LLM-powered ww help | Generated by AI

Home 2026.07

Done. Here’s what was implemented:

New command: ww help <file_path>

It uses the LLM (deepseek/deepseek-v4-flash) to read a module file, look up how it’s wired in main.py, and tell you the exact ww command to use.

ww help ww/gcp_speech/transcribe.py
ww help ww/ffmpeg/merge.py
ww help ~/projects/ww/ww/display/appearance.py

Files changed:


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