managing-huggingface-assets SKILL.md skillA
managing-huggingface-assets from richfrem/agent-plugins-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add richfrem/agent-plugins-skills/managing-huggingface-assets@git:20261024.3106a82Pins git:20261024.3106a82 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- richfrem/agent-plugins-skills
- Path
plugins/dev-utils/.apm/skills/managing-huggingface-assets/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261024.3106a82, committed Oct 24, 2026
- Size
- 2,715 bytes
- Repository stars
- 7
- License
- MIT
Sets up, downloads from and uploads to HuggingFace repositories with credential hygiene and exponential backoff. Use to validate HuggingFace credentials and dataset structure, download files, snapshots or model weights, or upload files, folders, learning snapshots and JSONL traces. Not for searching the Hub or other storage providers.
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
# Managing HuggingFace Assets (`managing-huggingface-assets`) Three modes share one credential library (`scripts/hf_config.py`). ## Contents - [Constraints](#constraints) • [Quick Start](#quick-start) • [Modes](#modes) • [Workflow](#workflow) • [Verification](#verification) • [References](#references) ## Constraints - **Secret hygiene**: `HUGGING_FACE_TOKEN` comes only from the shell environment; never write it to `.env`, Git, arguments or logs. - **Backoff**: retry HTTP 429/503 with exponential backoff, up to 5 attempts, then report the failure. - **Init first**: uploads and downloads require a passing `init` validation; halt if credentials are invalid. - **Remote layout**: datasets use `lineage/`, `data/` and `metadata/`. ## Dependencies Requires Python 3.8+ (standard library only). ## Quick Start ```bash python3 scripts/hf_init.py --validate-only python3 scripts/hf_download.py --filename data/soul_traces.jsonl --local-dir ./local_data python3 scripts/hf_upload.py --file lineage/sealed_trace.md --remote-path lineage/sealed_trace.md ``` ## Modes | Mode | Script | Use for | Reference | |---|---|---|---| …
Read the whole file at its exact version.
How to install
mdr add richfrem/agent-plugins-skills/managing-huggingface-assets@sha256:6d1042fae7bcd9b2The line at the top of this page pins the label git:20261024.3106a82, 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_ui2r4yl2ypfi4nwe)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 24, 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 (2715 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
richfrem/agent-plugins-skills · 7 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ui2r4yl2ypfi4nwe GET https://markdownregistry.com/api/v1/resolve?ref=richfrem/agent-plugins-skills/managing-huggingface-assets GET https://markdownregistry.com/api/v1/blob/6d1042fae7bcd9b28ac7b8be69a4654d8643cc957611ffc86502795466a5c42a
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.