observability-reliability SKILL.md skillA
observability-reliability from baphuongna/pi-crew is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add baphuongna/pi-crew/observability-reliability@git:20260911.c97bc57Pins git:20260911.c97bc57 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- baphuongna/pi-crew
- Path
skills/observability-reliability/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260911.c97bc57, committed Sep 11, 2026
- First version recorded
- May 5, 2026
- Size
- 2,752 bytes
- Repository stars
- 57
- License
- MIT
Metrics, diagnostics, correlation, retry, deadletter, and recovery evidence workflow. When NOT to use: one-off event capture (use event-log-tracing); pure recovery logic (use async-worker-recovery).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# observability-reliability Use this skill for reliability and observability work. ## Source patterns distilled - `src/observability/*` — metric registry, retention, sinks, exporters, event-to-metric mapping - `src/runtime/retry-executor.ts`, `deadletter.ts`, `diagnostic-export.ts`, `recovery-recipes.ts`, `overflow-recovery.ts`, `heartbeat-gradient.ts` - `docs/research-phase9-observability-reliability-plan.md` ## Rules - Metrics should be per-session/per-registry where possible; avoid hidden global singletons. - Use low-cardinality labels. Avoid raw task titles, prompts, full file paths, or secrets in metric labels. - Redact secrets before writing logs, events, diagnostics, agent output, or exported bundles. - Correlate events with runId/taskId and timestamps; include enough context for postmortem without exposing secrets. - Retry should record attempts and deadletter on exhaustion; default auto-retry should remain conservative. - Diagnostics should be safe to share: include state summary, recent events, metrics snapshot when available, and paths to artifacts. - Heartbeat classification should be threshold-based and should ignore terminal tasks/runs. …
Read the whole file at its exact version.
How to install
mdr add baphuongna/pi-crew/observability-reliability@sha256:f5e9f9f0c2befdaeThe line at the top of this page pins the label git:20260911.c97bc57, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6iq4cqslytafmlir)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 5, 2026 and Sep 11, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260911.c97bc57 latest | 2026-09-11 | c97bc57 | 2,752 B | A | view · diff |
| git:20260603.fa30bc0 | 2026-06-03 | fa30bc0 | 2,634 B | A | view · diff |
| git:20260529.53de3c2 | 2026-05-29 | 53de3c2 | 2,618 B | A | view · diff |
| git:20260528.67ddbec | 2026-05-28 | 67ddbec | 2,658 B | A | view · diff |
| git:20260505.33e7203 | 2026-05-05 | 33e7203 | 2,047 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2752 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
baphuongna/pi-crew · 57 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6iq4cqslytafmlir GET https://markdownregistry.com/api/v1/resolve?ref=baphuongna/pi-crew/observability-reliability GET https://markdownregistry.com/api/v1/blob/f5e9f9f0c2befdae74eccb6fa0ed2592755c5ea9bb91f194e414342eb1161609
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.