
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.
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
在 SourceWeft 中
- 打开 控制台中的 Atomicreps,将其添加到工作区。
- 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.
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:
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:
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
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.
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版本历史
1- v0.1.0最新Oct 1, 2026

