observability-engineering SKILL.md skillA
observability-engineering from rogue-dev-studio/ai-agents-rogue is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rogue-dev-studio/ai-agents-rogue/observability-engineering@git:20260801.aa14763Pins git:20260801.aa14763 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rogue-dev-studio/ai-agents-rogue
- Path
skills/observability-engineering/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260801.aa14763, committed Aug 1, 2026
- Size
- 2,192 bytes
- Repository stars
- 2
- License
- a license file GitHub does not identify
Expert application observability: structured logging, correlation IDs, health checks, metrics/SLIs, error tracking, and safe diagnostics without leaking secrets or excess PII. Use when adding logging/monitoring for services, diagnosing production-like failures, defining health/readiness endpoints, or improving operational visibility in Phase 2+ quality work.
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 Engineering (Canonical) **Expertise: expert.** Aliases: `observability`, `logging`, `metrics`, `tracing`, `healthchecks`. This skill covers **application observability**. It does not replace `monitoring` (assistant/CLI usage metering). ## When to use - Structured log, request id, audit trail teknis - Health/readiness/liveness endpoints - Metrics dasar (latency, error rate) atau integrasi error tracker - Diagnosis kegagalan lokal/compose mendekati Phase 2 ## When not to use - Tracking usage Claude/CLI → `monitoring` - Hanya UI empty-state → `frontend-engineering` - Infra cluster penuh → `infra-tools` / `cloud-tools` ## Procedure 1. **Signals** — Tentukan log/metric/trace yang menjawab “apa rusak?”. 2. **Structure** — Log JSON/key-value konsisten; level benar (info/warn/error). 3. **Correlation** — Request/correlation id across API → job bila ada. 4. **Safety** — Redact token, password, PII berlebih (selaras `security`). 5. **Health** — Dependensi kritis (DB) dicek; bedakan liveness vs readiness bila ada. 6. **Noise** — Hindari log per-row di hot path; sample atau aggregate. …
Read the whole file at its exact version.
How to install
mdr add rogue-dev-studio/ai-agents-rogue/observability-engineering@sha256:a1df2bdf7edb5df6The line at the top of this page pins the label git:20260801.aa14763, 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_htcqvlyjemeys2d3)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 1, 2026.
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 (2192 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
rogue-dev-studio/ai-agents-rogue · 2 stars · license a license file GitHub does not identify · pushed 2026-10-17 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_htcqvlyjemeys2d3 GET https://markdownregistry.com/api/v1/resolve?ref=rogue-dev-studio/ai-agents-rogue/observability-engineering GET https://markdownregistry.com/api/v1/blob/a1df2bdf7edb5df651e5af15b547e9faa6760a6cbca02bd866b5a7fb7f8e8f22
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.
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