llm-wiki SKILL.md skillA

llm-wiki from praneybehl/llm-wiki-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add praneybehl/llm-wiki-plugin/llm-wiki@git:20261029.d74a750

Pins git:20261029.d74a750 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
praneybehl/llm-wiki-plugin
Path
skills/llm-wiki/SKILL.md
Versions recorded
6
Latest version
git:20261029.d74a750, committed Oct 29, 2026
First version recorded
Jul 20, 2026
Size
25,194 bytes
Repository stars
123
License
MIT

Build and maintain an LLM-curated knowledge base from papers, articles, transcripts, notes and project findings. Ingest sources into linked Markdown, answer questions with citations, lint or upgrade a wiki, and preserve useful synthesis across sessions and agents. Also capture verified task experience, consolidate success/failure patterns, and propose, evaluate, apply or roll back evidence-linked skill improvements. Trigger on "add this to my wiki", "what does the wiki say…

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

# LLM Wiki

A skill for building and maintaining an LLM-curated knowledge base at any user-chosen filesystem location, following the pattern Andrej Karpathy described in his April 2026 gist. One personal wiki can compound knowledge across projects, or a wiki can be isolated inside one project. The user curates sources and asks questions; the LLM does the bookkeeping.

## The pattern in one paragraph

Conventional RAG re-derives knowledge from raw chunks on every query; nothing accumulates. The LLM Wiki pattern flips this: when a new source arrives, the LLM compiles it once into a persistent, structured wiki: extracting concepts, writing entity pages, updating cross-references, flagging contradictions. Subsequent queries read the pre-synthesized wiki rather than the raw sources. Knowledge compounds. The user is in charge of sourcing and asking good questions; the LLM handles the summarizing, linking, and consistency work that humans abandon wikis over.

## When to use this skill
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add praneybehl/llm-wiki-plugin/llm-wiki@sha256:b022da7b6c94fafe

The line at the top of this page pins the label git:20261029.d74a750, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aigcdqts4b5w7hxh.svg)](https://markdownregistry.com/a/art_aigcdqts4b5w7hxh)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jul 20, 2026 and Oct 29, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
git:20261029.d74a750 latest2026-10-29 d74a750 25,194 BA view · diff
git:20260912.a23cd782026-09-12 a23cd78 22,915 BA view · diff
git:20260912.282c3b32026-09-12 282c3b3 22,844 BA view · diff
git:20260912.6a835ff2026-09-12 6a835ff 22,746 BA view · diff
git:20260903.f6732392026-09-03 f673239 21,437 BA view · diff
git:20260720.53e8d922026-07-20 53e8d92 20,409 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (25194 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

GitHub

praneybehl/llm-wiki-plugin · 123 stars · license MIT · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aigcdqts4b5w7hxh
GET https://markdownregistry.com/api/v1/resolve?ref=praneybehl/llm-wiki-plugin/llm-wiki
GET https://markdownregistry.com/api/v1/blob/b022da7b6c94fafe0caa8eee37ab32d33cd18c34203c609d2b57f28a3a6f2809

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.

More from praneybehl/llm-wiki-plugin

AGENTS.md AGENTS.md file
praneybehl/llm-wiki-plugin · AGENTS.md
git:20261029.d74a750 · audit A · 123 stars
llms.txt@docs/public llms.txt file
praneybehl/llm-wiki-plugin · docs/public/llms.txt
git:20261029.e5f1a50 · audit A · 123 stars

Every file in praneybehl/llm-wiki-plugin

Other files named llm-wiki

llm-wiki SKILL.md skill
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llm-wiki SKILL.md skill
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llm-wiki SKILL.md skill
cowork-os/cowork-os · resources/skills/llm-wiki/SKILL.md · Build and maintain a workspace-local, Obsidian-friendly research vault using Karpathy's LLM Wiki pattern.
v1.1.0 · audit A · 517 stars
llm-wiki SKILL.md skill
jellydn/my-ai-tools · skills/llm-wiki/SKILL.md · Build a persistent compounding wiki from raw sources using the LLM Wiki pattern
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llm-wiki SKILL.md skill
jellydn/my-ai-tools · configs/amp/plugins/my-ai-tools-skills/skills/llm-wiki/SKILL.md · Build a persistent compounding wiki from raw sources using the LLM Wiki pattern
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llm-wiki SKILL.md skill
infranodus/skills · skill-llm-wiki/SKILL.md · Guide users through setting up a personal LLM-maintained wiki — a persistent, compounding knowledge base where the LLM…
git:20260901.7df2a8c · audit A · 125 stars
llm-wiki SKILL.md skill
seaworld008/commonly-used-high-value-skills · openclaw-skills/llm-wiki/SKILL.md · Use when building, querying, ingesting sources into, or auditing an interlinked Markdown knowledge base with immutable…
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llm-wiki SKILL.md skill
akillness/jeo-skills · .agent-skills/llm-wiki/SKILL.md · Build and maintain a persistent markdown wiki that an LLM updates on the user's behalf, usually inside an Obsidian…
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