magnus919/agent-skills · agent-evals-and-observability/SKILL.md

agent-evals-and-observability skillA

agent-evals-and-observability is agent-read markdown (skill) from magnus919/agent-skills: Design, run, review, or release framework- and vendor-neutral evaluations and observability for AI agents. Use when defining agent evals, datasets, graders, trajectory review, regression analysis, release gates, production traces, or privacy-aware telemetry. Covers task and trajectory contracts, statistical comparisons, and incident-to-case learning; route framework implementation to pydanticai or langgraph when needed. Do not use this skill for unrelated requests; route to the nearest named spe.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add magnus919/agent-skills/agent-evals-and-observability@git:20260902.035e58d
Exact content
mdr add magnus919/agent-skills/agent-evals-and-observability@sha256:8d400a09e2e59d5a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7lm334x6q2ia3mie.svg)](https://markdownregistry.com/a/art_7lm334x6q2ia3mie)

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Versions

versioncommittedcommitsizeaudit
git:20260902.035e58d latest2026-09-02 035e58d 6,121 BA view · diff
git:20260809.4a5f18e2026-08-09 4a5f18e 6,034 BA view · diff
git:20260802.c5fd9c92026-08-02 c5fd9c9 5,659 BA view · diff
git:20260713.d85ed672026-07-13 d85ed67 5,484 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6121 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

GitHub

magnus919/agent-skills · 71 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7lm334x6q2ia3mie
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/agent-evals-and-observability
GET https://markdownregistry.com/api/v1/blob/8d400a09e2e59d5abd473286d9530fe0438970f4df0ff3f9968f39a334219b60