1. Habit
  2. Skills
  3. LLM wiki skill
astro-han · 8K installs

LLM wiki skill
Runs by itself, once a week.

Your notes stay true as they grow.

Install the LLM wiki skill and make it a habit: follow https://gethabit.dev/skills/astro-han/karpathy-llm-wiki.md

  1. 1Copy
  2. 2Paste into Claude Code, Codex or Cursor
  3. 3It runs by itself

8K installs3K starsMIT licenceSource on GitHub ↗

LLM wiki

by astro-han · 8K installs

The skill

Builds a notes library that answers from your own sources.

Only when you ask.

Trusted notes

Your notes stay true as they grow. Fewer wrong facts and more trust in what you know.

↻ Runs by itselfonce a week

How the habit works.
You don't have to.

Three questionsWhen does it start? How does it check its work? What does it remember?

01

It starts by itself

weekly wiki lint. Runs in Claude Code routine or cron.

  • ↻ weekly wiki lint
  • 0 18 * * 0

02

It checks its work

evidence script passes. If a check fails, it tells you.

  • ✓scripts/check_evidence.py reports no evidence errors
  • ✓every index entry points to an existing file
  • ✓every Raw link resolves inside raw/
  • ✓lint entry appended to wiki/log.md

03

It remembers

wiki operation log. The next run reads it first: recent ingests and the last lint result.

wiki/log.md

One run, step by step.
Then it stops.

Stop ruleStops after one lint pass over the whole wiki per run.

  1. 01

    Check structure

    Confirm raw/ and wiki/ exist, otherwise ask for an ingest first.

  2. 02

    Fix the index

    Add missing files to wiki/index.md and mark entries for deleted files as [MISSING].

  3. 03

    Fix links

    Repair internal, Raw and See Also links when exactly one match exists.

  4. 04

    Run evidence check

    Run python3 scripts/check_evidence.py on the project root and judge each suspect.

  5. 05

    Report judgment issues

    List contradictions, outdated claims, orphan pages and missing cross-references without fixing them.

  6. 06

    Log the run

    Append the issue count and auto-fix count to wiki/log.md.

What it may do.
Nothing more.

Safe by defaultIt writes only in its own folder and asks you before anything goes out.

Is it for you?
Use it when it fits.

Quick checkRead both lists. If the left one sounds like you, the LLM wiki skill helps.

Use it when

  • ✓ adding a source to your wiki
  • ✓ asking what you know about a topic
  • ✓ checking wiki quality

Skip it when

  • – a quick one-off answer
  • – team docs with many editors

Questions

LLM wiki skill, answered.

Does lint change raw sources?

No. raw/ is never modified; only wiki/ files are touched.

Will it rewrite facts?

No. Fact problems are reported, never fixed automatically.

How do I install the LLM wiki skill?

Copy the prompt at the top into your agent. It installs the skill from astro-han/karpathy-llm-wiki and sets up the habit. Or run npx skills add astro-han/karpathy-llm-wiki --skill karpathy-llm-wiki.

Is the LLM wiki skill free?

Yes. It is published under MIT. Habit is free too.

LLM wiki. Now as a habit.

Install the LLM wiki skill and make it a habit: follow https://gethabit.dev/skills/astro-han/karpathy-llm-wiki.md

  • Free
  • No account
  • Undo in one line

All astro-han skills →More notes skills →

Works in

  • Claude Code
  • Codex
  • Cursor
  • ChatGPT
  • Claude app

Made by astro-han, published under MIT. Habit links to the original and never changes it. Is this your skill?

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