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observability-reliability
Metrics, diagnostics, correlation, retry, deadletter, and recovery evidence workflow.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
메뉴
Metrics, diagnostics, correlation, retry, deadletter, and recovery evidence workflow.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Iterative multi-round codebase audit with diminishing-returns detection. Run 5-20+ rounds, each focusing on one specific area. Built from 19 rounds of dogfooding pi-crew on itself.
Pi TUI crew widget data sources, display priority, and rendering performance.
Multi-phase orchestration for planners and executors.
Spawn 3 adversarial subagents (Skeptic, Pragmatist, Critic) to evaluate a decision, architecture choice, or plan. Anti-anchoring: each role receives ONLY the question, not conversation history. Aggregates votes into consensus recommendation with dissent tracking. Use when facing critical decisions, architecture choices, security tradeoffs, or plan reviews where single-perspective analysis is insufficient.
Background worker, heartbeat, stale-run, crash-recovery, and deadletter workflow. Use when debugging stuck/dead workers or changing async run reliability.
Child Pi worker spawning, lifecycle callbacks, and failure modes.
| name | observability-reliability |
| description | Metrics, diagnostics, correlation, retry, deadletter, and recovery evidence workflow. |
| origin | pi-crew |
| triggers | ["add metrics","diagnose failure","retry logic","deadletter","recovery evidence"] |
Use this skill for reliability and observability work.
src/observability/* — metric registry, retention, sinks, exporters, event-to-metric mappingsrc/runtime/retry-executor.ts, deadletter.ts, diagnostic-export.ts, recovery-recipes.ts, overflow-recovery.ts, heartbeat-gradient.tsdocs/research-phase9-observability-reliability-plan.mdBefore emitting metrics or implementing retry, verify:
If ANY answer is NO → Stop. Fix observability issues before proceeding.
cd pi-crew
npx tsc --noEmit
node --experimental-strip-types --test test/unit/metric-registry.test.ts test/unit/event-to-metric.test.ts test/unit/diagnostic-export.test.ts test/unit/retry-executor.test.ts test/unit/deadletter.test.ts
npm test