ops-huggingface
Dry-run-first Hugging Face Hub operations: search models/datasets, inspect repos, list files, create repos, upload, snapshot, and validate/template model & dataset cards. Mutations require --execute; every receipt records an auth check without exposing token values.
Source facts
- Repository
- grahama1970/agent-skills
- Last source activity
- August 12, 2026 at 17:03
- Detected SKILL.md language
- English
- Stars
- 5
- Forks
- 2
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Source instructions · Read-only preview- name
- ops-huggingface
- description
- Dry-run-first Hugging Face Hub operations: search models/datasets, inspect repos, list files, create repos, upload, snapshot, and validate/template model & dataset cards. Mutations require --execute; every receipt records an auth check without exposing token values.
- provides
- ["ops-huggingface"]
- disciplines
- ["data-engineering","observability-operations"]
# /ops-huggingface
Operate the Hugging Face Hub with dry-run safety defaults.
> RECONSTRUCTED 2026-08-12 from the surviving `.pyc` bytecode after the source
> was lost (never tracked in git, no disk copy survived). The reconstruction is
> faithful to the 3.12 disassembly and is now TRACKED so the skill cannot be
> lost again. See `scripts/hf_ops.py` header for provenance.
## Commands
```bash
run.sh whoami # auth check, no token exposure
run.sh search-models "text classification" --limit 20
run.sh search-datasets "cybersecurity CWE" --limit 20
run.sh repo-info OWASP/example --type dataset
run.sh list-files bert-base-uncased --type model
run.sh validate-card ./README.md --type model
run.sh template-card --type dataset --repo me/mydata --output ./README.md
# Mutations are DRY-RUN by default; add --execute to actually touch the Hub:
run.sh create-repo me/newrepo --type dataset # dry-run receipt
run.sh create-repo me/newrepo --type dataset --execute # actually creates
run.sh upload ./file.json --repo me/data --execute
run.sh snapshot me/data --local-dir ./out --execute
```
## Safety contract
- `create-repo`, `upload`, `snapshot` do nothing to the Hub without `--execute`;
without it they emit a receipt with `dry_run: true, executed: false`.
- Every command records `auth_checked` and `auth_source` (`env` /
`huggingface_hub_cache` / `none`) WITHOUT printing token values.
- `search-*` and `repo-info` are read-only.
## Auth
Reads `HF_TOKEN` / `HUGGINGFACE_HUB_TOKEN` from the environment or the
repository `.env` (loaded at startup), or a cached `huggingface-cli login`
token. No token is ever echoed.
## Requirements
`huggingface_hub` in the active environment. If absent, every command fails
closed with a clear `Missing dependency: huggingface_hub` message.
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