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Fixing Broken Links

Community
spencerpauly
fixing-broken-links

Crawl all links in a file or project, test each for a valid HTTP response, report broken ones, and fix or remove them.

Overview

Publisherspencerpauly
Repositoryawesome-cursor-skills
Skill namefixing-broken-links
Stars
848
Forks
169
Bundled files
Instructions only
LicenseCC0-1.0
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 spencerpauly on GitHub. Read the source before you install it.

Installation

Install the Fixing Broken Links 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/spencerpauly/awesome-cursor-skills/tree/main/resources/fixing-broken-links
  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/spencerpauly/awesome-cursor-skills.git /tmp/awesome-cursor-skills
mkdir -p .claude/skills
cp -r /tmp/awesome-cursor-skills/resources/fixing-broken-links .claude/skills/fixing-broken-links
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Fixing Broken Links 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 Fixing Broken Links 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 Fixing Broken Links 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.

Fixing Broken Links

Scan a file (or set of files) for URLs, test every link, and fix any that are broken.

Workflow

1. Extract All Links

Read the target file(s) and collect every URL:

  • Markdown links: [text](url)
  • Bare URLs: https://...
  • HTML href and src attributes
  • Reference-style link definitions: [id]: url
  • Local relative paths: ./path/to/file, resources/foo/SKILL.md

2. Test Each Link

For external URLs:

  • Use curl -sL -o /dev/null -w "%{http_code}" --max-time 10 "<url>" to get the HTTP status code
  • Batch independent checks for speed (run multiple curl commands in parallel or in quick succession)
  • Classify results:
    • 200–299 → OK
    • 301/302 → OK but note the redirect target
    • 403 → Might be valid (some sites block curl); try with a browser user-agent header
    • 404 → Broken
    • 429 → Rate limited; retry once after a short pause
    • 000 or timeout → Retry once; if still failing, mark as unreachable

For local file paths:

  • Check if the file exists on disk with [ -f "path" ]
  • If it's a relative path, resolve it from the file's directory

3. Fix Broken Links

For each broken link:

  1. Search the web for the correct/current URL (the resource may have moved)
  2. If found, replace the old URL with the new one
  3. If the resource no longer exists, note it and either:
    • Remove the link and leave the text
    • Comment it out with a note
    • Replace with an archived version (web.archive.org)

4. Report

Produce a summary table:

| URL | Status | Action |
|-----|--------|--------|
| https://example.com/page | 200 | OK |
| https://old.example.com/moved | 404 → 301 | Updated to https://new.example.com/page |
| ./docs/missing.md | MISSING | Removed link |

Tips

  • For large files with many links, batch curl calls to avoid slowdowns
  • Some sites (GitHub, npm) rate-limit aggressively — space out requests
  • Always re-read the file after making changes to confirm replacements didn't break formatting
  • For Markdown files, verify link syntax is preserved: [text](url) not [text]( url ) (no extra spaces)

Frequently asked questions

What does the Fixing Broken Links AI skill do?

Crawl all links in a file or project, test each for a valid HTTP response, report broken ones, and fix or remove them.

Why use Fixing Broken Links on TypingMind?

Because you install it once and use it with any model. Fixing Broken Links 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 Fixing Broken Links in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/spencerpauly/awesome-cursor-skills/tree/main/resources/fixing-broken-links. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Fixing Broken Links?

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 Fixing Broken Links?

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

Is the Fixing Broken Links AI skill free?

Yes. It is published on GitHub by spencerpauly under the CC0-1.0 license. 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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