sift Docs / sift 文档

English

sift is a cost-controlled open-source project auditor for dependency and repository intake. It is built around a tiered funnel: static AST dehydration first, deterministic local findings second, and large-model convergence only after the input has been reduced.

The primary product surface is a local CLI that can inspect a project path or safely fetch a GitHub repository before setup, install, build, or agent execution:

sift ./repo --agent-gate
sift ./repo --benchmark
sift github owner/repo --ref main --agent-gate

The deterministic agent gate emits a stable pre-run verdict:

VERDICT: ACCEPT | CAUTION | REJECT | INCOMPLETE
SAFE_TO_AGENT_RUN: yes | no

• English Overview
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中文

sift 是一个面向依赖引入和仓库预审的可控成本开源项目审计器。它先做静态 AST 脱水，再生成确定性本地发现，最后只把压缩后的输入交给大模型收敛。

主要入口是本地 CLI：可以审本地项目，也可以在 setup、install、build 或 agent 执行之前安全获取 GitHub 仓库并做门禁判断。

sift ./repo --agent-gate
sift ./repo --benchmark
sift github owner/repo --ref main --agent-gate

确定性 agent gate 输出稳定预运行 verdict：

VERDICT: ACCEPT | CAUTION | REJECT | INCOMPLETE
SAFE_TO_AGENT_RUN: yes | no

• 中文概览
• 路线图
• 贡献者手册