observability SKILL.md skillA
observability from umararshad4/honey-stack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add umararshad4/honey-stack/observability@git:20261017.c52b424Pins git:20261017.c52b424 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- umararshad4/honey-stack
- Path
skills/observability/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261017.c52b424, committed Oct 17, 2026
- First version recorded
- Oct 17, 2026
- Size
- 4,180 bytes
- Repository stars
- 4
- License
- MIT
Instrument a service for production: structured logs, metrics (RED/USE), distributed tracing, error tracking, SLOs and alerting. OpenTelemetry-first.
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 Make a running system legible: what happened (logs), is it healthy (metrics), where did time go (traces). Default to **OpenTelemetry** — instrument once, export anywhere. ## The three pillars (reach for the right one) - **Logs** — one event: "what exactly happened in this request?" Detail-rich, expensive at volume. - **Metrics** — aggregates and trends: "is the system healthy?" Cheap, numeric; not for high-cardinality per-entity questions. - **Traces** — causality across services: "where did time go for this request?" Prefer **one wide, structured event per unit of work** (a span carrying user/route/version/timing/outcome) over scattered thin log lines — it's queryable after the fact. ## Structured logging JSON, one object per line, with `timestamp`, `level`, `service`, `trace_id`/`span_id` and a propagated request/correlation ID. **Never log** secrets, tokens, passwords, auth headers, or PII beyond what's lawful — redact at the logger. Sample INFO/DEBUG at volume; keep all errors. Libraries: pino (Node), zap/zerolog/slog (Go), structlog (Python). `references/logging.md`. ## Metrics …
Read the whole file at its exact version.
How to install
mdr add umararshad4/honey-stack/observability@sha256:e6296ef5b7ba72c2The line at the top of this page pins the label git:20261017.c52b424, 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_enwayny5w3cq7yf4)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 17, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261017.c52b424 latest | 2026-10-17 | c52b424 | 4,180 B | A | view · diff |
| git:20261017.e40035b | 2026-10-17 | e40035b | 4,155 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 (4180 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
umararshad4/honey-stack · 4 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_enwayny5w3cq7yf4 GET https://markdownregistry.com/api/v1/resolve?ref=umararshad4/honey-stack/observability GET https://markdownregistry.com/api/v1/blob/e6296ef5b7ba72c268229315ba512717d53cf32813a9505479afeff1ca2b025d
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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