Retro

When to Use

Invoke with /retro when:

• End of a work sprint or week
• Want to understand development velocity and patterns
• Team standup or retrospective meeting prep
• Assessing productivity trends over time
• After a difficult period to understand what went wrong

Process

Phase 1: Session Detection

Analyze git history to identify work sessions:

1. Read commit log — git log --all --format='%H %aI %an %s' --since='1 week ago'
2. Detect sessions by grouping commits with <45 min gaps between them
3. Classify sessions:
   • Deep (50+ min) — sustained focused work
   • Medium (20-50 min) — moderate work blocks
   • Micro (<20 min) — quick fixes, reviews, hotfixes
4. Per author if multiple contributors

Phase 2: Metrics

Calculate development metrics:

Volume

• Lines added / removed / net (from git diff --stat)
• Files changed
• Commits count
• PRs merged (via gh pr list --state merged if available)

Velocity

• LOC per hour (lines changed ÷ session hours)
• Commits per session
• Average session duration

Patterns

• Most active files (change hotspots)
• Most active directories (where work concentrates)
• Commit type distribution (feat/fix/refactor/test/docs)
• Time-of-day distribution (morning/afternoon/evening/night)

Phase 3: Qualitative Analysis

Review the work content:

1. Read commit messages — summarize what was accomplished
2. Check tasks/todo.md — what was planned vs. what was done
3. Check tasks/lessons.md — what corrections were made
4. Check tasks/decisions.md — what architectural decisions were recorded
5. Identify blockers — long gaps between sessions, reverted commits, repeated attempts

Phase 4: Insights

Generate actionable insights:

• What went well — completed features, clean implementations, good test coverage
• What was hard — bugs that took multiple sessions, scope creep, repeated corrections
• What to improve — patterns to adopt, patterns to drop, process changes
• Focus areas — where the team spent most time (is that where they should?)

Phase 5: History (Optional)

If tasks/retros/ directory exists, save the retrospective:

1. Generate filename: tasks/retros/retro-YYYY-MM-DD.md
2. Save the full report
3. Compare with previous retros to identify trends

Output Format

# Retrospective — Week of YYYY-MM-DD

## Summary
[1-2 sentences: what was the focus this week?]

## Session Analysis
| # | Date | Duration | Type | Author | Key Work |
|---|------|----------|------|--------|----------|
| 1 | Mon 10:30 | 2h15m | Deep | alice | Auth system implementation |
| 2 | Mon 15:00 | 35m | Medium | alice | Fix login redirect |
| 3 | Tue 09:00 | 3h | Deep | bob | Search feature |

**Totals**: N sessions, Nh total, N deep / N medium / N micro

## Metrics
| Metric | This Week | Trend |
|--------|-----------|-------|
| Lines changed | +1,234 / -456 | — |
| Commits | 23 | — |
| Files touched | 18 | — |
| LOC/hour | ~150 | — |

## Commit Distribution
- feat: N (X%)
- fix: N (X%)
- refactor: N (X%)
- test: N (X%)
- docs: N (X%)

## What Went Well
- [Accomplishment]

## What Was Hard
- [Challenge + time spent]

## Insights
- [Actionable observation]

## Focus Areas
[Where time was spent vs. where it should be spent]

## Action Items
- [ ] [Specific improvement for next week]

Notes

• Session detection uses 45-min gaps as the default threshold — adjust if your workflow differs
• Metrics are directional, not precise — git stats don't capture thinking time, meetings, or research
• If no git history exists for the period, report that and suggest what to track
• Compare with previous retros (if saved) to identify trends
• This is a reflective tool, not a surveillance tool — focus on patterns and improvements