skill-eval SKILL.md skillA
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:20261031.73cbeaePins git:20261031.73cbeae in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- boshu2/agentops
- Path
skills/skill-eval/SKILL.md- Versions recorded
- 13
- Latest version
- git:20261031.73cbeae, committed Oct 31, 2026
- First version recorded
- Aug 26, 2026
- Size
- 15,821 bytes
- Repository stars
- 453
- 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, and its native results own the measurements. ## 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. A run that shared its host with other work still counts for completion and tokens; keep its duration, labeled as measured on a shared host, rather than dropping it. Its timeout is not by itself a skill failure; when timeouts fall unevenly between arms, report them as a possible skill effect, not infrastructure. - **Vary one thing.** Equalize instructions, tools, environment, model and effort across arms apart from the intended variable. If one arm's task prompt …
Read the whole file at its exact version.
How to install
mdr add boshu2/agentops/skill-eval@sha256:2e3ffb71f12329f6The line at the top of this page pins the label git:20261031.73cbeae, 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_3dv4nsobi4zd5g6s)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 13 versions of this file, between Aug 26, 2026 and Oct 31, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.73cbeae latest | 2026-10-31 | 73cbeae | 15,821 B | A | view · diff |
| git:20261026.fe1a917 | 2026-10-26 | fe1a917 | 15,274 B | A | view · diff |
| git:20261026.1b5f59a | 2026-10-26 | 1b5f59a | 15,209 B | A | view · diff |
| git:20261025.a376884 | 2026-10-25 | a376884 | 14,687 B | A | view · diff |
| git:20261021.71bc1e4 | 2026-10-21 | 71bc1e4 | 15,286 B | A | view · diff |
| git:20261021.b54da62 | 2026-10-21 | b54da62 | 13,146 B | A | view · diff |
| git:20261011.a7732fd | 2026-10-11 | a7732fd | 12,334 B | A | view · diff |
| git:20261005.4fda294 | 2026-10-05 | 4fda294 | 11,008 B | A | view · diff |
| git:20260911.e6a1b0f | 2026-09-11 | e6a1b0f | 13,925 B | A | view · diff |
| git:20260911.c655850 | 2026-09-11 | c655850 | 13,452 B | A | view · diff |
| git:20260910.5e874b5 | 2026-09-10 | 5e874b5 | 13,558 B | A | view · diff |
| git:20260828.e69144d | 2026-08-28 | e69144d | 12,280 B | A | view · diff |
| git:20260826.8cdcb5a | 2026-08-26 | 8cdcb5a | 12,072 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 (15821 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 · 453 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3dv4nsobi4zd5g6s GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/skill-eval GET https://markdownregistry.com/api/v1/blob/2e3ffb71f12329f6e0546d790fcbfa78c76c2b10bc87fdd310051ca688764150
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.