skill-eval SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
skill-eval from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add boshu2/agentops/skill-eval@git:20261011.a7732fdPins git:20261011.a7732fd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- boshu2/agentops
- Path
plugin/skills/skill-eval/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261011.a7732fd, committed Oct 11, 2026
- First version recorded
- Oct 10, 2026
- Size
- 12,334 bytes
- Repository stars
- 450
- License
- Apache-2.0
Measure whether a skill helps by comparing runs with and without it. Use when: reading skill A/B results or deciding to keep, revise or remove one.
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 Eval Answer one named maintenance decision: **retain, revise, remove, or insufficient evidence**. Choose the measurement that can answer that decision, use the caller's accepted cases and resource envelope, make one scoped recommendation, and stop. A completed evaluation does not require a positive difference. This is an optional specialist. The selected runner owns execution and bounds; native results own measurements; BD and Git retain their authority. Do not add a core skill, AO evaluation command, scheduler, dashboard, second tracker, or mandatory review merely to run an experiment. ## Rules that decide the answer - **Count every attempt.** Keep failed, crashed, interrupted, blocked, abandoned, missing and infrastructure-invalid attempts in the all-attempt accounting. A rerun adds an attempt; it never overwrites the one that failed. - **Vary one thing.** Equalize instructions, tools, environment, model and effort across arms apart from the intended variable. If one arm's task prompt repeats the skill's direction, attribute the result to the combined instructions, not the skill alone. …
Read the whole file at its exact version.
How to install
mdr add boshu2/agentops/skill-eval@sha256:e7bafdfe09c00895The line at the top of this page pins the label git:20261011.a7732fd, 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_zbzrjkrknve4k2l3)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 10, 2026 and Oct 11, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.a7732fd latest | 2026-10-11 | a7732fd | 12,334 B | A | view · diff |
| git:20261010.407c70b | 2026-10-10 | 407c70b | 11,008 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 (12334 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
boshu2/agentops · 450 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zbzrjkrknve4k2l3 GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/skill-eval GET https://markdownregistry.com/api/v1/blob/e7bafdfe09c00895b2d41eb8a7efed18b77c44ba63041ca714b160814c4e2fd5
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.