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Cangjie Skill
Cangjie Skill is an open source tool that distils books, videos, and podcasts into executable agent skills.
Cangjie Skill extracts methodologies from books, long-form videos, podcasts, and interviews to build reusable AI skills. It uses the RIA-TV++ pipeline to perform whole-content comprehension, parallel extraction, triple verification, capability construction, Zettelkasten linking, pressure testing, and deterministic compilation. The system produces structured skill repositories with overview documents, glossaries, individual skill files, and test prompts instead of simple summaries. It includes a unified local toolchain script for diagnostics, compilation, repairs, and rollbacks. The software targets users who want to apply learned knowledge directly through AI agents rather than letting information sit in bookmarks.
Cangjie Skill at a glance
Key features
- Distils books and videos into executable AI skills
- Uses seven-stage RIA-TV++ pipeline for processing
- Compiles single router-style skills or compact packs
- Includes local toolchain for diagnostics and repair
- Generates reader-facing digest and capability cards
- Performs pressure testing with bait questions
Use it for
- Converting a shareholder letter collection into an agent skill pack
- Turning a long video transcript into callable decision tools
- Extracting reusable methodologies from books and podcasts
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