wiki SKILL.md skillA
wiki from tencent/teamai-cli is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tencent/teamai-cli/wiki@git:20261029.02ec309Pins git:20261029.02ec309 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tencent/teamai-cli
- Path
skill-data/wiki/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261029.02ec309, committed Oct 29, 2026
- First version recorded
- Sep 23, 2026
- Size
- 18,137 bytes
- Repository stars
- 5,787
- License
- a license file GitHub does not identify
Make AI truly understand large codebases: for multi-repository, multi-microservice projects that have evolved over years, run architecture reverse-engineering + a Graph RAG graph + multi-language AST to compress a huge codebase into a structured knowledge base, where every conclusion traces back to a code line and every relation carries a confidence label. Suited to projects with 10+ repositories or microservices that AI cannot understand globally by reading the code directly. Triggers…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# wiki: AI cognition engineering for large codebases
> Prerequisites: an accessible source directory (multiple repositories supported), Python 3, and an installed teamai CLI.
> The methodology, sub-agent prompts, templates and scripts ship with the CLI. Run `teamai skill path wiki` to get their absolute path;
> `{SKILL_DIR}` in this document refers to that path; a reference file you open on its own writes that directory as `SKILL_DIR` in braces.
> Write the knowledge-base documents in Simplified Chinese, as earlier releases did. When updating an existing knowledge base, keep its file names and headings; `validate_kb.py` accepts both the current English and the earlier Chinese headings.
> The Phase 0 structural baseline uses `teamai import --dir`. TeamAI does not ship a separate team-wiki CLI. No extra plugin is required.
…Read the whole file at its exact version.
How to install
mdr add tencent/teamai-cli/wiki@sha256:5cb4988a2c5759b9The line at the top of this page pins the label git:20261029.02ec309, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_f2p745pxnqmg3jl6)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 23, 2026 and Oct 29, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261029.02ec309 latest | 2026-10-29 | 02ec309 | 18,137 B | A | view · diff |
| git:20261013.139729b | 2026-10-13 | 139729b | 18,059 B | A | view · diff |
| git:20261012.00dc2b7 | 2026-10-12 | 00dc2b7 | 18,072 B | A | view · diff |
| git:20260923.ca6e512 | 2026-09-23 | ca6e512 | 17,871 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18137 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
tencent/teamai-cli · 5,787 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f2p745pxnqmg3jl6 GET https://markdownregistry.com/api/v1/resolve?ref=tencent/teamai-cli/wiki GET https://markdownregistry.com/api/v1/blob/5cb4988a2c5759b9cd5b91ba29723b3be97f832293e65a58ec15d945b28db82e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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