ai-infrastructure-ollama SKILL.md skillB
ai-infrastructure-ollama from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/ai-infrastructure-ollama@git:20261016.afd0e14Pins git:20261016.afd0e14 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/ai-infrastructure-ollama/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261016.afd0e14, committed Oct 16, 2026
- First version recorded
- Mar 23, 2026
- Size
- 19,543 bytes
- Repository stars
- 26
- License
- MIT
Local LLM inference with the Ollama JavaScript client -- chat, streaming, tool calling, vision, embeddings, structured output, model management, and OpenAI-compatible endpoint.
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
# Ollama Patterns > **Quick Guide:** Use the `ollama` npm package to run LLMs locally. Use `ollama.chat()` for conversations and `ollama.generate()` for single prompts. Enable streaming with `stream: true` and iterate with `for await`. Use `format` with a JSON schema (via `zodToJsonSchema`) for structured outputs. Use `tools` array for function calling. Use `ollama.embed()` for embeddings. Models run on your machine -- no API keys required for local use, but be aware of model loading time and memory usage. --- <critical_requirements> ## CRITICAL: Before Using This Skill **(You MUST use `ollama.chat()` for conversations and `ollama.generate()` for single-prompt completions -- they have different parameter shapes)** **(You MUST handle model loading delays -- the first request after a model is loaded takes significantly longer due to model initialization)** **(You MUST use `zodToJsonSchema()` from `zod-to-json-schema` for structured outputs -- do NOT manually construct JSON schemas)** **(You MUST accumulate streamed `thinking`, `content`, and `tool_calls` fields to maintain conversation history in multi-turn interactions)** …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/ai-infrastructure-ollama@sha256:a3971f0da2296d81The line at the top of this page pins the label git:20261016.afd0e14, 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_jeay5xpucrjjwzcr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 23, 2026 and Oct 16, 2026, about one every 104 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.afd0e14 latest | 2026-10-16 | afd0e14 | 19,543 B | B | view · diff |
| git:20260328.19e48cb | 2026-03-28 | 19e48cb | 19,819 B | B | view · diff |
| git:20260323.1cb6727 | 2026-03-23 | 1cb6727 | 20,238 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:11434)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19543 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
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jeay5xpucrjjwzcr GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/ai-infrastructure-ollama GET https://markdownregistry.com/api/v1/blob/a3971f0da2296d813731811b024f874e0cc393e41dd38ea795ee9e5e783e2504
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.