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Agent Skill · 研究检索

pr-report(公关报告)

pr-report 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

pr-report 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 34,616。

总安装 2,203周安装 90GitHub Stars 60,684下载 706核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:pr-report(公关报告)
来源仓库:https://github.com/paperclipai/paperclip
仓库路径:skills/pr-report
安装命令:
npx skills add https://github.com/paperclipai/paperclip --skill pr-report
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/paperclipai/paperclip --skill pr-report

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

pr-report 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词、任务场景或来源线索快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 核验具体用法。

安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写操作。pr-report 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/pr-report

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/paperclipai/paperclip --skill pr-report;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

pr-report 怎么安装?

在终端执行 npx skills add https://github.com/paperclipai/paperclip --skill pr-report。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

pr-report 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

pr-report 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

pr-report 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

pr-report 用的人多吗?

公开数据是累计安装 2,203 次,近一周安装 90 次,下载 706 次,GitHub 60,684 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

pr-report 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 来源仓库有 60,684 星,维护活跃度相对可查。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
pr-report

公关报告 · 本页

2,20360,684需要联网未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

PR Report Skill

Produce a maintainer-grade review of a PR, branch, or large contribution.

Default posture:

  • understand the change before judging it
  • explain the system as built, not just the diff
  • separate architectural problems from product-scope objections
  • make a concrete recommendation, not a vague impression

When to Use

Use this skill when the user asks for things like:

  • "review this PR deeply"
  • "explain this contribution to me"
  • "make me a report or webpage for this PR"
  • "compare this design to similar systems"
  • "should I merge this?"

Outputs

Common outputs:

  • standalone HTML report in tmp/reports/...
  • Markdown report in report/ or another requested folder
  • short maintainer summary in chat

If the user asks for a webpage, build a polished standalone HTML artifact with clear sections and readable visual hierarchy.

Resources bundled with this skill:

  • references/style-guide.md for visual direction and report presentation rules
  • assets/html-report-starter.html for a reusable standalone HTML/CSS starter

Workflow

1. Acquire and frame the target

Work from local code when possible, not just the GitHub PR page.

Gather:

  • target branch or worktree
  • diff size and changed subsystems
  • relevant repo docs, specs, and invariants
  • contributor intent if it is documented in PR text or design docs

Start by answering: what is this change *trying* to become?

2. Build a mental model of the system

Do not stop at file-by-file notes. Reconstruct the design:

  • what new runtime or contract exists
  • which layers changed: db, shared types, server, UI, CLI, docs
  • lifecycle: install, startup, execution, UI, failure, disablement
  • trust boundary: what code runs where, under what authority

For large contributions, include a tutorial-style section that teaches the system from first principles.

3. Review like a maintainer

Findings come first. Order by severity.

Prioritize:

  • behavioral regressions
  • trust or security gaps
  • misleading abstractions
  • lifecycle and operational risks
  • coupling that will be hard to unwind
  • missing tests or unverifiable claims

Always cite concrete file references when possible.

4. Distinguish the objection type

Be explicit about whether a concern is:

  • product direction
  • architecture
  • implementation quality
  • rollout strategy
  • documentation honesty

Do not hide an architectural objection inside a scope objection.

5. Compare to external precedents when needed

If the contribution introduces a framework or platform concept, compare it to similar open-source systems.

When comparing:

  • prefer official docs or source
  • focus on extension boundaries, context passing, trust model, and UI ownership
  • extract lessons, not just similarities

Good comparison questions:

  • Who owns lifecycle?
  • Who owns UI composition?
  • Is context explicit or ambient?
  • Are plugins trusted code or sandboxed code?
  • Are extension points named and typed?

6. Make the recommendation actionable

Do not stop at "merge" or "do not merge."

Choose one:

  • merge as-is
  • merge after specific redesign
  • salvage specific pieces
  • keep as design research

If rejecting or narrowing, say what should be kept.

Useful recommendation buckets:

  • keep the protocol/type model
  • redesign the UI boundary
  • narrow the initial surface area
  • defer third-party execution
  • ship a host-owned extension-point model first

7. Build the artifact

Suggested report structure:

  1. Executive summary
  2. What the PR actually adds
  3. Tutorial: how the system works
  4. Strengths
  5. Main findings
  6. Comparisons
  7. Recommendation

For HTML reports:

  • use intentional typography and color
  • make navigation easy for long reports
  • favor strong section headings and small reference labels
  • avoid generic dashboard styling

Before building from scratch, read references/style-guide.md. If a fast polished starter is helpful, begin from assets/html-report-starter.html and replace the placeholder content with the actual report.

8. Verify before handoff

Check:

  • artifact path exists
  • findings still match the actual code
  • any requested forbidden strings are absent from generated output
  • if tests were not run, say so explicitly

Review Heuristics

Plugin and platform work

Watch closely for:

  • docs claiming sandboxing while runtime executes trusted host processes
  • module-global state used to smuggle React context
  • hidden dependence on render order
  • plugins reaching into host internals instead of using explicit APIs
  • "capabilities" that are really policy labels on top of fully trusted code

Good signs

  • typed contracts shared across layers
  • explicit extension points
  • host-owned lifecycle
  • honest trust model
  • narrow first rollout with room to grow

Final Response

In chat, summarize:

  • where the report is
  • your overall call
  • the top one or two reasons
  • whether verification or tests were skipped

Keep the chat summary shorter than the report itself.

平台分布

Codex

34.08%
按下载量换算241

Claude

28.72%
按下载量换算203

Cursor

19.28%
按下载量换算136

Gemini CLI

9.46%
按下载量换算67

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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