Vibe Coding Discover

Skills

cangjie-skill

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把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills(Distill high-value content from books, long-form videos, podcasts, and more into executable Agent Skills)

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Python CLI toolchain that distills books, long videos, podcasts and other high-value content into callable, testable Agent Skills. Runs a 7-stage RIA-TV++ pipeline (extract, verify, build capability bundles, pressure-test, compile) and outputs installable skill packs or a single router skill.

Use Cases

Distill a book into a reusable Agent Skills packTurn podcast or interview transcripts into callable AI skillsConvert long YouTube/Bilibili video transcripts into methodologiesGenerate a multi-skill repository with SKILL.md, INDEX.md and GLOSSARY.mdCompile capability bundles into single-router or promoted pack outputRun trigger and output eval suites against generated skillsIncrementally update and roll back skills when source content changesCreate prompt/capability packs from system prompts or articles

Built With

Language
Python
Frameworks
Claude Code · OpenClaw · DeepSeek Harness · Astro

Tags

agent-skills · knowledge-distillation · skill-generator · prompt-engineering · book-to-skill · content-distillation · agent-workflows · methodology-extraction · zettelkasten · pressure-testing · skill-pack · automation · claude-code · cli-toolchain