القائمة
Knowledge flywheel health monitoring. Checks velocity, pool depths, staleness. Triggers: "flywheel status", "knowledge health", "is knowledge compounding".
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
This skill should be used when the user asks to "track issues", "create beads issue", "show blockers", "what's ready to work on", "beads routing", "prefix routing", "cross-rig beads", "BEADS_DIR", "two-level beads", "town vs rig beads", "slingable beads", or needs guidance on git-based issue tracking with the bd CLI.
Investigate suspected bugs with git archaeology and root cause analysis. Triggers: "bug", "broken", "doesn't work", "failing", "investigate bug".
Analyze code complexity and find refactor targets using radon/gocyclo. Triggers: "complexity", "analyze complexity", "find complex code", "refactor targets", "cyclomatic complexity", "code metrics".
Fully autonomous epic execution. Runs until ALL children are CLOSED. Level 1 uses /swarm (Task tool). Level 2 uses /spawn + Agent Mail for cross-session orchestration with Chiron help routing. NO human prompts, NO stopping.
This skill should be used when the user asks to "generate documentation", "validate docs", "check doc coverage", "find missing docs", "create code-map", "sync documentation", "update docs", or needs guidance on documentation generation and validation for any repository type. Triggers: doc, documentation, code-map, doc coverage, validate docs.
Extract decisions and learnings from Claude session transcripts. Triggers: "extract learnings", "process pending", SessionStart hook.
| name | flywheel |
| description | Knowledge flywheel health monitoring. Checks velocity, pool depths, staleness. Triggers: "flywheel status", "knowledge health", "is knowledge compounding". |
Monitor the knowledge flywheel health.
Sessions → Transcripts → Forge → Pool → Promote → Knowledge
↑ │
└───────────────────────────────────────────────┘
Future sessions find it
Velocity = Rate of knowledge flowing through Friction = Bottlenecks slowing the flywheel
Given /flywheel:
# Count learnings
LEARNINGS=$(ls .agents/learnings/ 2>/dev/null | wc -l)
# Count patterns
PATTERNS=$(ls .agents/patterns/ 2>/dev/null | wc -l)
# Count research
RESEARCH=$(ls .agents/research/ 2>/dev/null | wc -l)
# Count retros
RETROS=$(ls .agents/retros/ 2>/dev/null | wc -l)
echo "Learnings: $LEARNINGS"
echo "Patterns: $PATTERNS"
echo "Research: $RESEARCH"
echo "Retros: $RETROS"
# Recent learnings (last 7 days)
find .agents/learnings/ -mtime -7 2>/dev/null | wc -l
# Recent research
find .agents/research/ -mtime -7 2>/dev/null | wc -l
# Old artifacts (> 30 days without modification)
find .agents/ -name "*.md" -mtime +30 2>/dev/null | wc -l
ao forge status 2>/dev/null || echo "ao CLI not available"
Write to: .agents/flywheel-status.md
# Knowledge Flywheel Health
**Date:** YYYY-MM-DD
## Pool Depths
| Pool | Count | Recent (7d) |
|------|-------|-------------|
| Learnings | <count> | <count> |
| Patterns | <count> | <count> |
| Research | <count> | <count> |
| Retros | <count> | <count> |
## Velocity (Last 7 Days)
- Sessions with extractions: <count>
- New learnings: <count>
- New patterns: <count>
## Health Status
<Healthy/Warning/Critical>
## Friction Points
- <issue 1>
- <issue 2>
## Recommendations
1. <recommendation>
2. <recommendation>
Tell the user:
| Metric | Healthy | Warning | Critical |
|---|---|---|---|
| Learnings/week | 3+ | 1-2 | 0 |
| Stale artifacts | <20% | 20-50% | >50% |
| Research/plan ratio | >0.5 | 0.2-0.5 | <0.2 |