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Second Brain Lint

Community
NicholasSpisak
second-brain-lint

Health-check the wiki for contradictions, orphan pages, stale claims, and missing cross-references. Use when the user says "audit", "health check", "lint", "find problems", or wants to improve wiki quality.

Overview

PublisherNicholasSpisak
Repositorysecond-brain
Skill namesecond-brain-lint
Stars
738
Forks
108
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by NicholasSpisak on GitHub. Read the source before you install it.

Installation

Install the Second Brain Lint AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/NicholasSpisak/second-brain/tree/main/skills/second-brain-lint
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/NicholasSpisak/second-brain.git /tmp/second-brain
mkdir -p .claude/skills
cp -r /tmp/second-brain/skills/second-brain-lint .claude/skills/second-brain-lint
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Second Brain Lint in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Second Brain Lint on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Second Brain Lint is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Second Brain — Lint

Health-check the wiki and report issues with actionable fixes.

Audit Steps

Run all checks below, then present a consolidated report.

1. Broken wikilinks

Scan all wiki pages for [[wikilink]] references. For each link, verify the target page exists. Report any broken links.

bash
# Find all wikilinks across wiki pages
grep -roh '\[\[[^]]*\]\]' wiki/ | sort -u

Cross-reference against actual files in wiki/.

2. Orphan pages

Find pages with no inbound links — no other page references them via [[wikilink]].

For each .md file in wiki/sources/, wiki/entities/, wiki/concepts/, wiki/synthesis/:

  • Extract the page name (filename without extension)
  • Search all other wiki pages for [[Page Name]]
  • If no other page links to it, it's an orphan

3. Contradictions

Read pages that share entities or concepts and look for conflicting claims. Flag when:

  • Two source summaries make opposing claims about the same topic
  • An entity page contains information that conflicts with a source summary
  • Dates, figures, or factual claims differ between pages

4. Stale claims

Cross-reference source dates with wiki content. Flag when:

  • A concept page cites only old sources and newer sources exist on the same topic
  • Entity information hasn't been updated despite newer sources mentioning that entity

5. Missing pages

Scan for [[wikilinks]] that point to pages that don't exist yet. These are topics the wiki mentions but hasn't given their own page. Assess whether they warrant a page.

6. Missing cross-references

Find pages that discuss the same topics but don't link to each other. Look for:

  • Entity pages that mention concepts without linking them
  • Concept pages that mention entities without linking them
  • Source summaries that cover the same topic but don't reference each other

7. Index consistency

Verify wiki/index.md is complete and accurate:

  • Every page in wiki/sources/, wiki/entities/, wiki/concepts/, wiki/synthesis/ has an index entry
  • No index entries point to deleted pages
  • Entries are under the correct category header

8. Data gaps

Based on the wiki's current coverage, suggest:

  • Topics mentioned frequently but lacking depth
  • Questions the wiki can't answer well
  • Areas where a web search could fill in missing information

Report Format

Present findings grouped by severity:

Errors (must fix)

  • Broken wikilinks
  • Contradictions between pages
  • Index entries pointing to missing pages

Warnings (should fix)

  • Orphan pages with no inbound links
  • Stale claims from outdated sources
  • Missing pages for frequently referenced topics

Info (nice to fix)

  • Potential cross-references to add
  • Data gaps that could be filled
  • Index entries that could be more descriptive

For each finding, include:

  • What: description of the issue
  • Where: the specific file(s) and line(s)
  • Fix: what to do about it

After the Report

Ask the user:

"Found N errors, N warnings, and N info items. Want me to fix any of these?"

If the user agrees, fix issues and report what changed.

Log the lint pass

Append to wiki/log.md:

## [YYYY-MM-DD] lint | Health check
Found N errors, N warnings, N info items. Fixed: [list of fixes applied].

When to Lint

  • After every 10 ingests — catches cross-reference gaps while they're fresh
  • Monthly at minimum — catches stale claims and orphan pages over time
  • Before major queries — ensures the wiki is healthy before you rely on it for analysis

Related Skills

  • /second-brain-ingest — process new sources into wiki pages
  • /second-brain-query — ask questions against the wiki

Frequently asked questions

What does the Second Brain Lint AI skill do?

Health-check the wiki for contradictions, orphan pages, stale claims, and missing cross-references. Use when the user says "audit", "health check", "lint", "find problems", or wants to improve wiki quality.

Why use Second Brain Lint on TypingMind?

Because you install it once and use it with any model. Second Brain Lint is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Second Brain Lint in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/NicholasSpisak/second-brain/tree/main/skills/second-brain-lint. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Second Brain Lint?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Second Brain Lint?

As many as you like. As long as a model supports skills, you can use Second Brain Lint with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Second Brain Lint AI skill free?

It is published on GitHub by NicholasSpisak. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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