Project report / GitHub evidence

thClaws Model Card

这是可索引项目报告证据页:它保留 thClaws Model Card 的源材料入口、机制线索和限制提醒;正文仍需 reader/editor 与 academic public-copy review 后才能当作最终结论引用。

thClaws Model Card

FieldValue
RepositorythClaws/thClaws
CategoryLocal Agent Harness Platform
Stars / forks snapshot1000 / 140
LanguageRust
LicenseMIT OR Apache-2.0
Raw captureraw-github/thclaws_thclaws.md
Updated byhourly public metadata update, 2026-05-25

1. Role in Self Evolve

thClaws 是本地优先的 Rust Agent harness 平台,用一个 engine 支撑 GUI、CLI、单次命令和 webapp,并把 skills、commands、agent definitions 与 MCP servers 作为可安装插件打包。

2. Working Principle

local Rust agent engine -> GUI/CLI/web surfaces -> MCP/tools/memory -> plugin-bundled skills and agents

3. Evidence Path

web GitHub page observed 359 commits, MIT OR Apache-2.0 license, 1k stars and 140 forks; README describes a native Rust local AI agent workspace with Terminal/Chat/Files/Team surfaces, MCP servers, persistent memory, and a plugin system bundling skills, commands, agent definitions and MCP servers under one manifest installable from git or zip. Shell GitHub API access remained blocked by DNS and local gh auth was invalid in this run, so this card treats the current snapshot as web-observed rather than API-verified.

4. Teaching Use

Use this card to explain Local Agent Harness Platform in the raw -> classification -> project card -> site/report pipeline. The reading path is: raw capture -> classification row -> public site card -> project report -> aggregate GitHub analysis.

5. Limits

当前未克隆源码,未运行 benchmark、skill install flows、memory experiments、MCP servers、agent evolution loops、security scanners 或 production deployments;star/fork/commit/release 快照来自公开 GitHub 页面文本或可见页面片段。