hoangsonww Sprint Summary
Generate a sprint summary from Claude Code Agent Monitor data.
Input
The user provides: $ARGUMENTS
This may be:
- A sprint duration: "last 2 weeks", "last 10 days"
- A date range: "2025-03-31 to 2025-04-13"
- "current sprint" (default: last 14 days)
Procedure
Fetch sprint data from
http://localhost:4820:GET /api/sessions?limit=500— all sessions in range (default sort: most recently updated first)GET /api/analytics— aggregated metricsGET /api/pricing/cost— total costs- For high-value sessions:
GET /api/events?session_id={id}— event details
Compile sprint summary:
🎯 Sprint Overview
- Sprint period: [start] to [end]
- Total sessions: N (completed: N, errored: N, abandoned: N)
- Total development hours with Claude Code: N
- Total cost: $X.XX
- Overall completion rate: N%
📦 Deliverables
Group sessions by working directory (project):
- Project A (
/path/to/project)- N sessions, N hours, key activities
- Project B (
/path/to/other)- N sessions, N hours, key activities
📊 Velocity Metrics
Metric Sprint Previous Sprint Trend Sessions/day N N ↑/↓ Avg session duration Nm Nm ↑/↓ Cost/session $N $N ↑/↓ Tokens/session N N ↑/↓ Completion rate N% N% ↑/↓ 🛠 Technology Breakdown
- Models used with distribution percentages
- Top 15 tools by usage with category grouping
- Subagent utilization rate
⚡ Efficiency Analysis
- Token efficiency: cache hit rate, compaction frequency
- Cost per completed task
- Time-to-first-output (avg across sessions)
- Error recovery rate (sessions that recovered from errors)
🔄 Retrospective Data Points
- What went well: Highest-efficiency sessions, best completion rates
- What could improve: Most expensive sessions, highest error rates
- Action items: Data-driven suggestions for next sprint
Output Format
Professional sprint report suitable for sharing with team leads or managers:
- Executive summary paragraph (5 sentences max)
- Structured data tables with trend indicators
- Grouped deliverables by project
- Numbered action items at the end