hf-model-card-research SKILL.md skillA
hf-model-card-research from atlasomnia/hermes-custom-pack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add atlasomnia/hermes-custom-pack/hf-model-card-research@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- atlasomnia/hermes-custom-pack
- Path
skills/hf-model-card-research/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Aug 13, 2026
- First version recorded
- Aug 6, 2026
- Size
- 10,267 bytes
- Repository stars
- 71
- License
- MIT
hf-model-card-research — Pull structured benchmark metadata, download stats, and quality claims from HuggingFace model cards for comparison across model variants.
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
# HF Model Card Research Extract structured metadata — downloads, likes, benchmark claims, file sizes, author statements — from HuggingFace model cards. Used when the user asks you to "check these models on HF", "pull benchmarks for these variants", or "compare what authors claim." ## When to Use - User provides a list of authors and model families (e.g. "pull metadata for these Qwen3.6 variants") - You need to compare benchmark claims across multiple fine-tunes of the same base model - You need up-to-date download counts, likes, or file sizes for model variants - Verifying what a model card claims vs what other sources say - Surveying the ecosystem around a new base model release ## Workflow ### 1. Discover model repo names Search HF for each author's models using `site:huggingface.co` queries: ``` site:huggingface.co <author> <model-family> <variant-keyword> ``` Try variant-specific keywords: the author's handle, the model name, key terms like "uncensored", "abliterated", "Opus", "NVFP4", "MTP", etc. For community quantizers (mradermacher, unsloth, byteshape), search with: `site:huggingface.co <author> Qwen3.6-27B`. …
Read the whole file at its exact version.
How to install
mdr add atlasomnia/hermes-custom-pack/hf-model-card-research@sha256:e401d4224929c9baThe line at the top of this page pins the label v1.0.0, 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_7d2c5737sl74ru5w)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 6, 2026 and Aug 13, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-13 | 07df645 | 10,267 B | A | view · diff |
| v1.0.0 | 2026-08-06 | 7ef637f | 10,414 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 (10267 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
atlasomnia/hermes-custom-pack · 71 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7d2c5737sl74ru5w GET https://markdownregistry.com/api/v1/resolve?ref=atlasomnia/hermes-custom-pack/hf-model-card-research GET https://markdownregistry.com/api/v1/blob/e401d4224929c9ba263cee22823ffa5885d9e6f703fef4e74737d015c4a6da79
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.