feedback-observing
Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.
npx skills add majiayu000/claude-skill-registry --skill feedback-observing-0xhoneyjar-construct-beehive --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Feedback Observing Read agent interaction logs across all packs, detect operational patterns (error rates, duration outliers, zero-invocation skills), and emit state-transition FeedbackEvents when patterns change. This skill closes the agent feedback loop — agents report back what worked and what failed. --- ## Core Principle **State-transition only emission.** Only emit FeedbackEvents when a skill's operational state *changes* (healthy → concerning, concerning → healthy). This prevents recursive signal inflation from repeated analysis of the same stable state. --- ## Triggers ``` /feedback-observe # Analyze all packs' agent logs /feedback-observe --pack observer # Specific pack only /feedback-observe --since 7d # Time range (default: 30d) ``` --- ## When to Use - Periodically to check agent health across packs - After deploying new skills or modifying existing ones - When suspecting a skill is silently failing - As part of a daily/weekly maintenance routine --- ## Workflow ### Phase 1: Collect Logs ``` Glob: grimoires/*/agent-logs/*.jsonl For each JSONL file: Parse each line (skip malformed lines, log warning) Filter by --pack if specified Filter by --since if specified (compare
- Core Principle
- Triggers
- When to Use
- Workflow
- Phase 1: Collect Logs
- Phase 2: Detect Patterns
- Phase 3: Compare with Previous Report
- Phase 4: Emit State-Transition FeedbackEvents
- Phase 5: Generate Report
- Error Handling
- Integration Points
- Validation
source .claude/scripts/lib/event-bus.sh emit_event "observer.state_transition" \
What does the feedback-observing skill do?
Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill feedback-observing-0xhoneyjar-construct-beehive --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.