toolforge-python SKILL.md skillB
toolforge-python from fuzheado/wikipedia-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fuzheado/wikipedia-ai-skills/toolforge-python@git:20261014.88d1331Pins git:20261014.88d1331 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fuzheado/wikipedia-ai-skills
- Path
.claude/skills/toolforge-python/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261014.88d1331, committed Oct 14, 2026
- First version recorded
- Jun 27, 2026
- Size
- 33,338 bytes
- Repository stars
- 27
- License
- MIT
Deploy Python web services on Wikimedia Toolforge — Flask (WSGI) and FastAPI (ASGI), gunicorn/uvicorn, Build Service and traditional Kubernetes backends, virtual environments, pip caching, PORT configuration, static files, logging, and common pitfalls.
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
> ⚠️ **Prerequisites:** This skill assumes you have a Toolforge account and can SSH in. See **[wikimedia-toolforge](../wikimedia-toolforge/SKILL.md)** for account setup, tool creation, and basic SSH configuration. > ⚠️ **Over SSH, chain with `sudo -niu tools.<tool> <cmd>`.** `ssh host "become <tool>; <cmd>"` > runs `<cmd>` as **you**, not the tool — `become` uses `exec`, so it replaces the shell > before the `;` is reached. Passing the command as an argument > (`become <tool> <cmd>`) is fine: the semicolon is the bug, not `become`. See > **[wikimedia-toolforge](../wikimedia-toolforge/SKILL.md)** §Guardrails & Common Pitfalls. > 💡 **Python is the dominant language on Toolforge.** Most existing tools use Python, and the platform has first-class support for Python runtimes. This skill covers the standard Flask + gunicorn stack and FastAPI + uvicorn, which power the vast majority of Toolforge Python web services. > 📖 **Official documentation is spread across 7 pages on Wikitech** with no clear > "start here" signal. The table below maps each official page to this skill's > SOPs so you know which to follow: > > | Wikitech Page | Path | Maps To | …
Read the whole file at its exact version.
How to install
mdr add fuzheado/wikipedia-ai-skills/toolforge-python@sha256:c7b0cb8e4edef3e9The line at the top of this page pins the label git:20261014.88d1331, 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_r6lzwtvmh7umr4az)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 27, 2026 and Oct 14, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.88d1331 latest | 2026-10-14 | 88d1331 | 33,338 B | B | view · diff |
| git:20261003.928fb9a | 2026-10-03 | 928fb9a | 32,910 B | B | view · diff |
| git:20260914.a10952c | 2026-09-14 | a10952c | 32,336 B | B | view · diff |
| git:20260815.eeabe67 | 2026-08-15 | eeabe67 | 32,199 B | B | view · diff |
| git:20260808.6898c6e | 2026-08-08 | 6898c6e | 30,045 B | B | view · diff |
| git:20260701.852b384 | 2026-07-01 | 852b384 | 29,944 B | B | view · diff |
| git:20260627.84c1774 | 2026-06-27 | 84c1774 | 29,481 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:8000)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (33338 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 script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
fuzheado/wikipedia-ai-skills · 27 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_r6lzwtvmh7umr4az GET https://markdownregistry.com/api/v1/resolve?ref=fuzheado/wikipedia-ai-skills/toolforge-python GET https://markdownregistry.com/api/v1/blob/c7b0cb8e4edef3e9d53bc0c75eb0f9440bc6b961d60e1da40a880219f3988a2a
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.