lh-observability SKILL.md skillA
lh-observability from jrodrigopuca/local-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jrodrigopuca/local-agents/lh-observability@v1.1Pins v1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jrodrigopuca/local-agents
- Path
devops/skills/lh-observability/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Oct 14, 2026
- Size
- 4,017 bytes
- Repository stars
- 2
- License
- Apache-2.0
Knowing what production is doing: logs, metrics, traces, meaningful alerts, and SLOs. Trigger: load when adding monitoring, designing alerts, debugging a production issue blind, or defining what "healthy" means for a service.
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
## Critical Patterns ### 1. Instrument with the feature, not after the outage Observability is part of "done", same as tests and error states. A feature shipped without the ability to answer "is it working in prod?" is a feature you launched blind. The question to ask at build time: when this breaks at 3am, what would I want to already be recorded? Add THAT now — after the outage, the evidence you needed is gone. ### 2. The three signals, each answering a different question - **Metrics** — "is something wrong, and how much?" Cheap, aggregate, always-on. The numbers you alert on and graph over time. - **Logs** — "what exactly happened in this case?" Detailed, per-event. Structured (queryable fields, not string soup), with correlation IDs so one request is traceable across services. - **Traces** — "where in the chain did the time/error go?" The request's path across services, the latency of each hop. You need all three for different questions; reaching for logs to answer a metrics question (grepping for "how often") is how you spend an outage doing data entry. ### 3. Measure what users feel: the golden signals …
Read the whole file at its exact version.
How to install
mdr add jrodrigopuca/local-agents/lh-observability@sha256:787f70d5eb78606dThe line at the top of this page pins the label v1.1, 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_kgqrdx3fx64btk5i)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 14, 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 (4017 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
jrodrigopuca/local-agents · 2 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kgqrdx3fx64btk5i GET https://markdownregistry.com/api/v1/resolve?ref=jrodrigopuca/local-agents/lh-observability GET https://markdownregistry.com/api/v1/blob/787f70d5eb78606df384cf1de00111059e746c8376c8ebad044d0ae8d959fbb8
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.