cangjie-skill
把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills
Cangjie Skill is an agent skill framework that transforms methodologies from books, long-form videos, and podcasts into callable, executable AI skills. It employs the RIA-TV++ pipeline—a seven-stage process combining Adler's analytical reading method, parallel extraction, triple verification, and pressure testing—to distill knowledge into structured skill packs. The framework extracts frameworks, principles, cases, and terminology from source content, validates them rigorously, then outputs ready-to-use skill modules for AI agents. Over 20 skill packs have been generated from sources ranging from Warren Buffett's letters to ancient Chinese texts like the I Ching and Huangdi Neijing.
Key Features
Use Cases
- 01Converting a business book into executable decision-making skills for AI agents to apply in real scenarios
- 02Distilling investment frameworks from Warren Buffett's shareholder letters into callable investment analysis skills
- 03Extracting viral marketing principles from long YouTube tutorials into structured content strategy skills
- 04Transforming podcast interviews with domain experts into reusable methodological tools instead of summaries
- 05Creating skills from video course transcripts (e.g., Andrew Ng's AI for Everyone) for ongoing learning assistance
- 06Building structured skill repositories from classical texts like Sun Tzu's Art of War or the I Ching for strategic thinking
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cangjie-skill — FAQ
What is Cangjie Skill?+
Cangjie Skill is an agent skill framework that distills methodologies from high-value content like books, long videos, and podcasts into structured, executable AI skills using a seven-stage RIA-TV++ pipeline.
How do I install Cangjie Skill for Claude Code?+
Copy the generated skill modules (SKILL.md files and supporting documents) from a skill pack repository into your Claude Code or Cursor skills directory. For DeepSeek Harness, download the plugin package from releases and install it using dsh plugin commands.
Which AI clients support Cangjie Skill?+
Cangjie Skill works with Claude Code, Cursor, OpenClaw, and DeepSeek Harness. The framework generates skill modules compatible with agents that support structured skill definitions.
Do I need API keys to use Cangjie Skill?+
The distillation process itself requires access to an LLM (like Claude or GPT-4) to run the RIA-TV++ pipeline. Once skills are generated, they are plain text modules that agents can use without additional API requirements.
Is Cangjie Skill free to use?+
Yes, Cangjie Skill is open-source under GNU AGPL v3.0. All methodology templates, extractors, and 25+ published skill packs are freely available on GitHub.
How is this different from summarizing content?+
Unlike summaries, Cangjie Skill extracts reusable, executable methodologies with trigger conditions, boundaries, and step-by-step procedures. It focuses on structured skill modules that agents can invoke in real decision-making contexts, not passive content compression.
How do I install cangjie-skill?+
Open the source repository on GitHub and follow its README. cangjie-skill is a skill — MCP Agents Market links you directly to the official repo.
Is cangjie-skill free?+
cangjie-skill is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.