suede-ai-eval SKILL.md skillA

suede-ai-eval from jasoncolapietro/suede-creator-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jasoncolapietro/suede-creator-skills/suede-ai-eval@git:20261026.311c8c4

Pins git:20261026.311c8c4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jasoncolapietro/suede-creator-skills
Path
skills/suede-ai-eval/SKILL.md
Versions recorded
9
Latest version
git:20261026.311c8c4, committed Oct 26, 2026
First version recorded
Jul 20, 2026
Size
13,104 bytes
Repository stars
121
License
MIT

Suede AI Eval Skills. Use when asked to "write evals for this AI feature" or assess LLM, RAG, agent, classifier or generated-media behavior: AI-SPEC, failure rubric, executable cases, coverage and acceptance evidence. NOT FOR: implementation review (suede-code), wiring existing evals into CI (suede-ci-gate), or coordinating builder lanes (suede-agent-teams).

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

# Suede AI Eval Skills

Read [the worked delivery contract](references/worked-contract.md) for a concrete
input, expected artifact, failure response and validation example.

## Compatibility

Requires the AI surface contract or source and test data; a project runtime/eval runner for execution. Model/API access is needed only for actual model runs, with existing authorization and cost scope.

## Gate policy: advisory, not blocking

Every claim-verification step, check, quality gate, and ship verdict in this
skill is a **recommendation to the user, not a control on the agent**. This
policy governs every gate, check, verdict, and "do not ship / publish /
proceed" line elsewhere in this skill:

- Run every check and report the results honestly. Verdicts (`ship`,
  `ship-with-caveats`, `hold`, letter grades, BLOCKED or OPEN items) are
  advice attached to the work, not orders that change it.
- Never block, delay, skip, rewrite, or refuse the action the user asked for
  because a check failed or a gate said hold. Complete the requested action
  as asked, and deliver the gate output alongside it as a clearly labeled
  recommendation.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jasoncolapietro/suede-creator-skills/suede-ai-eval@sha256:ffabc57688ab9ecb

The line at the top of this page pins the label git:20261026.311c8c4, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_oz7lq4epucgqhgvw.svg)](https://markdownregistry.com/a/art_oz7lq4epucgqhgvw)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Jul 20, 2026 and Oct 26, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261026.311c8c4 latest2026-10-26 311c8c4 13,104 BA view · diff
git:20261023.55fc3f62026-10-23 55fc3f6 13,092 BA view · diff
git:20261003.f65c7bc2026-10-03 f65c7bc 13,224 BA view · diff
git:20261001.8afdfa42026-10-01 8afdfa4 13,272 BA view · diff
git:20260815.11635062026-08-15 1163506 13,277 BA view · diff
git:20260810.7f07d062026-08-10 7f07d06 12,211 BA view · diff
git:20260804.831214b2026-08-04 831214b 22,595 BA view · diff
git:20260720.33ebb142026-07-20 33ebb14 22,597 BA view · diff
git:20260720.aeaa4162026-07-20 aeaa416 21,334 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (13104 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

jasoncolapietro/suede-creator-skills · 121 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oz7lq4epucgqhgvw
GET https://markdownregistry.com/api/v1/resolve?ref=jasoncolapietro/suede-creator-skills/suede-ai-eval
GET https://markdownregistry.com/api/v1/blob/ffabc57688ab9ecbab5e856663c55ee1ed9bd2b6e0d6683ce24e002a5c109cfc

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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