huggingface-gradio SKILL.md skillA
huggingface-gradio from metaspartan/cybara is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add metaspartan/cybara/huggingface-gradio@git:20260730.e75ee1aPins git:20260730.e75ee1a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- metaspartan/cybara
- Path
plugins/huggingface-workflows/skills/huggingface-gradio/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.e75ee1a, committed Jul 30, 2026
- Size
- 1,152 bytes
- Repository stars
- 32
- License
- MIT
Build, test, and publish accessible Gradio interfaces for models and data workflows using reproducible Python environments.
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 Gradio Use Gradio for focused model demos, dataset tools, and internal evaluation interfaces. ## Workflow 1. Define the smallest input and output schema that demonstrates the workflow. 2. Put model loading outside the request handler and bound concurrency, queue size, timeouts, and upload sizes. 3. Validate file types and user input before inference. 4. Build the app in a UV-managed environment and run it locally first. 5. Exercise keyboard navigation, labels, loading, empty, error, cancellation, and mobile-width states. 6. Measure cold start and warmed request latency. 7. Add authentication before exposing private models, datasets, or outputs. Do not enable a public share link or deploy a Space unless the user explicitly requests that external action. Before deployment, review secrets, repository visibility, hardware, sleep behavior, and expected cost.
Read the whole file at its exact version.
How to install
mdr add metaspartan/cybara/huggingface-gradio@sha256:1a3a522247cdd156The line at the top of this page pins the label git:20260730.e75ee1a, 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_r3l33ain6oyoeptm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 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 (1152 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
metaspartan/cybara · 32 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_r3l33ain6oyoeptm GET https://markdownregistry.com/api/v1/resolve?ref=metaspartan/cybara/huggingface-gradio GET https://markdownregistry.com/api/v1/blob/1a3a522247cdd156250bd7d985fdb9cc2cc0c00dd28e2c6072b757841eab9911
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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