huggingface SKILL.md skillA

huggingface from ericrisco/rsc-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ericrisco/rsc-harness/huggingface@git:20260730.f860b15

Pins git:20260730.f860b15 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ericrisco/rsc-harness
Path
skills/huggingface/SKILL.md
Versions recorded
4
Latest version
git:20260730.f860b15, committed Jul 30, 2026
First version recorded
Jun 2, 2026
Size
10,288 bytes
Repository stars
236
License
MIT

Use when running open models or working on the Hugging Face platform — the Inference Providers router or InferenceClient, Hub repos via the hf CLI, a dedicated Inference Endpoint with scale-to-zero, a Gradio Space with ZeroGPU, picking an open model by task/license/size, or loading one locally with transformers. NOT serving locally on your own machine (that is `ollama`), NOT renting your own GPU box (that is `runpod`), NOT hosted creative image APIs (that is `replicate-images`), NOT…

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: Hub, routed/hosted inference, and transformers

Hugging Face is three surfaces, and you should always know which one you are on:

1. **The Hub** — versioned git repos for models, datasets, and Spaces. You search it, you
   `hf download` / `hf upload`, you read and write model cards.
2. **Inference** — three ways to actually run a model: the **Inference Providers** router
   (serverless, you own nothing), a **dedicated Inference Endpoint** (you own a deployment
   that autoscales), or **local `transformers`** (you own the machine).
3. **The catalog** — 1M+ open models you choose from by task, license, and size.

The whole skill is choosing the right surface for the job and proving it works: a 200 router
response, a live endpoint URL, a pushed repo commit. If the model is open and the workflow
lives on huggingface.co, you are in the right place. Operating the GPU box yourself is
[`../ollama/SKILL.md`](../ollama/SKILL.md) (your machine) or [`../runpod/SKILL.md`](../runpod/SKILL.md)
(a rented box); training weights is [`../finetuning/SKILL.md`](../finetuning/SKILL.md).

## Decision: how should I run this model?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ericrisco/rsc-harness/huggingface@sha256:ffd0fa8d6cfc912a

The line at the top of this page pins the label git:20260730.f860b15, 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_lh773hbloqw7ltkf.svg)](https://markdownregistry.com/a/art_lh773hbloqw7ltkf)

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

Versions

The registry has recorded 4 versions of this file, between Jun 2, 2026 and Jul 30, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20260730.f860b15 latest2026-07-30 f860b15 10,288 BA view · diff
git:20260729.89541152026-07-29 8954115 10,163 BA view · diff
git:20260718.24089192026-07-18 2408919 10,639 BA view · diff
git:20260602.5fff11f2026-06-02 5fff11f 10,582 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 (10288 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

ericrisco/rsc-harness · 236 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lh773hbloqw7ltkf
GET https://markdownregistry.com/api/v1/resolve?ref=ericrisco/rsc-harness/huggingface
GET https://markdownregistry.com/api/v1/blob/ffd0fa8d6cfc912a855ce9696dda9070e198e239c8925b3b4288aec353eebb04

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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