ai-ml SKILL.md skillA
ai-ml from fabiandistler/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fabiandistler/agents/ai-ml@git:20261022.e7a86a8Pins git:20261022.e7a86a8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fabiandistler/agents
- Path
skills/ai-ml/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261022.e7a86a8, committed Oct 22, 2026
- First version recorded
- Sep 28, 2026
- Size
- 2,837 bytes
- Repository stars
- 2
- License
- none declared
Routes work on trained-model systems to the right sub-skill: LLM apps (prompting, RAG/retrieval, agents and tool use, evals and LLM judges, guardrails, fine-tuning) or classical ML projects (framing, baselines, model choice, missing data, deployment, retraining).
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
# AI & ML This is a **router**. The ai-ml category ships several deep sub-skills; this entry keeps one broad trigger on the surface and hands off to the specific one. Do not answer an AI or ML engineering question from this file alone. ## When to use The trigger situations live in this file's frontmatter (`description`, `when_to_use`) — match the request there, then follow How to use below. ## How to use 1. Match the request to a row in the table below. 2. **Read that sub-skill's `SKILL.md` before acting.** Open the file at the path in the last column (relative to this router's directory) with your file-reading tool. If your agent also lists them as skills, still route through this table. The file carries the real workflow, references, and scripts — this router only points the way. 3. If two rows seem to apply, read both; if none fit, use your general knowledge and say the catalogue had no dedicated sub-skill. The sub-skills are nested under this router's `members/` directory, so they load only when routed to (progressive disclosure) rather than each competing for the model's trigger surface. <!-- BEGIN generated:members --> …
Read the whole file at its exact version.
How to install
mdr add fabiandistler/agents/ai-ml@sha256:29b8654528c2de15The line at the top of this page pins the label git:20261022.e7a86a8, 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_hu47nez43ju3rtmd)
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Versions
The registry has recorded 5 versions of this file, between Sep 28, 2026 and Oct 22, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261022.e7a86a8 latest | 2026-10-22 | e7a86a8 | 2,837 B | A | view · diff |
| git:20261021.b7e353b | 2026-10-21 | b7e353b | 2,899 B | A | view · diff |
| git:20261021.cb6fbe4 | 2026-10-21 | cb6fbe4 | 2,815 B | A | view · diff |
| git:20260928.1b16f52 | 2026-09-28 | 1b16f52 | 2,870 B | A | view · diff |
| git:20260928.934f0e3 | 2026-09-28 | 934f0e3 | 2,467 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 (2837 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
fabiandistler/agents · 2 stars · license none declared · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hu47nez43ju3rtmd GET https://markdownregistry.com/api/v1/resolve?ref=fabiandistler/agents/ai-ml GET https://markdownregistry.com/api/v1/blob/29b8654528c2de15fd750d54027711f4b47cd6aa34ef63deba9792541e174b20
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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