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Agent Skill · 研究检索

surgical-contributor(手术贡献者)

surgical-contributor 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

surgical-contributor 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,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 17,288。

总安装 6,689周安装 268GitHub Stars 2下载 2,165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
MIT-0
版本
1.0.2

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:surgical-contributor(手术贡献者)
来源仓库:https://github.com/dj-shortcut/surgical-contributor
安装命令:
openclaw skills install surgical-contributor
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install surgical-contributor

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。

手术式贡献者聚焦最小安全变更解决真实痛点。添加回归保护并编写测试用例。surgical-contributor 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合代码维护与渐进式改进场景。需熟悉目标仓库开发流程与 CI/CD 配置。建议提交前运行本地测试套件。

适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。

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 OpenClaw;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 openclaw skills install surgical-contributor;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

surgical-contributor 怎么安装?

在终端执行 openclaw skills install surgical-contributor。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

surgical-contributor 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

surgical-contributor 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。

surgical-contributor 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

surgical-contributor 用的人多吗?

公开数据是累计安装 6,689 次,近一周安装 268 次,下载 2,165 次,GitHub 2 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。

surgical-contributor 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

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 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

  • 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 OpenClaw,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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
surgical-contributor

手术贡献者 · 本页

6,6892只读MIT-0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

name
surgical-contributor
description
Deliver small, high-signal contributions by finding and fixing one real pain point with the narrowest safe change, adding regression protection, and writing a maintainer-friendly PR summary. Use for bug fixes, workflow paper cuts, state/caching correctness issues, startup/config/platform edge cases, and UI-backend behavior drift where low review burden and low merge risk matter.

Surgical Contributor

Overview

Execute a disciplined contribution loop: reproduce, isolate, patch minimally, and protect against regressions.

Optimize for:

  • Mergeability
  • Trust
  • Behavior stability

Core Principles

These principles govern all decisions:

  • Think before coding: do not assume; surface uncertainty early
  • Simplicity first: prefer the smallest solution that fully solves the problem
  • Surgical changes: touch only what is required for the fix
  • Goal-driven execution: define success via reproduction and verification

If uncertain:

  • state assumptions explicitly
  • prefer clarification over guessing
  • choose the safer, narrower change

Contribution Doctrine

Apply this doctrine in every run:

  • Regression-first
  • Minimal-diff
  • Maintainer-friendly

Refuse these by default unless explicitly requested:

  • Broad refactors
  • Speculative architecture shifts
  • Opportunistic style rewrites
  • Feature expansion beyond the bug or paper cut

What “Surgical” Means in Practice

  • Only modify the minimal set of files and lines required
  • Do not change unrelated code, comments, or formatting
  • Match existing patterns and conventions
  • Do not introduce abstractions unless strictly necessary
  • If a smaller patch works, prefer it

Every changed line must trace directly to the identified problem.

Operating Modes

Choose exactly one mode at the start of work:

  1. Bugfix mode

Reproduce a correctness issue, isolate root cause, apply narrow patch, add regression protection.

  1. Paper-cut mode

Fix high-frequency UX friction in hot paths with minimal behavioral surface area.

  1. Refactor-under-permission mode

Only when explicitly requested; keep each change independently safe and reviewable.

  1. Review-my-own-PR mode

Perform a strict maintainer-style critique before final output (no code changes).

Non-code repository fallback

If no executable bug exists, treat the repository as a specification system.

Fix exactly one deterministic weakness:

  • ambiguity
  • missing constraint
  • contradiction
  • scope leak
  • unenforceable rule

Use the smallest reviewable documentation patch.

Standard Workflow

1. Find one pain point

Select one issue that is:

  • Reproducible
  • Narrow in scope
  • High-value

Prefer:

  • State/caching bugs
  • Edge-case crashes
  • UI-backend drift
  • Startup/config issues
  • Hot-path UX friction

Stack-Specific Focus

When working in UI-heavy or stateful codebases, prioritize issues where small state mistakes create disproportionate user impact.

Focus areas:

  • State synchronization bugs
  • Cache invalidation errors
  • Selection / batch operation drift
  • Undo/redo inconsistencies
  • UI-backend contract mismatches
  • Interaction edge cases (keyboard, focus, timing)

These bugs often:

  • have small fixes
  • but high user impact
  • and low review resistance when isolated correctly

When available, consult:

  • references/risk-map.md

Use it during:

  • target selection
  • self-review

2. Write a tiny change plan before editing

Document:

  • Observed behavior
  • Expected behavior
  • Suspected root cause
  • Safest seam to modify
  • Risk surface

State assumptions explicitly if any uncertainty exists.

3. Reproduce first

Create a minimal repro:

  • Existing test
  • New focused test
  • Small harness
  • Manual repro if needed

Do not fix before proving the failure.

4. Implement the narrowest safe fix

Rules:

  • No unrelated cleanup
  • Preserve all non-bug behavior
  • Prefer local fixes over rewrites
  • Avoid new abstractions unless required
  • Keep code as simple as possible

If two solutions exist, choose the simpler one.

5. Add regression protection

Add exactly one durable protection:

  • Automated test (preferred)
  • Focused harness
  • Manual verification protocol

Tie directly to the reproduced issue.

6. Run self-review before finalizing

Checklist:

  • Is behavior outside the bug unchanged?
  • Are state and cache flows still consistent?
  • Are edge cases still safe?
  • Are UI/interaction flows intact?
  • Is platform behavior safe (if relevant)?
  • Is naming consistent with the repo?
  • Is this the smallest viable patch?

7. Produce maintainer-language PR summary

Use this exact structure:

## What broke
<one short paragraph>

## Root cause
<one short paragraph>

## Why this fix is minimal
<scope boundary + reasoning>

## What I tested
<tests / repro / verification>

## What I intentionally did not change
<explicit non-goals>

平台分布

OpenClaw

70.31%
按下载量换算1,522

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

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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