cangjie-skill
把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills
Discover how atomic skill design in cangjie-skill prevents anti-patterns. Learn about the six invariants that ensure robust, maintainable, and verifiable skill development.
How to Apply RIA拆书法 Principles Beyond Books: A Complete Guide to Media-Agnostic Skill ExtractionApply RIA拆书法 principles beyond books to videos podcasts and courses Extract skills from any media using the Cangjie Skill pipeline with transcripts
How User Confirmation Checkpoints Prevent Rework in Stages 0 and 1.5 of the RIA-TV++ PipelineUser confirmation checkpoints in Stages 0 and 1.5 of the RIA-TV++ pipeline validate skeleton structure and candidate lists early, preventing costly rework.
How to Install Generated Skills to Claude Code or Cursor: Copy-to-Skills MethodLearn the copy-to-skills method to install generated cangjie-skill for Claude Code or Cursor. Manually add custom skills to your IDE to activate them.
How the DIGEST.md Format Differs from Simple Summarization: A Structured Knowledge Distillation SystemDiscover how DIGEST.md's structured knowledge distillation surpasses simple summarization with triple-verified extracts, explicit failure modes, and navigable links.
How GLOSSARY.md Functions as a Shared Terminology Dictionary in cangjie-skillDiscover how GLOSSARY.md acts as a shared terminology dictionary in cangjie-skill, ensuring consistent vocabulary and preventing misinterpretations across AI skills.
How Cross-Skill Confusion Testing Works with Sibling Skills in Cangjie-SkillLearn how cross-skill confusion testing in Cangjie-Skill ensures sibling skills don't interfere. Discover unique skill identification with ambiguous prompts for robust LLM execution.
How the INDEX.md with Mermaid Citation Graphs Is Generated in cangjie-skillDiscover how cangjie-skill automatically generates INDEX.md with Mermaid citation graphs using Jinja2 templates and Zettelkasten linking to visualize skill relationships like depends-on, contrasts-with, and composes-with.
How to Write a `test-prompts.json` File in Darwin-Compatible Format for Cangjie SkillLearn to write test-prompts.json in Darwin-compatible format for Cangjie skill. Ensure reliable macOS parsing with UTF-8 encoding, LF line endings, and no trailing commas.
How the Cangjie-Skill Checkpoint and Resume Mechanism Uses PIPELINE_STATE.mdDiscover how the Cangjie-Skill checkpoint resume mechanism leverages PIPELINE_STATE.md to reliably restart interrupted pipelines. Learn to track progress with a simple markdown checklist.
How Stage 0 Adler Analysis Extracts Book Structure and Critique in Cangjie‑SkillDiscover how Stage 0 Adler analysis extracts book structure and critique using four systematic steps, generating a ready-to-use BOOK_OVERVIEWmd artifact for further skill extraction.
How to Define Accurate Trigger Conditions (A2 Field) for Callable SkillsMaster defining accurate trigger conditions for callable skills in the A2 field. Ensure your skill activates correctly with this essential guide.
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