zsxh1990/pr-genius

Name: zsxh1990/pr-genius
Author: zsxh1990

Plugin插件 Native原生 ⭐ 3 MIT Memory & Knowledge记忆与知识库 Dev Workflow开发与代码工作流

PR Genius — 提交前改进顾问 + 大型开源项目 PR 知识库

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

PR Genius is an evidence-backed PR contribution advisor that ships as an MCP server, compatible with any MCP-supporting AI coding agent including DeepSeek Harness (DSH). It includes 1355 pre-curated patterns sourced from 61 popular open source repositories, with 668 anti-patterns that commonly lead to PR rejection and 687 patterns that are associated with successful PR merges. To start using it with DSH or any other MCP-compatible agent, you just add the MCP server configuration pointing to the locally installed PR Genius package, which is available via PyPI or pre-built Docker.

PR Genius is built for professional open source contributors and AI coding agents that manage outbound PRs submitted to third-party upstream repositories. It runs a daily status heartbeat via cron that automatically classifies open PRs into 9 distinct states, flagging common issues like needs rebase, failing CI, stale review, or no response from maintainers. It also surfaces clear actionable next steps for each status, so contributors always know when to fix issues, ping maintainers, continue waiting, or abandon a stalled PR entirely.

To install PR Genius locally for use with your agent, you first need Python 3.9 or newer installed on your local development system. Run pip install prgenius-core to install the latest stable version from PyPI, then add the pre-configured MCP server configuration to your agent’s config file. The project is released under the permissive MIT open source license, covers over 35 popular large open source projects, and all 1355 included patterns have a 100% quality pass rate. It can also be deployed via pre-built Docker or used as a GitHub Action for automated PR checks in any user repository.

PR Genius 是一个基于预收集模式的 PR 贡献分析顾问，以 MCP 服务器形式提供服务，可集成到支持 MCP 协议的 AI 编码代理中，包括 DSH 等多个平台。它内置了来自 61 个开源仓库的 1355 个模式，其中包含 668 个反模式（PR 被拒常见原因）和 687 个成功模式，能够为待提交的 PR 提供基于证据的合入概率分析与风险提示。

这款工具主要面向专业开源贡献者和 AI 编码代理，帮助用户管理提交到其他上游仓库的出站 PR，支持日常状态心跳检测：它会自动识别需要变基、CI 失败、审查停滞、无回应等多种状态，给出对应的后续操作建议，还支持获取特定仓库的维护者偏好策略，帮助贡献者提前规避 PR 被拒的常见问题。

它基于 Python 开发，要求 Python 3.9 及以上版本，可通过 pip 安装，也支持 Docker 容器部署和 GitHub Action 集成到 CI 流程。项目采用 MIT 许可证开源，目前已覆盖 35 个以上热门开源仓库，所有模式均通过质量检测，通过率 100%，用户配置 MCP 即可开始使用。

View on GitHub在 GitHub 查看

Send to your DSH发给你的 DSH 安装

请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】，检查通过再动手。

插件：pr-genius（zsxh1990/pr-genius）
仓库：https://github.com/zsxh1990/pr-genius
本站详情页：https://www.yhbd.top/plugins/zsxh1990-pr-genius/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证 MIT · ⭐ 3 · 最近提交 2026-09-28 · 主语言 Python

按下面顺序执行，每步先把结论告诉我，再进入下一步：

【1 兼容性检查】
① 我这边：DSH 版本、Node 版本、操作系统、当前 profile（web / desktop）。
② 读它的 README、package.json、插件 manifest，列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对，结论只写「满足 / 不满足 / 未知」三种；不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突：命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。

【2 安全性检查】
① 仓库可信度：和上面「本站登记」是否一致；star / fork 数、创建时间、最近提交，是否归档或长期停更。
② 安装脚本：逐行看 package.json 的 preinstall / install / postinstall，以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名，立刻停下来告诉我，不要继续装。
③ 依赖：列出新增依赖，标出无人维护、或与知名包拼写近似的可疑包（typosquatting）。
④ 权限与副作用：它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限（filesystem / network / shell / clipboard 等），以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限，或权限明显超出功能所需，先停下来问我。

【3 安装】
上面两步没有「不满足」和「高危项」时才执行；用官方推荐方式安装，不要自行提权。

【4 汇报】
用表格输出：检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜，也不要替我决定。

Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH：它会先核对兼容性与安全性（逐条给「满足 / 不满足 / 未知」），确认没问题再安装，有高危项会停下来问你。框内可滚动，复制到的是完整提示词；安装命令不一定准确，发给 DSH 更稳。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意

Only 3 stars - very few users, little community feedback星标只有 3，几乎没人在用，遇到问题缺少社区反馈

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 add pr-genius

把 zsxh1990/pr-genius 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

15.1 KB · 缓存于 2026-10-03 22:11:44 · 15.1 KB

type: Knowledge Bundle title: PR Genius — Pre-submission PR Advisor description: Evidence-backed PR contribution advisor for large open-source projects version: 2.1.5 created: 2026-07-01 updated: 2026-09-05 author: zsxh1990 conforms_to: OKF v0.1 (Sudhakaran88/okf-conformance) + agent_guidelines extension

mcp-name: io.github.zsxh1990/pr-genius

PR Genius — The advisor that knows which PRs get closed

943 loaded patterns across 67 repos. (Trigger coverage — how often rules fire on real PRs — is measured separately by scripts/measure_pattern_coverage.py, issue #66. There is no "quality pass rate" claim here: it is not measurable for the current set, so it is not asserted.) Clone → paste MCP config → ask "Should I open this PR to encode/httpx?"

🎯 What is PR Genius?

PR Genius is not a PR dashboard. It's an Outbound PR CRM for professional OSS contributors and AI agents:

Manage PRs you've submitted to other repos — when to fix CI, rebase, wait, ping, or abandon.

PR Genius is also a DSH (Cordis) plugin that slots into the DeepSeek Harness chat sidebar, advisor panel, session tab, preferences section, and /prgenius slash-command. See 🧩 DSH Plugin below.

Capability	`gh` CLI	PR Genius
Cross-repo PR list	✅	✅
Status classification	❌	✅ (9 states)
Stale detection	❌	✅
Action suggestions	❌	✅
Common OSS PR policy	❌	✅
Snapshot & transitions	❌	✅

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 →

渲染基于仓库 zsxh1990/pr-genius 的 README.md。在 GitHub 查看原文 →