huggingface-community-evals SKILL.md skillA
huggingface-community-evals from metaspartan/cybara is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add metaspartan/cybara/huggingface-community-evals@git:20260730.e75ee1aPins git:20260730.e75ee1a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- metaspartan/cybara
- Path
plugins/huggingface-workflows/skills/huggingface-community-evals/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.e75ee1a, committed Jul 30, 2026
- Size
- 1,579 bytes
- Repository stars
- 32
- License
- MIT
Run reproducible local or remote model evaluations with inspect-ai or LightEval, bounded smoke tests, captured configurations, and comparable results.
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
# Hugging Face Community Evaluations Use Inspect or LightEval for models hosted on the Hub. Keep evaluation execution separate from publishing results. ## Workflow 1. Record the model ID, immutable revision, inference backend, tokenizer, chat template, dtype, quantization, generation parameters, task revision, and seed. 2. Check gated-model authentication without printing credentials. 3. Choose a backend supported by the model and hardware. Prefer vLLM for supported throughput workloads and Transformers or Accelerate as compatibility fallbacks. 4. Start with a bounded smoke run such as 10 examples. 5. Inspect failures and sample outputs before scaling. 6. Save raw results, aggregate metrics, environment metadata, and the exact command. 7. Compare only runs with compatible task versions, prompts, few-shot settings, and inference parameters. Use `uv run` for Python evaluation environments. Run remote evaluation through the `huggingface-jobs` workflow only after confirming paid hardware and timeout. …
Read the whole file at its exact version.
How to install
mdr add metaspartan/cybara/huggingface-community-evals@sha256:212f9ea1674ae124The line at the top of this page pins the label git:20260730.e75ee1a, 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_4igdpkuhl6c3oxwo)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 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 (1579 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
metaspartan/cybara · 32 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4igdpkuhl6c3oxwo GET https://markdownregistry.com/api/v1/resolve?ref=metaspartan/cybara/huggingface-community-evals GET https://markdownregistry.com/api/v1/blob/212f9ea1674ae124a242eef2ad4a448acf41a88a116b89d9ff55d3853fd1cfb2
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.