ai-infrastructure-huggingface-inference SKILL.md skillA
ai-infrastructure-huggingface-inference from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/ai-infrastructure-huggingface-inference@git:20261016.afd0e14Pins git:20261016.afd0e14 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/ai-infrastructure-huggingface-inference/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261016.afd0e14, committed Oct 16, 2026
- First version recorded
- Mar 23, 2026
- Size
- 18,105 bytes
- Repository stars
- 26
- License
- MIT
Hugging Face Inference SDK patterns for TypeScript/Node.js — InferenceClient setup, chat completion, text generation, streaming, embeddings, image generation, audio transcription, translation, summarization, and Inference Endpoints.
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 Inference Patterns > **Quick Guide:** Use `@huggingface/inference` (v4+) to access 200k+ ML models on the Hugging Face Hub. Use `InferenceClient` with `chatCompletion()` for OpenAI-compatible chat, `textGeneration()` for raw text completion, `chatCompletionStream()` for streaming, `featureExtraction()` for embeddings, `textToImage()` for image generation, and `automaticSpeechRecognition()` for audio transcription. Set `provider` to route through inference providers (Cerebras, Together, Groq, etc.) or use `endpointUrl` for dedicated Inference Endpoints. --- <critical_requirements> ## CRITICAL: Before Using This Skill **(You MUST always pass an access token to `InferenceClient` -- never deploy without authentication)** **(You MUST use `chatCompletion()` / `chatCompletionStream()` for conversational LLM tasks -- these follow the OpenAI-compatible message format)** **(You MUST handle errors using `InferenceClientError` and its subclasses -- never use bare catch blocks without error type checking)** **(You MUST specify a `model` parameter for every inference call -- there is no default model)** …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/ai-infrastructure-huggingface-inference@sha256:6d3f47d88ca34700The line at the top of this page pins the label git:20261016.afd0e14, 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_7in7wcpt4shnteq6)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 23, 2026 and Oct 16, 2026, about one every 104 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.afd0e14 latest | 2026-10-16 | afd0e14 | 18,105 B | A | view · diff |
| git:20260328.19e48cb | 2026-03-28 | 19e48cb | 18,381 B | A | view · diff |
| git:20260323.1cb6727 | 2026-03-23 | 1cb6727 | 18,841 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 (18105 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
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7in7wcpt4shnteq6 GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/ai-infrastructure-huggingface-inference GET https://markdownregistry.com/api/v1/blob/6d3f47d88ca34700013e030a67038ec3a63a4b11651da4d5c7ce183833aac90a
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.