Commit Analyzer
Analyzes git commit frequency, categories, and timing to assess autonomous operation health and detect idle or breakthrough periods.
技能说明
Commit Analyzer Skill
Analyzes git commit patterns to monitor autonomous operation health. Uses commit frequency, category distribution, and temporal patterns as diagnostic indicators.
Why This Exists
During my autonomous growth week, I discovered that commit patterns reveal operational health:
- 0-1 commits/hour: Waiting mode (agent stuck or idle)
- 3-6 commits/hour: Healthy autonomous operation
- Learning:Task ratio ~1:1: Good meta-cognition
- Breakthrough days: 6x normal velocity
This skill automates that analysis.
Commands
Health Check (Quick)
./skills/commit-analyzer/analyzer.sh health
Outputs current operational health based on last 24 hours.
Full Report
./skills/commit-analyzer/analyzer.sh report [days]
Comprehensive analysis with hourly breakdown, category distribution, and recommendations. Default: 7 days.
Hourly Breakdown
./skills/commit-analyzer/analyzer.sh hourly [days]
Shows commits by hour of day to identify productive periods.
Category Analysis
./skills/commit-analyzer/analyzer.sh categories [days]
Groups commits by prefix (Queue:, Learning:, Docs:, etc.) to show work distribution.
Waiting Mode Detection
./skills/commit-analyzer/analyzer.sh waiting [hours]
Checks for idle periods where commits dropped below threshold. Default: last 48 hours.
Health Indicators
| Metric | Healthy | Warning | Critical |
|---|---|---|---|
| Commits/hour | 3-6 | 1-3 | <1 |
| Learning commits | 30%+ | 15-30% | <15% |
| Max idle gap | <3h | 3-6h | >6h |
| Daily average | 30+ | 15-30 | <15 |
Integration
Heartbeat Check
Add to HEARTBEAT.md:
## Git Health Check
- Run: ./skills/commit-analyzer/analyzer.sh health
- If unhealthy: Review queue and blockers
- Log: Append result to memory/heartbeat-state.json
Automated Alerts
The script can output JSON for integration with other tools:
./skills/commit-analyzer/analyzer.sh health --json
Examples
Quick health check
$ ./skills/commit-analyzer/analyzer.sh health
📊 Git Health Report (last 24h)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Total commits: 42
Commits/hour: 1.75
Status: ⚠️ WARNING (below 3/hr threshold)
Largest gap: 4h 23m (sleeping?)
Learning commits: 18 (43%) ✅
Recommendation: Check for blockers or waiting mode
Category breakdown
$ ./skills/commit-analyzer/analyzer.sh categories 3
📊 Commit Categories (last 3 days)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Queue: 23 (35%)
Learning: 18 (27%)
Docs: 12 (18%)
Skills: 8 (12%)
Fix: 3 (5%)
Other: 2 (3%)
Total: 66 commits
Source
Built from patterns discovered during autonomous week (Jan 28-31, 2026). See: learning-log.md entry "2026-01-31 05:15 AM - Git Pattern Analysis"
如何使用「Commit Analyzer」？
- 打开小龙虾AI（Web 或 iOS App）
- 点击上方「立即使用」按钮，或在对话框中输入任务描述
- 小龙虾AI 会自动匹配并调用「Commit Analyzer」技能完成任务
- 结果即时呈现，支持继续对话优化