Atomicreps

io.github.atomicrepsv0.1.0更新于 Oct 1, 2026

Retrieval practice in your coding agent: one short question about what you just built.

已验证Streamable HTTP可网页运行Developer ToolsProductivity & WorkflowKnowledge & Memory

概览

AI 生成的概览

为编码助手加入检索练习:任务结束后,助手就你刚构建的内容提一个简短问题。

功能
当编码助手完成任务时,它会调用一次 rep 并附上几句关于改动内容的说明;服务器挑选一个问题或什么都不选,助手原样展示给你(R18、R19)。工具包括 rep、answer、me 和 settings:rep 提供问题、洞见或空结果,answer 返回判定与解释,me 报告 summary、skills、reps、streak 或 mutes,settings 控制频率、主题、难度范围、偏好领域、静音和对话框(R33-R40)。服务器自行控制节奏,设有最小间隔、每日上限、静音和关闭,拒绝在提问后几秒内输入的答案,且从不包含答案(R27-R30)。
适用场景
适合希望在你已使用的编辑器内,针对刚写的代码进行轻量间隔检索练习的开发者,无需离开聊天。适合想就 React、Swift 等主题偶尔收到简短问题并自行控制出现频率的人。它不是代码审查、文档或搜索工具。
运行要求
需要 Node 24+ 和免费账户(R4)。以本地 stdio 进程运行,通过 npx atomicreps mcp 启动,或使用 atomicreps.com 远程端点;清单未声明任何环境变量或请求头。登录需在 atomicreps.com/connect 输入终端显示的代码(R56、R57)。可用于 Claude Code、GitHub Copilot、Cursor、Codex 或任何 MCP 客户端(R3)。
安装前请注意
登录会生成令牌,保存在 ~/.config/atomicreps/config.json(权限 0600),并随每条 JSON-RPC 消息转发给 Atomic Reps 服务器(R52、R58);可在账户页面撤销(R59)。ATOMICREPS_API 仅在指向 Atomic Reps 或回环地址时生效,设置 ATOMICREPS_UNSAFE_ORIGIN=1 可覆盖该检查(R54、R55)。调用 rep 时会发送带小权重的目录句柄,以及公共目录已知的包名、文件扩展名和文件夹名;touched 词在本机匹配、本身不会发送,私有名称以公共别名发送(R45-R49)。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Atomicreps,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "atomicreps": {
      "type": "http",
      "url": "https://atomicreps.com/mcp"
    }
  }
}

README

atomicreps

One short question about the thing you just built. Works inside Claude Code, GitHub Copilot, Cursor, Codex, or any MCP client.

Requires Node 24+ and a free account. On an older Node, every command prints the version it needs instead of starting.

npx atomicreps            the terminal screen: you, this session, topics, mutes, ratenpx atomicreps setup      first-run wizard: areas, topics, how often, how hardnpx atomicreps login      sign in from a browser with a typed codenpx atomicreps connect    register the server with your editornpx atomicreps connect --pin   pin the launch args to this installed version, for a command you can commitnpx atomicreps mcp        the stdio MCP server process (what the editor launches)npx atomicreps doctor     token, server ping, version, when the next rep may come, allowlistnpx atomicreps logout     forget the token on this machinenpx atomicreps logout --purge   also forget your reps and status, and offer to undo connect

Add --alpha to any command to use staging. It keeps its own token and cache, so you can be signed in to both staging and production at once.

Plain connect writes npx -y atomicreps mcp, which always resolves to whatever is latest at launch. connect --pin writes npx -y atomicreps@<version> mcp instead, the version this CLI is running, so an organisation can review one exact command and commit it rather than trusting npx to fetch the same thing twice.

GitHub Copilot

npx atomicreps connect offers VS Code and Copilot CLI as rows. Without it:

code --add-mcp '{"name":"atomicreps","type":"stdio","command":"npx","args":["-y","atomicreps","mcp"]}'copilot mcp add atomicreps -- npx -y atomicreps mcp

Copilot in JetBrains, Visual Studio, Xcode and Eclipse reads the same entry from its own mcp.json (Settings, then MCP). A team can commit it as .vscode/mcp.json so every clone has it:

json
{  "servers": {    "atomicreps": { "type": "stdio", "command": "npx", "args": ["-y", "atomicreps", "mcp"] }  }}

Copilot reads the server's instructions and calls rep when a task ends, the same as Cursor and Codex. Approve the four tools once and they stay approved.

How a rep is served

When your coding agent finishes a task, it calls rep once with a few words for what changed. The server picks one question, or nothing, and your agent shows it to you unchanged. Reply with a letter, or ignore it.

Under the verdict, one line names up to three other things the session touched. A number asks about one of them. "Never Swift" mutes a topic permanently. "Not this topic" mutes it for thirty days. "Unmute Swift" removes the mute. "How am I doing" prints your summary.

The server enforces the pace, not the agent. It sets a minimum gap between automatic reps, a daily cap, and mute and off. It refuses an answer typed within seconds of the question. It never includes the answer key in a rep. Every failure returns no rep rather than an error; doctor says why.

Tools

toolwhat it does
rep({ touched?, ask?, topic?, kind?, exclude? })one question, one insight, or nothing; ask takes a handle from an offer
answer({ pick, id? })the verdict, the explanation, and the offer line
me({ show? })summary, skills, reps, streak or mutes
settings({ intensity?, topics?, levels?, prefer?, mute?, muteMinutes?, days?, unmute?, dialog? })the rate, the pinned topics, the difficulty range, the preferred areas, mutes, the dialog

Handles are topic or topic.subskill (react.hooks_core). Fifty sub-skill slugs repeat across topics, so the topic is always part of the name.

settings({ dialog: true }) asks for the letter in your editor's native dialog instead of the chat. It blocks the turn, so it is a setting, never the default.

Privacy

What leaves your machine on a rep call: catalog handles with small weights. Also package, file extension and folder names the public catalog already knows. Your agent's touched words are matched to handles on your machine; the words themselves are never sent. An unknown package name is dropped. A private name (@acme/react-internal) is sent as its public alias (react). We never send your code, a file's contents, or a prompt. npx atomicreps setup prints the exact payload for your repo, before you sign in.

npx atomicreps mcp forwards each JSON-RPC message from your editor to the Atomic Reps server with your token. The answer comes back the same way. ATOMICREPS_API is honoured only for an Atomic Reps or loopback address, since your token goes wherever it points. Anything else is ignored and reported by doctor; set ATOMICREPS_UNSAFE_ORIGIN=1 to override.

Login

npx atomicreps prints a code. Type it at atomicreps.com/connect while signed in; a forwarded link approves nothing. The token is saved in ~/.config/atomicreps/config.json (mode 0600), prefixed arep_ so secret scanners find it. You can revoke it from your account page. logout forgets it; logout --purge also deletes the reps and status this machine cached, then lists every editor entry connect wrote (both channels) and removes the ones you leave ticked.

The trust boundary, and how to report a vulnerability: SECURITY.md.

Check it yourself

dist/cli.js is built from these files and nothing else. The package has no runtime dependencies.

npm installnpm run build    # writes dist/cli.js from srcnpm test         # the behaviour described above, as tests

To compare with what npm serves: npm pack atomicreps, then read its dist/cli.js beside the one you just built. Everything the client sends is in src/api.ts. Everything it reads from your repository is in src/infer.ts.

MIT.

来源:README.md,提交 df3660b

工具

0
工具元数据尚未被收录。

版本历史

1
  1. v0.1.0最新Oct 1, 2026