skill-evaluation SKILL.md skillA
skill-evaluation from naodeng/awesome-qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naodeng/awesome-qa-skills/skill-evaluation@git:20261016.61d7e3cPins git:20261016.61d7e3c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naodeng/awesome-qa-skills
- Path
evidence/skill-quality/2026-10-03-codex-pilot/reproduction/packages/skill-evaluation-en/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261016.61d7e3c, committed Oct 16, 2026
- Size
- 4,461 bytes
- Repository stars
- 270
- License
- a license file GitHub does not identify
Use this skill when designing, running, interpreting, or reporting Agent Skill evaluations, selecting cases or judges, and analyzing trigger, benchmark, or regression evidence; triggers include Skill evaluation and evaluation design.
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
# Skill Evaluation ## When to use - Design realistic eval cases, positive/negative triggers, or regression cases for a Skill. - Validate or run evaluations with `skill-up` and interpret results and limitations. - Select deterministic, script, or semantic judges, or distinguish a benchmark from a version regression. ## Output format options - Default to a concise Markdown evaluation report with tables for case results and evidence states. - Use JSON only when a downstream script needs machine-readable case results; keep the same evidence vocabulary and limitations. ## How to use 1. Read the Skill contract, existing `evals/`, historical failures, and the current change scope. 2. Identify critical behavior and evidence dimensions: Outcome, Process, Style/Quality, and Efficiency; select only meaningful dimensions. 3. Design HAPPY, INCOMPLETE, EXPLICIT_TRIGGER, IMPLICIT_TRIGGER, CONTEXTUAL_TRIGGER, NEGATIVE_TRIGGER, BOUNDARY, or REGRESSION cases. 4. Prefer deterministic `rule_based`; use `script` for executable artifacts; use a calibrated `agent_judge` only when semantic judgment is necessary. …
Read the whole file at its exact version.
How to install
mdr add naodeng/awesome-qa-skills/skill-evaluation@sha256:c2d9a15bc783606cThe line at the top of this page pins the label git:20261016.61d7e3c, 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_fb2zyt47754zucqu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 16, 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 (4461 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
naodeng/awesome-qa-skills · 270 stars · license a license file GitHub does not identify · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fb2zyt47754zucqu GET https://markdownregistry.com/api/v1/resolve?ref=naodeng/awesome-qa-skills/skill-evaluation GET https://markdownregistry.com/api/v1/blob/c2d9a15bc783606cc4fd6d722c148b4dcfe4196aa8004e099ab2024c1148f3f7
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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