to retrain the empathy prompt model
Privacy and Consent Management
"As a teammate, I want to control how my mood data is shared so that I maintain privacy and consent."
Description

Implement user-controlled privacy settings that allow teammates to opt in or out of mood detection and prompt generation. Ensure compliance with data protection regulations by anonymizing mood data where required and providing transparent consent flows.

Acceptance Criteria
User Opt-In Flow
Given a user visits the privacy settings page When the user enables mood detection Then a consent modal with feature details appears And upon user acceptance mood detection is activated and recorded
User Opt-Out Confirmation
Given a user disables mood detection When the user confirms opt-out Then all existing mood data is scheduled for deletion within 24 hours And no further empathy prompts are generated
Mood Data Anonymization
Given mood data is requested for team-level analytics When the data is processed Then all user identifiers are replaced with random tokens And no personal data can be reverse-engineered
Consent Preference Update
Given a user updates their consent preferences When the change is submitted Then the new settings are saved in the database within 5 seconds And the privacy settings UI reflects the updated preferences on page refresh
Regulatory Compliance Reporting
Given an administrator requests a consent report When the report is generated Then it includes all consent transactions with timestamps and user IDs And is available for export in CSV format meeting GDPR audit requirements

GeoMood Map

Displays a world map overlay that color-codes team mood by location or time zone. This geographic visualization uncovers regional stress hotspots and peaks of positivity, helping global teams tailor support and celebrate successes where they matter most.

Requirements

Real-Time Mood Data Sync
"As a team lead, I want to see live updates of my distributed team’s mood on a world map so that I can respond promptly to stress signals and maintain high engagement."
Description

Continuously aggregates and updates individual and team mood inputs from the PulseJoy sentiment engine, ensuring the GeoMood Map reflects the latest emotional states across all locations. Data is fetched at regular intervals and synchronized with minimal latency to provide an accurate, up-to-date visualization of global team morale.

Acceptance Criteria
Data Sync on User Login
Given a team lead navigates to the GeoMood Map after login, when the page initializes, then the system fetches and displays mood data updated within the last 5 seconds for all active users; and no missing or duplicated entries appear on the map.
Periodic Mood Data Refresh
Given the GeoMood Map is displayed, when a 60-second interval elapses, then the system automatically retrieves and updates mood data for all users within 3 seconds, reflecting any changes in user inputs.
Real-Time Visualization Update
Given a user submits a new mood input, when the sentiment engine processes the input, then the updated mood is reflected on the GeoMood Map for that user's location within 2 seconds without requiring manual refresh.
Handling Data Synchronization Failures
Given a network or service interruption occurs during data fetch, when the system detects a sync failure, then it retries up to 3 times with exponential backoff and displays a warning indicator on the map if synchronization remains unsuccessful after retries.
Time Zone-Based Mood Aggregation
Given the GeoMood Map aggregates moods by time zone, when the local time in a region crosses midnight, then the system updates the aggregation buckets and recalculates regional average mood, reflecting changes within 5 seconds.
Interactive Geo-Visualization
"As a product manager, I want to interact with the map to explore mood details by region so that I can identify areas that need support or recognition."
Description

Displays a world map overlay with color-coded regions representing aggregated mood scores by location or time zone. Users can zoom, pan, and click on regions to drill down into detailed metrics, enabling intuitive exploration of geographic mood distribution and facilitating data-driven decisions.

Acceptance Criteria
Initial Map Load
Given a user accesses the GeoMood Map page, when the page loads, then the world map renders with all regions outlined and each region displays its aggregated mood color within 3 seconds without errors.
Zoom and Pan Interaction
Given a user zooms in or out up to 10x or pans across the map, when the action is performed, then the map view updates smoothly without lag and mood data remains visible and correctly positioned.
Region Drill-Down
Given a user clicks on a color-coded region, when the click is registered, then a detailed metrics panel displays region-specific mood data (average score, history graph, user count) within 2 seconds.
Real-Time Data Update
Given new mood submissions arrive for any region, when the data is pushed, then the map updates the affected region's color-coding within 5 seconds to reflect the latest aggregated score without requiring a manual refresh.
Color-Coding Accuracy
Given the mood score thresholds (e.g., red: 0-2, yellow: 3-7, green: 8-10), when the map renders or updates, then each region's color matches the correct threshold based on its current aggregated mood score.
Time Zone Filtering
"As an operations coordinator, I want to filter the map by time zones so that I can analyze mood trends during critical working hours in each region."
Description

Allows users to apply filters based on specific time zones or local working hours, enabling focused analysis of mood patterns during peak activity periods. The map dynamically adjusts color coding and data points according to the selected time frame, tailoring insights to regional work schedules.

Acceptance Criteria
Filtering by Single Time Zone
Given the user selects a specific time zone filter, When the map loads, Then only data points within that time zone are displayed and color-coded correctly
Filtering by Multiple Time Zones
Given the user selects multiple time zones, When filters are applied, Then the map shows combined data points for selected zones with distinct legends for each
Filtering Using Local Working Hours
Given the user defines a local working hours range, When the filter is applied, Then only mood data within those hours is shown on the map
Invalid Time Zone Selection
Given the user inputs an unsupported time zone, When applying the filter, Then the system displays a validation error and no data is altered
Dynamic Map Update on Filter Change
Given the user modifies the active time zone filter, When changes are saved, Then the map refreshes dynamically without full page reload
Regional Mood Trend Analysis
"As a HR analyst, I want to view mood trends over time for specific regions so that I can identify recurring patterns and plan targeted engagement activities."
Description

Provides historical trend lines and comparison charts for selected regions, illustrating mood fluctuations over days, weeks, or months. Integrates with the GeoMood Map to overlay trend indicators directly on the map, helping teams spot recurring stress hotspots or periods of high positivity.

Acceptance Criteria
Viewing Historical Mood Trends for a Region
Given the user selects a region and a time range (days/weeks/months), When the system generates trend lines, Then the displayed chart accurately plots mood scores over the selected period with daily/weekly/monthly data points, And the chart includes axis labels, legend, and title.
Comparing Regional Mood Trends
Given the user selects two or more regions for comparison, When comparison mode is activated, Then the system overlays distinct-colored trend lines for each region, And displays a legend mapping colors to regions, And shows percentage change between current and previous periods.
Overlaying Trend Indicators on GeoMood Map
Given trend-indicator mode is toggled on the GeoMood Map, When trend data exists for a region, Then the map displays up/down arrows at region centers color-coded green for positive and red for negative trends, And arrow sizes correspond to the magnitude of mood change.
Identifying Stress Hotspots
Given the user filters for negative mood trends exceeding a 10% drop over the past month, When the filter is applied, Then the map highlights affected regions in red, And a sidebar lists each region’s name alongside its exact percentage decrease.
Exporting Regional Mood Trend Data
Given the user clicks export on a region’s trend chart and selects file format (CSV/PNG/PDF), When the export is confirmed, Then the system generates and initiates download of the file named with region and date range, containing either raw data or the rendered chart.
Hotspot Alert System
"As a team lead, I want to receive alerts when a region’s mood dips below a threshold so that I can intervene before dissatisfaction escalates."
Description

Implements an automated alert mechanism that notifies designated stakeholders when regional mood scores cross predefined thresholds. Alerts can be delivered via in-app notifications, email, or Slack, ensuring that emerging stress hotspots are addressed promptly.

Acceptance Criteria
Stress Hotspot Detection
Given the average mood score for a region falls below the low-stress threshold, When the system processes the latest GeoMood data, Then the Hotspot Alert System flags the region as a stress hotspot.
In-App Alert Delivery
Given a stress hotspot alert is generated, When a designated stakeholder is actively using the PulseJoy app, Then an in-app notification displaying the region name, current mood score, and timestamp appears within 5 seconds of alert generation.
Email Alert Delivery
Given email notifications are enabled for designated stakeholders, When a stress hotspot alert is generated, Then an email containing the region, mood score, threshold crossed, and a link to the GeoMood Map is sent to each stakeholder within 60 seconds.
Slack Alert Delivery
Given valid Slack integration settings and a configured channel, When a stress hotspot alert is generated, Then a formatted message with alert details, interactive acknowledgment buttons, and a timestamp is posted to the channel within 30 seconds.
Threshold Configuration Update
Given an administrator updates the mood threshold for a region in the system settings, When the change is saved, Then subsequent mood data evaluations use the new threshold for alert generation and an audit log entry records the update.

Mood Forecast

Uses AI to predict upcoming mood trends based on historical patterns, workload intensity, and scheduling data. By anticipating emotional dips, managers can proactively plan morale-boosting activities, adjust deadlines, and maintain steady team well-being.

Requirements

Data Aggregation Engine
"As a team manager, I want to aggregate historical mood and workload data from various sources so that the AI can generate accurate mood trend predictions."
Description

Collects and normalizes historical mood, workload, and scheduling data from multiple sources including project management tools and communication platforms. Ensures data accuracy and consistency by applying validation rules and transformation pipelines, enabling the AI model to train on reliable inputs and generate precise mood forecasts.

Acceptance Criteria
Data Ingestion from Multiple Platforms
Given the engine is connected to project management and communication platforms When a new data entry is available Then the engine ingests the entry within 5 minutes and stores it in the staging area with source metadata intact
Data Normalization and Schema Alignment
Given disparate data schemas from different sources When the normalization pipeline runs Then all records conform to the unified data schema with no missing required fields
Validation of Historical Mood Data
Given historical mood entries in the staging area When validation rules are applied Then records failing accuracy checks (e.g., invalid timestamps, out-of-range mood values) are logged as errors and excluded from downstream processes
Transformation Pipeline Execution
Given normalized and validated data in the staging area When transformation pipelines execute Then the process completes within defined SLAs, enriches data with calculated fields (e.g., workload intensity), and produces a clean dataset without processing errors
Provisioning Clean Data for AI Training
Given the clean dataset from the transformation pipelines When exporting data for AI model training Then the export meets format specifications (CSV with header row, UTF-8 encoding), contains no duplicate records, and has 100% field completeness
AI Mood Prediction Algorithm
"As a team lead, I want the system to predict upcoming team mood trends so that I can plan interventions before morale drops."
Description

Develops a machine learning model that analyzes aggregated historical mood, workload intensity, and scheduling data to forecast upcoming mood trends. Utilizes time-series analysis and behavioral indicators to identify patterns and predict emotional dips with high accuracy, allowing managers to take proactive measures.

Acceptance Criteria
Start-of-Day Mood Forecast
Given the system has at least 14 days of historical mood and workload data When the workday begins Then the AI Mood Prediction Algorithm generates a mood forecast for the upcoming 8 working hours with ≥80% accuracy validated via cross-validation.
Mid-Week Dip Alert
Given real-time workload intensity exceeds the 75th percentile and historical patterns indicate a mid-week emotional dip When these conditions are met Then the system sends an alert to managers within 5 minutes including predicted dip severity and recommended interventions.
End-of-Month Aggregate Validation
Given aggregated mood predictions over a 30-day period When compared against actual reported moods Then the Mean Absolute Error (MAE) on a normalized scale is less than 0.1.
Cross-Timezone Data Handling
Given team members span at least three different time zones When scheduling data is processed Then the algorithm correctly aligns timestamps and provides a continuous 24-hour mood forecast without overlaps or gaps.
Algorithm Retraining Trigger
Given model accuracy falls below 80% on the validation set for two consecutive runs When this occurs Then the system automatically schedules a retraining job and notifies the data science team within one hour.
Visualization Dashboard
"As a manager, I want a visual representation of predicted team mood trends so that I can easily understand and act on the insights."
Description

Creates an interactive dashboard that displays forecasted mood trends over time, highlighting potential emotional dips and peaks. Includes customizable graphs, heatmaps, and trend indicators, allowing managers to quickly interpret predictions and plan morale-boosting activities effectively.

Acceptance Criteria
Dashboard Overview Access
Given the manager is logged in when they navigate to the Mood Forecast dashboard then the dashboard loads within 3 seconds and displays a line graph of forecasted mood trends for the next 14 days along with a heatmap and trend indicators.
Time Range and Graph Type Customization
Given the Mood Forecast dashboard is displayed when the manager selects a custom date range and graph type then the dashboard updates within 2 seconds to reflect the selected parameters and accurately redraws the visualizations.
Heatmap Data Inspection
Given the heatmap is displayed when the manager hovers over a specific date cell then a tooltip appears showing the exact mood score value, date, and workload intensity for that cell.
Trend Indicator Alerts
Given forecasted mood dips exceed a predefined threshold when the dashboard loads then red alert markers appear on the timeline indicating potential emotional dips; conversely, green markers indicate peaks.
Trend Data Export
Given the Mood Forecast dashboard is displayed when the manager clicks the 'Export Data' button then a CSV file containing date, forecasted mood score, and workload intensity for the selected timeframe downloads within 5 seconds.
Automated Notification System
"As a team lead, I want to receive alerts when my team’s mood is predicted to drop so that I can proactively address potential issues."
Description

Implements a notification service that alerts managers when predicted mood dips exceed predefined thresholds. Supports configurable channels such as email, in-app notifications, and Slack, enabling timely reminders to organize team-building activities or adjust deadlines.

Acceptance Criteria
Threshold Exceeded Email Notification
Given a predicted mood dip above the configured threshold and email notifications enabled, when the AI prediction is processed, then an email is delivered to the manager within 60 seconds containing the mood dip percentage, threshold value, and recommended actions.
In-App Alert Display
Given a predicted mood dip above the configured threshold and in-app notifications enabled, when the manager logs into the PulseJoy dashboard, then a visible alert banner appears at the top of the screen within 30 seconds displaying the mood trend and suggested team-building activities.
Slack Channel Notification
Given a predicted mood dip above the configured threshold and Slack integration enabled with the correct channel ID, when the prediction service triggers the notification, then a formatted Slack message is posted to the designated channel within 2 minutes containing the dip details and call-to-action.
Configurable Notification Preferences
Given a manager has updated their notification preferences to enable or disable channels, when saving the preference settings, then the system stores the configuration and uses it immediately for subsequent mood dip alerts without requiring a restart or cache clear.
Batch Notification Rate Limiting
Given multiple mood dip predictions exceeding thresholds within a 5-minute window for the same manager, when notifications are ready to send, then the system groups them into a single summary notification per channel, ensuring no more than one notification per channel every 5 minutes.
Scheduling Tools Integration
"As a manager, I want mood forecasts integrated with my scheduling tools so that predicted mood dips are reflected in my team’s calendar automatically."
Description

Integrates with calendar and project management tools (e.g., Google Calendar, Trello, Jira) to import scheduling data and synchronize predicted mood events with team calendars. Enables automatic adjustment of deadlines and scheduling of morale-boosting sessions based on forecasted emotional trends.

Acceptance Criteria
Calendar Data Import
Given a user has authorized PulseJoy to access their Google Calendar, When the integration runs, Then all events within the next 30 days are imported and displayed in the Mood Forecast dashboard with no missing data.
Project Management Tool Synchronization
Given a user has connected their Trello board, When the system syncs tasks, Then the scheduled task deadlines from Trello are reflected in PulseJoy's Mood Forecast and match exactly in date and time.
Automatic Deadline Adjustment
Given the Mood Forecast predicts a low mood trend, When a scheduled deadline falls during the predicted period, Then PulseJoy automatically suggests deadline extensions and prompts the team lead with options to adjust the schedule.
Morale-Boosting Session Scheduling
Given a predicted emotional dip is detected in the team's schedule, When the integration is active, Then PulseJoy inserts a morale-boosting session into the team's calendar at an available time slot and notifies participants.
Cross-Tool Scheduling Conflict Detection
Given events imported from multiple tools, When overlapping events are detected, Then PulseJoy flags conflicts in the dashboard and provides conflict resolution suggestions to the user.

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Press Coverage

Imagined press coverage for this groundbreaking product concept.

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PulseJoy Revolutionizes Remote Team Collaboration with Gamified Engagement Platform

Imagined Press Article

SAN FRANCISCO, 2025-07-01 – Today marks the official launch of PulseJoy, an innovative engagement platform designed to transform routine remote collaboration into a dynamic, game-like experience. Developed for technology team leads who want to foster genuine connection across distributed workforces, PulseJoy offers point-based challenges, instant peer recognition, and real-time analytics to increase participation, morale, and culture across any time zone. In the era of remote work, teams often struggle to maintain camaraderie and motivation beyond daily stand-ups and status updates. PulseJoy addresses this gap by converting everyday interactions—code reviews, knowledge sharing, meeting attendance—into friendly competitions that reward contributions, spark playful rivalry, and create a lasting sense of community. “Remote teams deserve more than static chat threads and one-off Zoom calls,” said Amira Patel, CEO and co-founder of PulseJoy. “We built PulseJoy to deliver a platform where every contribution, big or small, is visible and celebrated. When colleagues earn points, badges, and public recognition, they feel appreciated—and that drives further engagement and lasting culture.” Key Features Driving Engagement: • BadgeCraft: Personalize recognition with custom-designed badges that feature animated icons and colors. Teams can create unique badge sets for special events, milestones, or organizational values. • Kudos Spotlight: Automatically highlights the day’s top three shout-outs in an animated carousel, ensuring standout contributions receive maximum visibility. • Cascade Reaction: Triggers a ripple of animated badges across the live feed whenever a group achievement unlocks, visually connecting individual efforts to team-wide successes. • Analytics Prism: Provides live dashboards and heatmaps detailing recognition patterns, most-active contributors, and trending badge types. Team leads access actionable insights to address participation gaps, celebrate cultural highlights, and iterate on engagement strategies. “Our data science team integrated powerful visualizations so managers can move from anecdotal feedback to data-driven decisions,” explained Ray Chen, Chief Technology Officer. “By surfacing participation metrics and badge trends, we empower culture captains to proactively design challenges that resonate with their unique teams.” Scalable, Asynchronous Collaboration Across Time Zones: PulseJoy’s AI-driven SyncPulse feature identifies optimal overlap windows across global teams, automatically adjusting scheduling as availability changes. In conjunction, RiftRelay seamlessly escalates tasks from one time zone to the next, ensuring continuous momentum on shared projects without manual handoffs. “Cross-border workflows no longer have to stall at 5pm PST or 9am CET,” commented Lucia Hernandez, Head of Product. “SyncPulse and RiftRelay eliminate the guesswork and make it effortless to maintain a pulse of progress and people over any geographic span.” Committed to Privacy and Security: PulseJoy is built on a secure, enterprise-grade infrastructure with end-to-end encryption and SOC 2 Type II compliance. All user data—including participation metrics and mood indicators—is anonymized at rest, ensuring privacy and compliance with international data protection regulations. Early Adopter Success Stories: • GreenWave Labs, a software consultancy with 120 remote engineers, increased daily peer recognition by 250% and saw a 40% decrease in disengagement ratings after implementing PulseJoy. • AtlasPine, a global design agency, credited PulseJoy’s inter-team challenges for reducing project handoff times by 15% and boosting cross-functional collaboration scores in an internal survey. “PulseJoy has completely changed the way we work together,” said Morgan Scott, Senior Engineering Manager at GreenWave Labs. “Our team actually looks forward to daily challenges and has developed a stronger bond—even though we’re scattered across four continents.” Availability and Pricing: PulseJoy is available starting today via a tiered subscription model: • Starter Plan: $8 per user/month, includes core gamification features, basic analytics, and up to five custom badges. • Professional Plan: $15 per user/month, adds SyncPulse, RiftRelay, extended analytics dashboards, and unlimited badges. • Enterprise Plan: Custom pricing for advanced SSO integration, private cloud deployment, API access, and dedicated support. For more information, or to schedule a personalized demo, visit www.pulsejoy.com or contact press@pulsejoy.com. About PulseJoy: PulseJoy is the market’s leading gamified engagement platform for remote and distributed teams. Founded in 2024 by technology veterans passionate about culture, the company combines point-based challenges, instant recognition, and AI-driven analytics to drive participation, morale, and connection across time zones. Contacts: PulseJoy Public Relations Email: press@pulsejoy.com Phone: +1 415-555-0199 Website: www.pulsejoy.com

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PulseJoy Unveils AI-Powered SyncPulse and RiftRelay to Bridge Global Time Zones

Imagined Press Article

SAN FRANCISCO, 2025-07-01 – PulseJoy, the leading gamified collaboration platform, today announced the release of two breakthrough AI-driven features—SyncPulse and RiftRelay—designed to eliminate the complexities of global team scheduling and handoffs. These innovations supercharge distributed teams’ ability to collaborate across time zones by automating overlap identification, session scheduling, and continuous workflow escalations. In our interconnected world, distributed engineering and design teams must coordinate across multiple geographies. Manually finding meeting times, adjusting for daylight savings, and ensuring critical tasks pass smoothly from one region to the next drains productivity and dampens engagement. SyncPulse and RiftRelay tackle these pain points head-on. SyncPulse: AI-Optimized Overlap Scheduling SyncPulse harnesses advanced machine learning to analyze each team member’s calendar patterns, preferred focus hours, and past availability data. It then identifies optimal “golden hours” where maximum team overlap occurs and automatically schedules micro-challenges, brainstorming sessions, or stand-up meetings. Key benefits include: • Automated Adjustments: Recognizes changes in availability and recalibrates upcoming sessions without manual intervention. • Contextual Suggestions: Recommends ideal times for cross-functional duels, pair programming, or design critiques based on participants’ roles and workloads. • Integration-First Approach: Works seamlessly with Google Calendar, Microsoft 365, and major time-zone management tools. “SyncPulse removes the guesswork,” said Ray Chen, CTO at PulseJoy. “Team leads no longer waste hours chasing availability. The system continuously optimizes scheduling so meetings and collaboration bursts happen when everyone can be most present.” RiftRelay: Continuous Task Escalation Across Borders RiftRelay maintains project momentum by automatically handing off micro-tasks between teammates as their local workday ends and another’s begins. Built-in logic ensures each handoff includes context, links to relevant documentation, and recognition triggers that celebrate the completed segment of work. Core capabilities include: • Intelligent Escalation: Matches tasks to the next available teammate based on skill tags, workload capacity, and time-zone proximity. • Context Preservation: Bundles chat transcripts, code diffs, or design annotations with every handoff to minimize context-switching friction. • Recognition Integration: Generates badge-crafted celebrations for every completed relay, reinforcing collaborative ownership and celebrating continual progress. “Distributed teams deserve a system that keeps work flowing without gaps,” commented Amira Patel, CEO of PulseJoy. “RiftRelay ensures a handoff is more than a technical exchange—it’s an opportunity to recognize teammates and keep them motivated.” Pilot Program Success In a private pilot involving 50 global engineering teams, PulseJoy recorded: • 30% reduction in idle time between task phases • 45% increase in cross-time-zone collaboration activities • 20% boost in positive sentiment during asynchronous handoffs, as measured by embedded kudos prompts “One of our biggest surprises was how much morale improved when people received a badge for completing their relay shift,” said Dr. Sofia Nguyen, Director of People Operations at NovaTech Solutions. “It reinforced a culture of shared accountability and celebration across continents.” Availability and Pricing SyncPulse and RiftRelay are immediately available to all Professional and Enterprise subscribers at no additional cost. PulseJoy’s Starter Plan users can upgrade to Professional starting at $15 per user/month. Enterprise customers benefit from private cloud deployment, advanced SSO, and dedicated integration support. To learn more or join the upcoming product webinar, visit www.pulsejoy.com/events or contact press@pulsejoy.com. About PulseJoy PulseJoy is the premier gamified engagement platform that helps distributed teams build culture and maintain momentum through playful competition and real-time recognition. By integrating AI-driven scheduling, dynamic badges, and analytics, PulseJoy ensures every contribution is visible, celebrated, and connected to larger organizational goals. Contacts: PulseJoy Media Relations Email: press@pulsejoy.com Phone: +1 415-555-0199 Website: www.pulsejoy.com

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PulseJoy Introduces Mood Analytics Prism and Empathy Prompts to Elevate Team Well-Being

Imagined Press Article

SAN FRANCISCO, 2025-07-01 – PulseJoy, the industry leader in gamified collaboration and recognition, today launched two new features—Mood Analytics Prism and Empathy Prompts—empowering team leads with real-time emotional intelligence tools. These additions enhance PulseJoy’s existing Analytics Prism suite, providing actionable insights into team morale and proactive outreach suggestions to nurture psychological safety across distributed workforces. Understanding and responding to team sentiment in real time has never been more critical. While PulseJoy already offers participation metrics and engagement heatmaps, the new Mood Analytics Prism dives deeper into emotional trends by collecting voluntary mood check-ins, analyzing real-time sentiment shifts, and surfacing actionable intelligence. Mood Analytics Prism: Visualize and Understand Team Emotions Mood Analytics Prism transforms anonymous, daily mood inputs into interactive dashboards and dynamic trendlines. Features include: • Mood Trendlines: Longitudinal charts that display mood fluctuations at the individual, team, and organization levels. Managers can zoom into specific time frames—post-release sprints, major launches, or company milestones—to correlate events with emotional responses. • GeoMood Map: A world map overlay that color-codes mood by region or time zone, revealing geographic stress hotspots and positivity peaks. • Mood Correlator: Cross-analyzes mood data with project events like code freezes or sprint reviews, helping teams replicate initiatives that boost morale and minimize those that sap energy. • Mood Forecast: AI-driven predictions of upcoming sentiment dips based on historical patterns, workload intensity, and calendar events. “Data without context can miss the human element,” explained Ray Chen, CTO of PulseJoy. “Mood Analytics Prism bridges that gap by providing a 360-degree view of team well-being—leading indicators of stress or celebration—so managers can act before issues escalate.” Empathy Prompts: Proactive Outreach Recommendations Building on sentiment analytics, Empathy Prompts offers tailored suggestions for sensitive, human-centered conversations. When the system detects a downward trend or volatility in a team member’s mood, it generates: • Outreach Strategies: Personalized check-in templates and conversation openers crafted to show genuine support. • Timing Recommendations: Insights on the best times to connect based on past responsiveness and availability patterns. • Resource Links: Quick access to company well-being programs, wellness resources, and external support channels. “Empathy is a skill, and we want to make it accessible to every leader,” said Amira Patel, CEO of PulseJoy. “Empathy Prompts guides managers on how to have meaningful conversations, ensuring no one falls through the cracks in a remote environment.” Pilot Results and Impact In a six-week pilot with 25 mid-sized technology organizations, PulseJoy observed: • 60% faster response time to low-mood alerts • 35% increase in one-on-one check-ins between managers and direct reports • 28% decrease in reported feelings of isolation among remote contributors “Our HR team used Empathy Prompts to structure our quarterly well-being outreach,” noted Chris Silva, VP of People and Culture at TechNova. “The combination of trend data and guided conversation starters was a game-changer for building trust and connection.” Security and Privacy Safeguards All mood data in PulseJoy is collected anonymously and stored with robust encryption. Only aggregated insights are surfaced to team leads, ensuring individual privacy and compliance with GDPR and other international regulations. Availability and Next Steps Mood Analytics Prism and Empathy Prompts are available immediately for all Professional and Enterprise customers. Teams can activate the features with a simple toggle in the admin dashboard. PulseJoy will host a live demo on July 15, 2025—register at www.pulsejoy.com/webinars. About PulseJoy PulseJoy is the leading platform for gamified collaboration, recognition, and emotional intelligence in distributed teams. By combining game mechanics, AI-driven analytics, and culture-centric features, PulseJoy helps organizations build connection, transparency, and high performance across any distance. Contacts: PulseJoy Press Office Email: press@pulsejoy.com Phone: +1 415-555-0199 Website: www.pulsejoy.com

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