feedback-observing

name	feedback-observing
description	Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.
user-invocable	true
allowed-tools	Read, Write, Glob, Grep, Bash

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.

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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.

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Triggers

/feedback-observe                    # Analyze all packs' agent logs
/feedback-observe --pack observer    # Specific pack only
/feedback-observe --since 7d         # Time range (default: 30d)

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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

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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 ts field)

Collect all log entries into a unified dataset.