TC Knowledge

by Leobai03

TC Knowledge is an AI Engineering skill for Claude Code, published by Leobai03 in tc.

22 stars3 forkson Leobai03/tcAdded 2026/08/11+10% in starsRepository updated 2026/07/31

View source on GitHub Download repo ZIP

agent-skillschineseclaude-codecodexstartup

Install in seconds

Install TC Knowledge

Copy TC Knowledge into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Leobai03/tc/tree/main/skills/tc-knowledge ~/.claude/skills/tc-knowledge

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Leobai03/tc.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/tc-knowledge/SKILL.md in Leobai03/tc
Installs to: ~/.claude/skills/tc-knowledge
Collection: One of 7 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What TC Knowledge does

Entry point to the TC knowledge base, used to search TC methods, historical expressions, and external theories. It also manages knowledge atoms, connects user data sources, and validates knowledge integrity.

TC Knowledge is cataloged under AI Engineering on DirSkills. TC Knowledge comes from a repository tagged agent-skills, chinese, claude-code, codex and startup.

Documentation

README

Excerpt

TC Knowledge｜天策知识库

一句话说明

知识库像一个有管理员的图书馆：核心参考源是看问题的眼镜，原推是原书，知识原子是带出处的小卡片，知识包是按问题装好的教材。不能把书架上所有句子都当成正确答案。

六种模式

1. 查 TC 知识

用户问天策过去说过什么、某个方法来自哪里，或要求结合 TC 知识时，使用本 Skill 目录内的脚本：

python3 scripts/tc_knowledge.py search --query "目标用户 产品化" --scope guidance --limit 5

实际运行时从本 SKILL.md 所在目录解析脚本绝对路径，不假设当前工作目录。搜索范围：

guidance：默认范围，只查核心参考源、知识包和知识原子；
atoms：经过筛选、带边界的知识原子；
posts：仅用于用户明确要求的历史查询，只证明作者当时公开说过；
packs：可以直接用于判断和行动的专项知识包；
sources：技术合伙人与天策的两份核心参考框架；
all：兼容旧调用，与 guidance 相同，不包含历史原推。

回答创业方法时先选相关核心参考源，再用知识包和原子落地。不得为了补故事、证明方向或模仿作者而检索原推。

只有用户明确问“天策过去说过什么、某条原推是什么、历史上怎样表达”时，才使用 --scope posts。返回后停留在历史查询，不把作者的职业、项目、收入、失败、违规经历或其他个人经历带回 /tc 生成项目、推荐方向或推断用户能力。

2. 接用户自己的知识库

用户提供飞书、Notion、网盘、代码仓库或本地目录时：

This is the opening of the README. Read the full README on GitHub.

Commands TC Knowledge provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/tc

Frequently asked about TC Knowledge

What else does Leobai03 publish alongside TC Knowledge?
TC Knowledge is one of 7 skills that DirSkills catalogs from Leobai03/tc, the repository it ships in. Its siblings there include TC Action, TC Copy and TC Diagnosis. Each one is a separate skill with its own page in this directory, installs the same way TC Knowledge does, and is maintained by Leobai03 in that same repository. The rest of the collection is listed on the Leobai03/tc page.
How does TC Knowledge compare to other AI Engineering skills?
TC Knowledge ranks #2349 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of TC Knowledge against them. Open each page to compare what they document and how they install.