AF huggingface-hub
Access Hugging Face Hub models, datasets, and spaces via the huggingface_hub Python library. Use when you need to list, search, download, or upload HF assets.
As a process F 38/100 · Will not run — References files that are not bundled: /?t=settings&s=advanced
ReferenceSoftware developmentData and analyticsInfrastructuretype and topics are labelled automatically from the skill text
How to improve
- The text references files that are not there: add them or drop the references.
For the model run — optional
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: /?t=settings&s=advanced
Process rating: all ten parameters 38/100
Will not run. References files that are not bundled: /?t=settings&s=advanced
- 0Tools and files. 1 referenced file(s) missing: /?t=settings&s=advanced
- 0Result and completion. Does not say what the result is
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 40Consistency. Frontmatter name (huggingface-hub) differs from the folder (hf-hub)
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Steps. 6 steps
- 100Execution cost. Instruction body is 512 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -4Absolute local paths (C:\Users, /home/…): not portable
- +1No license
- +2Single-language instructions
- +3Description length 158: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 6 items
- +4Has examples (3 code blocks)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.
External checks
ClawHub: clean
This Hugging Face helper does what it advertises, but users should be careful with tokens and uploads.
LLM: benign (high) · VirusTotal: · 29 May 2026