Team Monitor

Real-time Jira worklog and team activity monitor with advanced analytics and status notifications.

# Team Monitor — Jira Delivery Intelligence for Engineering Teams Team Monitor is a powerful Chrome extension for Jira that transforms raw sprint, issue, and worklog data into real-time delivery intelligence for engineering managers, project managers, scrum masters, delivery leads, product owners, and technical teams. Instead of manually building Jira dashboards, exporting CSVs, switching between boards, or writing complex JQL queries every week, Team Monitor gives you a centralized intelligence layer directly inside your browser. The extension connects to your Jira Cloud or Jira Server instance, synchronizes issues and worklogs locally, and generates advanced analytics across: * Sprint performance * Team velocity * Member contribution * Worklog compliance * Delivery risks * Burnout indicators * Capacity planning * Cross-project allocation * Kanban flow analysis * AI-style delivery insights * Project health scoring * Historical sprint trends Everything runs locally in your browser with no external backend servers. --- # Why Install Team Monitor? If your team uses Jira daily, Team Monitor helps you answer critical questions instantly: * Which projects are at risk? * Which sprint items are likely to spill over? * Who is overloaded? * Which members are context switching too much? * Are people logging work consistently? * How accurate are sprint commitments? * Which blockers have the highest impact? * Where is the team actually spending time? * Is sprint velocity improving or declining? * Which teams are underperforming? * Are deadlines realistically achievable? * Which projects are consuming unexpected capacity? Instead of manually compiling reports from multiple Jira boards and filters, Team Monitor continuously computes these insights automatically. --- # Built for Real Engineering Teams Team Monitor is designed for: ## Engineering Managers Monitor sprint health, team workload, velocity trends, delivery risks, and contribution patterns across one or multiple squads. ## Project Managers & Delivery Leads Track progress across projects, identify blockers early, monitor stale work, and prepare stakeholder updates faster. ## Scrum Masters Analyze sprint performance, carry-over rates, commitment accuracy, and retrospective insights using real Jira data. ## Product Managers Understand delivery health, overdue items, sprint predictability, and project status without relying on manually prepared reports. ## Tech Leads & Senior Developers Quickly identify blockers, review sprint contribution, monitor issue flow, and analyze where engineering effort is actually going. ## Agile Organizations Track multiple teams, multiple projects, and organization-wide delivery performance from a single interface. --- # Core Features ## Real-Time Activity Feed The Activity Feed provides a live stream of team activity across all Jira projects. See: * Worklogs * Assignments * Status updates * Sprint activity * Cross-project contributions * Recent engineering activity The feed is filtered strictly by your configured dashboard team and updates automatically after every background sync. Filter activity by: * Team member * Project * Activity type * Time range Perfect for daily standups, engineering reviews, and delivery monitoring. --- # PM Intelligence Dashboard The PM Intelligence module automatically detects delivery risks and project health issues. It analyzes: * Stale issues * Blocked tasks * Sprint spillover * Overdue work * Worklog compliance * Assignment gaps * Delivery concentration * Context switching * Deadline risk * Workflow congestion Instead of manually reviewing dozens of Jira filters, Team Monitor surfaces the issues that need attention immediately. --- # Sprint Analyzer Sprint Analyzer is one of the most advanced features in Team Monitor. Select any sprint and instantly analyze: * Sprint velocity * Completed vs committed work * Team contribution * Member contribution * Story point delivery * Sprint spillover * Worklog compliance * Capacity vs actual effort * Estimated vs logged hours * Velocity trends * Team efficiency * Overrun / underrun analysis * Historical sprint comparison * Sprint health score * Velocity prediction The Sprint Analyzer supports: * Active sprints * Closed sprints * Multi-team sprints * Multi-project sprints * Jira Cloud * Jira Server / Data Center Unlike Jira's default reports, Team Monitor provides member-level and team-level contribution analysis based on actual worklog participation. --- # Delivery Insights (AI-Style Analytics) Delivery Insights continuously analyzes sprint and project activity to surface high-level engineering intelligence. Examples include: * Burnout alerts * Workflow congestion * Low focus score * Overcommitment warnings * Capacity imbalance * Delivery slowdown detection * High blocker impact * Deadline risk alerts * Velocity drop warnings * Context switching alerts * Sprint risk prediction The goal is not just reporting — but helping engineering teams identify problems before they become delivery failures. --- # Member Overview The Member Overview tab gives engineering managers and leads a complete picture of each contributor. Track: * Logged hours * Active tasks * Compliance percentage * Assigned projects * Sprint contribution * Focus score * Delivery risk * Context switching * Work allocation * Capacity utilization * Team participation You can drill into individual contributors and see: * What they worked on * Which projects consumed their time * How much effort was logged * Which issues remain active Useful for: * 1:1 meetings * Performance reviews * Sprint planning * Resource balancing * Capacity discussions --- # Involved Projects View The Involved Projects module provides a project-centric delivery overview. See: * Active projects * Contributor distribution * Project risk indicators * Workload concentration * Cross-project allocation * Hours logged by project * Active issue counts * Bug density * Blocker count * Team participation This is especially valuable for organizations where multiple squads contribute to multiple Jira projects simultaneously. --- # Time Tracking & Compliance The Time Tracking module provides advanced worklog analysis. Features include: * Total logged hours * Expected vs actual hours * Daily worklog compliance * Time by member * Time by project * Time by issue type * Daily heatmaps * Worklog trends * Compliance scoring * Missing log detection * Reminder notifications Export support: * CSV export * PDF export Ideal for: * Capacity analysis * Internal reporting * Client billing validation * Delivery audits * Worklog monitoring --- # Time Analyzer Time Analyzer goes beyond simple worklog totals. It analyzes: * Focus sessions * Deep work patterns * Context switching * Time overruns * Estimation accuracy * Productivity rhythms * Work distribution * Efficiency ratios * Team utilization The extension calculates a Focus Score for members based on worklog behavior and session patterns. This helps identify: * High interruption environments * Overloaded contributors * Inefficient work distribution * Sprint planning inaccuracies --- # Kanban Analyzer For teams using Kanban instead of Scrum, Team Monitor includes a dedicated Kanban analytics module. Track: * WIP by status * Flow efficiency * Throughput trends * Cycle time * Blocked items * Aging work * Delivery consistency * Workflow congestion Perfect for operational teams, support teams, platform teams, and continuous delivery workflows. --- # Team Performance Analytics Team Performance provides historical trend analysis across sprints and teams. Analyze: * Velocity trends * Sprint predictability * Team growth * Contribution history * Health score trends * Delivery consistency * Historical sprint comparisons * Performance distribution Useful for: * Retrospectives * Executive reporting * Planning improvements * Team maturity analysis --- # Velocity Prediction Team Monitor includes AI-style sprint forecasting using weighted historical analysis. The system predicts: * Future sprint velocity * Commitment risk * Capacity mismatch * Delivery confidence Based on: * Historical sprint data * Velocity consistency * Workload trends * Team capacity * Previous spillover This helps managers avoid overcommitting future sprints. --- # Workload & Burnout Detection Engineering burnout and overload are difficult to identify early. Team Monitor continuously analyzes: * Excessive logged hours * High context switching * Large task counts * Uneven workload distribution * Sprint overload patterns * Continuous over-capacity behavior Members at risk are highlighted automatically. --- # Advanced Notifications The extension supports intelligent browser notifications for: * Missing worklogs * Sprint risks * Blocked issues * New assignments * Deadline risks * Compliance failures * Stale tasks * Mention activity * Team inactivity Notifications can be customized based on thresholds and team requirements. --- # Designed for Large Jira Instances Team Monitor is optimized for enterprise-scale Jira environments. Performance optimizations include: * IndexedDB local storage * O(1) lookup Maps and Sets * Background processing * Incremental synchronization * Cached analytics * Preprocessed worklogs * Batched API requests * Optimized rendering * Memory-safe aggregation Tested with: * 10,000+ issues * 100,000+ worklogs * Multi-team organizations * Large sprint histories --- # Real-Time Sync Engine A background service worker automatically synchronizes Jira data every few minutes. Sync types: * Incremental sync * Deep historical sync * Live sprint refresh * Cached data refresh This ensures dashboards stay accurate without requiring manual refreshes. --- # Multi-Team & Cross-Project Support Unlike standard Jira dashboards, Team Monitor supports: * Multiple teams * Multiple projects * Shared sprints * Cross-project contribution * Organization-level analysis * Squad-based filtering This makes it ideal for: * Delivery organizations * Engineering departments * Consulting teams * Agencies * Large agile programs --- # Strict Scope-Based Architecture Team Monitor uses a strict data-scoping architecture. Dashboard views are based only on selected dashboard team members. Time Tracking uses a dedicated roster scope. There is no hidden fallback behavior. This ensures: * Accurate reporting * Predictable analytics * Correct filtering * Clean cross-team separation --- # Local-First Privacy Architecture Privacy is a core design principle. Team Monitor: * Does NOT use external servers * Does NOT upload Jira data anywhere * Does NOT track user analytics * Does NOT store data remotely * Does NOT use telemetry systems All data stays: * Inside your browser * In local IndexedDB storage * Under your control Your Jira API token is stored locally only. --- # Supported Platforms Works with: * Jira Cloud * Jira Server * Jira Data Center * Chrome * Microsoft Edge * Brave * Arc Browser * Other Chromium browsers --- # Key Benefits ## Save Time Stop manually preparing sprint reports, compliance sheets, and delivery summaries. ## Improve Visibility Get a complete real-time picture of team performance across projects. ## Reduce Delivery Risk Identify blockers, stale work, and overloaded contributors before they impact delivery. ## Improve Sprint Planning Use historical velocity, capacity analysis, and prediction models for smarter commitments. ## Better Retrospectives Analyze what actually happened during a sprint using objective Jira data. ## Better Team Management Understand workload distribution, contribution patterns, and focus behavior. --- # Example Use Cases ## Daily Standup Open Activity Feed and instantly see what the team worked on yesterday. ## Sprint Planning Use Sprint Analyzer and Velocity Prediction to determine realistic sprint commitments. ## Retrospectives Review sprint spillover, blocked work, and estimation overruns. ## Delivery Reviews Use PM Intelligence to identify at-risk projects and delivery concerns. ## Capacity Planning Compare expected hours vs actual logged effort. ## Engineering Leadership Reviews Analyze team trends, performance distribution, and sprint health over time. --- # Frequently Asked Questions ## Does Team Monitor modify Jira data? No. The extension only reads Jira data using the REST API. It does not create, edit, or delete Jira issues. --- ## Is admin access required? No. You only need: * Jira access * API token * Permission to read relevant projects --- ## Does it support large organizations? Yes. Team Monitor is designed for: * Large sprint histories * Multi-team setups * Enterprise Jira environments * Large worklog datasets --- ## Is my data secure? Yes. All data stays locally in your browser. There are no external analytics or cloud services. --- # Why Teams Love Team Monitor Engineering teams install Team Monitor because it replaces: * Manual Jira reporting * Spreadsheet-based sprint tracking * Repetitive velocity calculations * Ad-hoc worklog audits * Multiple disconnected Jira dashboards * Time-consuming retrospective preparation with a single intelligent analytics layer. --- # Final Summary Team Monitor transforms Jira from a task tracker into a complete engineering intelligence platform. With advanced sprint analytics, member insights, project health scoring, delivery risk detection, worklog intelligence, velocity prediction, and cross-project visibility, it gives teams the operational awareness they need to deliver more predictably and manage engineering work more effectively. If your organization relies on Jira to manage delivery, Team Monitor helps you understand not just what work exists — but how your teams are actually performing. --- Team Monitor is independently developed and is not affiliated with Atlassian. Jira is a trademark of Atlassian Pty Ltd.