llm-tldr

Summarize and navigate this repo with the llm-tldr CLI (tree/structure/context/semantic search). Use when you need LLM-ready summaries of files or symbols, fast codebase orientation, or behavior-based search before editing.

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Install skill "llm-tldr" with this command: npx skills add tiberriver256/ai-coding-workshop/tiberriver256-ai-coding-workshop-llm-tldr

llm-tldr

Run the tool

  • Install the vendored tool when needed:
    python3 -m venv .venv
    source .venv/bin/activate
    pip install -e tools/llm-tldr
    
  • Build or refresh the index from the repo root:
    tldr warm .
    
  • Generate LLM-ready summaries or semantic matches:
    tldr context <symbol> --project .
    tldr semantic "<behavior or intent>" .
    tldr tree <path>
    tldr structure <path> --lang <language>
    

Know where outputs go

  • Read results from stdout; redirect to a file if you need to persist them.
  • Expect indexes and config under .tldr/ in the repo root (e.g., .tldr/cache/semantic.faiss).
  • Note that tldr warm . will create .tldrignore if it is missing.

Troubleshoot quickly

  • Rebuild the index after large changes: tldr warm ..
  • If semantic search fails, confirm the venv is active and the tool is installed from tools/llm-tldr.

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Related Skills

Related by shared tags or category signals.

General

skill-acquisition

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Automation

llm-tldr

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Coding

Summarize Tianjin

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

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