Pin LLM Wiki
Turns URLs into a cited, wikilinked Karpathy-style knowledge base with linting
Test report
- Verdict
- Tested · Works
- Score
- 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-wikiTurns 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.