Pin LLM Wiki

Turns URLs into a cited, wikilinked Karpathy-style knowledge base with linting

Tested · Works

Test report

Verdict
Tested · Works
Score
9.2/10
Tested
Jul 17, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 7, 2026 · 83ec963

Scaffolded a wiki and ingested karpathy.ai end to end: the protocol's verbatim-capture rule proved itself when plain WebFetch summarization dropped all 10 GitHub project links and the page's hidden 'Order of the Unicorn' bait text, while the skill's curl-based raw capture kept every byte, auto-fetched the micrograd companion repo via gh, and produced a cited source page that passed the full 12-check lint. The no-skill baseline yielded one paraphrased note with no raw capture, no citations and no refresh path. The protocol is heavy (about 1500 lines read for a single brief-level URL) and companion discovery can latch onto an arbitrary repo on personal portfolio sites, but the output delta is unmistakable.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 8/10
  • Docs & honesty 5/5

What Pin LLM Wiki does

Automates the Karpathy LLM-wiki workflow: drop web, GitHub or YouTube URLs into an inbox and the skill fetches verbatim raw captures, writes cited and wikilinked source pages, maintains index/overview/log files, and runs a 12-check lint. Invoke with /pin-llm-wiki (init, ingest, lint, queue, remove) or by asking to pin sources into your LLM wiki.

How to install Pin LLM Wiki

git clone https://github.com/ndjordjevic/pin-llm-wiki
mkdir -p ~/.claude/skills
cd pin-llm-wiki && cp -r skills/pin-llm-wiki ~/.claude/skills/pin-llm-wiki

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Pin LLM Wiki

  • /pin-llm-wiki Turns URLs into a cited, wikilinked Karpathy-style knowledge base with linting

It also activates on plain-language prompts like these:

  • Pin this URL into my LLM wiki with citations and wikilinks
  • Ingest this GitHub repo and its docs into my research wiki
  • Lint my LLM wiki and check all my source pages

Frequently asked questions

Is the Pin LLM Wiki skill free?
Yes. The skill itself is free from ndjordjevic/pin-llm-wiki. SkillProof publishes the install command and an independent test verdict at no cost.
Does Pin LLM Wiki work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Scaffolded a wiki and ingested karpathy.ai end to end: the protocol's verbatim-capture rule proved itself when plain WebFetch summarization dropped all 10 GitHub project links and the page's hidden 'Order of the Unicorn' bait text, while the skill's curl-based raw capture kept every byte, auto-fetched the micrograd companion repo via gh, and produced a cited source page that passed the full 12-check lint. The no-skill baseline yielded one paraphrased note with no raw capture, no citations and no refresh path. The protocol is heavy (about 1500 lines read for a single brief-level URL) and companion discovery can latch onto an arbitrary repo on personal portfolio sites, but the output delta is unmistakable.
What is the Pin LLM Wiki SkillProof Score?
9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
How do I install Pin LLM Wiki?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Pin LLM Wiki with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.