wikimedia-ml-services SKILL.md skillA
wikimedia-ml-services 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/wikimedia-ml-services@git:20261023.f558176Pins git:20261023.f558176 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fuzheado/wikipedia-ai-skills
- Path
.claude/skills/wikimedia-ml-services/SKILL.md- Versions recorded
- 17
- Latest version
- git:20261023.f558176, committed Oct 23, 2026
- First version recorded
- Jun 10, 2026
- Size
- 49,121 bytes
- Repository stars
- 27
- License
- MIT
LiftWing/ORES API endpoints incl. quality, revert risk, topics, references, langid, LLM chat (Qwen) and DECISION models (clef-flash via :predict). Read before probing any LiftWing route.
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
> 🛑 **Read this BEFORE writing a probe or a request.** The endpoint contracts are in
> **[references/](references/)** and are verified live:
>
> - `references/lift-wing-llm.md` — the OpenAI-compatible **chat** route (Qwen models)
> - `references/clef-flash-decision-models.md` — **decision models: `:predict` only.** The chat
> route returns `404 {"detail":"Not Found"}` **by design**, and the model is absent from the
> OpenAPI spec, so a spec check will not find it either
> - `references/model-schemas.md` — per-model payload shapes
>
> **A 400/422 from a model route means the service is UP and rejecting your payload** — that is
> proof of deployment, not absence. Only 404 on every candidate route means "not exposed", and a
> 5xx/timeout must be retried before it is read as anything. Probing before reading here already
> produced a false "model is retired / unexplained" report on 2026-10-21.
> ⚠️ **User-Agent required:** All API calls below need a descriptive `User-Agent` header. See the **[wikimedia-api-access](../wikimedia-api-access/SKILL.md)** skill for the correct format and rate-limiting patterns.
## Context: Two Eras of Wikimedia ML Services
…Read the whole file at its exact version.
How to install
mdr add fuzheado/wikipedia-ai-skills/wikimedia-ml-services@sha256:ae39bf4aadb2e35aThe line at the top of this page pins the label git:20261023.f558176, 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_zk7rfukhgu7vjkcw)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Jun 10, 2026 and Oct 23, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.f558176 latest | 2026-10-23 | f558176 | 49,121 B | A | view · diff |
| git:20261023.ffbe1da | 2026-10-23 | ffbe1da | 49,117 B | A | view · diff |
| git:20261021.55096aa | 2026-10-21 | 55096aa | 47,309 B | A | view · diff |
| git:20261021.a1c9089 | 2026-10-21 | a1c9089 | 47,304 B | A | view · diff |
| git:20261019.d586d1e | 2026-10-19 | d586d1e | 48,253 B | A | view · diff |
| git:20261016.fd7a016 | 2026-10-16 | fd7a016 | 46,445 B | A | view · diff |
| git:20261009.f7c9e84 | 2026-10-09 | f7c9e84 | 45,099 B | A | view · diff |
| git:20261009.e3b67cd | 2026-10-09 | e3b67cd | 45,100 B | A | view · diff |
| git:20261009.05f50a7 | 2026-10-09 | 05f50a7 | 45,549 B | A | view · diff |
| git:20261007.328db95 | 2026-10-07 | 328db95 | 43,816 B | A | view · diff |
| git:20261004.aeb4234 | 2026-10-04 | aeb4234 | 42,871 B | A | view · diff |
| git:20261003.928fb9a | 2026-10-03 | 928fb9a | 42,752 B | A | view · diff |
| git:20260909.11f19a0 | 2026-09-09 | 11f19a0 | 41,537 B | A | view · diff |
| git:20260818.a35dd44 | 2026-08-18 | a35dd44 | 38,933 B | A | view · diff |
| git:20260816.7bd899c | 2026-08-16 | 7bd899c | 38,425 B | A | view · diff |
| git:20260808.ebac469 | 2026-08-08 | ebac469 | 34,995 B | A | view · diff |
| git:20260610.740f144 | 2026-06-10 | 740f144 | 34,941 B | A | view |
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 (49121 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
fuzheado/wikipedia-ai-skills · 27 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zk7rfukhgu7vjkcw GET https://markdownregistry.com/api/v1/resolve?ref=fuzheado/wikipedia-ai-skills/wikimedia-ml-services GET https://markdownregistry.com/api/v1/blob/ae39bf4aadb2e35abf0b1c8fc0202414286363bde0bbb009f3d57249ec4b7861
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.