tencent/teamai-cli · skills/team-wiki-codebase/SKILL.md

team-wiki-codebase skillA

team-wiki-codebase is agent-read markdown (skill) from tencent/teamai-cli: 让 AI 真正理解大型代码库。针对多仓库、多微服务、迭代多年的项目，通过架构逆向 + Graph RAG 图谱 + CLI 多语言 AST， 将海量代码压缩为结构化知识库——每条结论可回溯代码行，每条关系有置信度标注。 适用场景：项目有 10+ 仓库或微服务，AI 直接读代码无法全局理解、回答不准确、token 开销大。 产出：组件设计文档 × N + 架构总览 + 桥梁文档 + Graph RAG 图谱(G1~G9) + _manifest.json + teamai extract graph (teamwiki/)。 Trigger: team-wiki-codebase, code-to-knowledge, 代码知识库, 架构分析, 架构逆向 Prerequisites: 可访问的源码目录（支持多仓库）；本 skill 目录下 `references/` 与 `scripts/`.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add tencent/teamai-cli/team-wiki-codebase@git:20260909.8bb0548
Exact content
mdr add tencent/teamai-cli/team-wiki-codebase@sha256:4e6f1b937270e90c

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lufyphy7pw74ww34.svg)](https://markdownregistry.com/a/art_lufyphy7pw74ww34)

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Versions

versioncommittedcommitsizeaudit
git:20260909.8bb0548 latest2026-09-09 8bb0548 38,354 BA view · diff
git:20260909.1ca43ac2026-09-09 1ca43ac 38,193 BA view · diff
git:20260908.e151d432026-09-08 e151d43 38,014 BA view · diff
git:20260629.9851ffa2026-06-29 9851ffa 37,863 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (38354 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tencent/teamai-cli · 3,231 stars · license NOASSERTION · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lufyphy7pw74ww34
GET https://markdownregistry.com/api/v1/resolve?ref=tencent/teamai-cli/team-wiki-codebase
GET https://markdownregistry.com/api/v1/blob/4e6f1b937270e90cf53351e117cf8a4de19cbcca37b90603abe9532a9fe3a4c0