make-evals SKILL.md skillA
make-evals from swyxio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swyxio/skills/make-evals@git:20261103.808b68cPins git:20261103.808b68c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swyxio/skills
- Path
make-evals/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261103.808b68c, committed Nov 3, 2026
- Size
- 8,423 bytes
- Repository stars
- 194
- License
- MIT
Create or maintain independent evaluations of model and AI agent failures in a new or existing repository. Use when asked to measure model behavior on incident-derived tasks with reproducible variants, deterministic checks, or rubric-based grading.
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
# Make evals Evaluate a model or model-driven agent on tasks that expose observed failure modes. The subject is the model's response, decisions, or tool actions. Software tests can validate the harness, but do not count as model evals or evidence of model performance. ## Choose a mode and target - **Setup:** create a suite in the requested repository, or a new neighboring repository if requested. Inspect existing conventions and reuse a suitable harness before adding one. If the target is unclear, infer it from the request; ask only when the choice would materially change the work. - **Maintain/add:** inspect the existing cases, groups, harness, rubrics, baselines, and scoring before adding evaluations. Preserve unrelated work and organize new cases under the relevant failure modes. …
Read the whole file at its exact version.
How to install
mdr add swyxio/skills/make-evals@sha256:5231624bdd28af83The line at the top of this page pins the label git:20261103.808b68c, 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_sbeiclqrxipf4pky)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 3, 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 (8423 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
swyxio/skills · 194 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sbeiclqrxipf4pky GET https://markdownregistry.com/api/v1/resolve?ref=swyxio/skills/make-evals GET https://markdownregistry.com/api/v1/blob/5231624bdd28af8379ae7930d4c8ee2a4d6d17aaf110aa3e004a944a615bce4b
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.