tta-lab/organon

Structure-aware tools for AI agents. Tree-sitter code editing, web page navigation, search. No daemon, no JSON, just stdin.

Project Overview项目介绍

Organon is a collection of structure-aware tools for AI agents, including several small workflow CLIs and an MCP server that can be integrated with DSH and other AI agent platforms. The core src command uses Tree-sitter to parse source files into an abstract syntax tree, then assigns a 2-character ID to every symbol in the file. This allows AI agents to reference, read, edit, replace, or delete symbols directly by ID, eliminating the common problem of matching multi-line blocks of text that plagues many existing AI editing tools.

Organon is built for AI agents that operate via shell commands, solving the multi-line edit problem that plagues most shell-based AI agent workflows. A typical workflow starts with the agent running src your-file.go --tree to get a full list of all symbols with their IDs and line ranges. The agent then selects the symbol ID it needs to modify, and passes the new code via stdin heredoc to replace the existing symbol, no complex JSON parameters required. It supports more than 10 common programming languages out of the box, plus Markdown heading-based sections and a generic text edit mode for any file type.

Organon is released under the open-source Apache-2.0 license, and offers three different installation methods for most operating systems. You can install it via Homebrew with the command brew install tta-lab/ttal/organon, install it from source using a Go compiler, or download pre-built static binaries directly from the project’s GitHub releases page. It does not require any external runtime dependencies after installation, and includes extra tools for skill discovery, guarded Git operations, and managing Navidrome playlists as code.

organon是一套为AI代理提供的结构感知工具集合,同时包含多个工作流CLI工具,可作为MCP服务器运行,支持DSH等多代理平台集成。它核心的src命令通过Tree-sitter将代码解析为抽象语法树,为每个符号分配两字符ID,让AI代理可以通过ID精准引用、读取、替换或删除符号,无需匹配多行文本,解决了现有编辑工具的痛点。

这款工具面向需要操作代码文件的AI代理开发者和使用者,典型工作流为AI代理先调用src <file> --tree获取文件带ID的符号树输出,然后根据任务需要选择对应符号ID,执行读取、替换、插入或删除操作。它还提供技能发现、Git forge操作、Navidrome播放列表管理等额外命令,覆盖多种AI开发和日常工作流场景。

organon采用Apache-2.0许可证开源,可以通过Homebrew、源码编译或下载预编译二进制文件安装。它依赖Go语言编译,安装后无需额外运行时环境,支持十多种主流编程语言的符号解析,对不支持的语言也提供通用文本编辑入口,满足不同场景的使用需求。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 2 warnings2 项注意
  • Only 5 stars - very few users, little community feedback星标只有 5,几乎没人在用,遇到问题缺少社区反馈
  • No DSH plugin manifest detected - it may only carry the dsh-plugin topic, so the install method must be confirmed on the spot未检测到 DSH 插件清单:可能只是打了 dsh-plugin 话题,安装方式要现场确认
  • Not DSH-native: a multi-platform tool that may require Node / Electron or another runtime first非 DSH 原生,是多平台兼容工具:可能要先装 Node / Electron 等运行时
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时(Electron / Python / Docker 等)是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突:命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致,是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需(filesystem / network / shell / clipboard)
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限,以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照,不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装(适合开发者)

CLI Install命令行安装

dsh plugin --profile web add github:tta-lab/organon

把 tta-lab/organon 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

organon

Structure-aware tools for AI agents, plus small workflow CLIs used in the tta-lab workspace.

Organon provides commands that give logos agents structured perception of code, running inside a temenos sandbox.

$ src main.go --tree
├── [aE] func main()               [L1-L15]
├── [bK] func handleRequest()      [L17-L45]
└── [c3] type Config struct        [L47-L55]

$ src main.go -s bK
func handleRequest(w http.ResponseWriter, r *http.Request) {
    ...
}

$ src replace main.go -s bK <<'EOF'
func handleRequest(w http.ResponseWriter, r *http.Request) {
    ctx := r.Context()
    // new implementation
}
EOF

Commands

src — Source files

Read and edit code, config, and docs by symbol. Tree-sitter parses the file into an AST, assigns each symbol a 2-char ID, and you reference symbols by ID — no text matching, no multiline quoting problems.

src main.go --tree                      # symbol tree with IDs and line ranges
src main.go -s bK                       # read a symbol by ID
src replace main.go -s bK <<'EOF'       # replace a symbol (stdin)
...
EOF
src insert main.go --after bK <<'EOF'   # insert after a symbol (stdin)
...
EOF
src delete main.go -s c3                # delete a symbol
cat <<'EDIT' | src edit config.yaml     # text replace (===BEFORE===/===AFTER===)
===BEFORE===
old text
===AFTER===
new text
EDIT

Supports symbol-aware extraction for Go, Rust, TypeScript, TSX, Python, C, C++, Java, Ruby, JavaScript, and many more via auto-inference. Language is detected from file extension. Markdown uses heading-based sections.

src edit is a text-based escape hatch for files where symbol editing is overkill (config files, unsupported languages, quick edits). It uses exact match with whitespace normalization fallbacks and works on any text file regardless of language support.

skill — Skill discovery

List, find, and read agent skills from project-local and global skill directories.

skill list
skill find "review and repair pull requests" --limit 3
skill get organon-src

nd-playlist — Navidrome playlists as code

Create, update, diff, and export Navidrome playlists through the Subsonic/OpenSubsonic API.

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要,完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

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