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Agent Skill · 研究检索

builder-review-loop(建设者审查循环)

builder-review-loop 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。

builder-review-loop 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,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 69,522。

总安装 218周安装 9GitHub Stars 公开资料未说明下载 71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:builder-review-loop(建设者审查循环)
来源仓库:https://github.com/marclelamy/skills
仓库路径:skills/builder-review-loop
安装命令:
npx skills add https://github.com/marclelamy/skills --skill builder-review-loop
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/marclelamy/skills --skill builder-review-loop

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。

用于查找、检索和筛选相关信息。适合在关键词搜索、任务场景或来源线索下快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。安装前建议确认权限范围、维护状态及是否触发联网或文件读写。builder-review-loop 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/builder-review-loop

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/marclelamy/skills --skill builder-review-loop;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

builder-review-loop 怎么安装?

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

builder-review-loop 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。

builder-review-loop 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

builder-review-loop 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。

builder-review-loop 用的人多吗?

公开数据是累计安装 218 次,近一周安装 9 次,下载 71 次。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。

builder-review-loop 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

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。
  • 只想先试试效果、不希望它改动本地文件的人。

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
builder-review-loop

建设者审查循环 · 本页

218—只读未明确通过

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

Builder Review Loop

Use a two-agent workflow:

  • The builder agent implements the requested slice.
  • The reviewer agent reads the real files, not just the summary, and helps the user decide whether to fix, defer, revert, or proceed.
  • The human owns scope and final decisions.

Core Rules

  • Treat the builder summary as a claim, not proof. Read the touched files.
  • Findings come first. Prioritize bugs, regressions, scope drift, and contract breaks over style.
  • Separate must fix now from can defer.
  • Keep prompts narrow: one bug fix or one feature slice at a time.
  • Do not silently reopen product or architecture decisions that the user already made.
  • Prefer a fresh conversation when context is bloated and the next agent can reconstruct state from the code.

Review Workflow

  1. Read the builder summary and exact files changed.
  2. Read the touched files plus the nearest neighboring files needed to verify the claims.
  3. Classify findings:

- High: wrong behavior, data loss, broken contract, serious regression. - Medium: incomplete slice, UX mismatch, race condition, unsafe assumption. - Low: cleanup, naming, minor debt, acceptable temporary duplication.

  1. Answer the user’s direct questions plainly:

- Is the change good enough to keep? - Fix now or move on? - Is something missing? - Was something included that should not be here? - Fresh conversation or existing one?

  1. If there are no blocking findings, say so explicitly and name the next slice.

Review Rubric

Check these in order:

  • Does the code actually do what the summary claims?
  • Did the builder stay within the requested scope?
  • Does it match the locked contracts, master plan, and latest user decisions?
  • Is there hidden hardcoding or architecture drift?
  • Are UI truth and runtime truth reading from the same source of truth?
  • Can the change lose, overwrite, or fabricate user state?
  • Is the remaining debt acceptable for the current phase?

Decision Rules

  • Fix now if the issue causes incorrect behavior, lost state, misleading UX, invalid persistence, or contract breakage.
  • Defer if the issue is real but isolated, understood, and does not poison the next slice.
  • Revert only if the direction is wrong, scope exploded, or the change makes the architecture harder to recover.
  • Proceed when the slice is coherent and only minor follow-up debt remains.

Prompt Writing Rules

Every next-step prompt should include:

  • The current goal in one sentence
  • The context about the feature or bugfix
  • Exact files to read first
  • The specific bug or missing behavior
  • Clear constraints on what not to touch
  • Acceptance criteria
  • Required verification
  • Expected final response shape

Do not write vague prompts like:

  • "make it cleaner"
  • "make it more dynamic"
  • "improve the architecture"

Handoff Rule

Use a fresh conversation when:

  • The context window is crowded
  • A new feature slice is starting
  • Several review rounds have already happened
  • The next agent can recover truth from the code and current files

Reuse the same conversation when:

  • The follow-up is tiny and local
  • The same bug is being fixed
  • The recent reasoning still matters more than the code state

Default Response Shape

Use this structure:

  1. Findings
  2. Answer
  3. Next step
  4. Prompt
  5. Fresh vs existing conversation

Prompt Template

We are continuing a phased implementation. This task is intentionally narrow.

Read these files first:
- ...
- ...

Current issue:
- ...

What to change:
- ...

Constraints:
- Do not ...
- Keep ...
- Stay within ...

Acceptance criteria:
- ...
- ...

Verification:
- Run ...
- Report exact files changed
- Explain the root cause and why the fix works

平台分布

Codex

33.34%
按下载量换算24

Claude

31.01%
按下载量换算22

Cursor

17.23%
按下载量换算12

Gemini CLI

8.8%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。目前只有一个公开来源,建议同时核对源仓库。

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