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Agent Skill · 研究检索

agent-skills(Agent 技巧)

agent-skills 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。

agent-skills 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,权限为操作浏览器;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 68,015。

总安装 238周安装 10GitHub Stars 2下载 83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:agent-skills(Agent 技巧)
来源仓库:https://github.com/dtinth/agent-skills
仓库路径:skills/agent-skills
安装命令:
npx skills add https://github.com/dtinth/agent-skills --skill agent-skills
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/dtinth/agent-skills --skill agent-skills

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。

agent-skills 定义技能的概念、设计原则和最佳实践指南。适用于技能开发、知识管理和上下文加载等系统设计场景。强调渐进披露、按需加载和项目特定技能的组织方式。使用前需理解技能与系统的关系,合理划分全局和项目特定技能边界。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/agent-skills

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/dtinth/agent-skills --skill agent-skills;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

    它需要操作浏览器,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

agent-skills 怎么安装?

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

agent-skills 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。

agent-skills 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

agent-skills 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。

agent-skills 用的人多吗?

公开数据是累计安装 238 次,近一周安装 10 次,下载 83 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。

agent-skills 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。

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。

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
agent-skills

Agent 技巧 · 本页

2382操作浏览器未明确通过

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

What Skills Are

Skills are maps, not territory. They load relevant knowledge into context at the right moment without bloating the initial system prompt. A skill should provide enough context to work effectively without trying to be comprehensive documentation.

  • Purpose: Progressive disclosure - load context on demand
  • Length: Usually 60-100 lines of focused content
  • Structure: Minimal front matter, practical content, pointers to where knowledge lives

Project-Specific vs Global Skills

Project-specific skills (in repository .claude/skills/):

  • Live in this project's repository
  • Scope: Document this project's specific patterns, tools, and conventions (not generic best practices)
  • Freely create, update, and maintain these skills
  • To see what's available: ls -la.claude/skills/

Globally-installed skills (system-wide):

  • Broader scope: Generic tools and workflows
  • May be used across different projects and harnesses

Finding a skill's base path: When you invoke any skill, the skill harness prints the base directory at the start (e.g., "Base directory for this skill: /path/to/skill-name"). Use this to navigate to and edit the skill's files.

Workflow for improving skills:

  • Project-specific skills: Update directly as needed to improve the project
  • Globally-installed skills: Suggest improvements to the user and ask for confirmation before modifying, since these skills may be used across different projects and environments

When to Create or Update a Project-Specific Skill

Create a project-specific skill when:

  • Multiple agents will benefit from the same specialized knowledge
  • The knowledge is project-specific (not generic tutorials)
  • It addresses a common workflow or pattern (testing, i18n, deployment, etc.)
  • It would otherwise be repeated across multiple system prompts

Update a project-specific skill when:

  • Important patterns or workflows change
  • Configuration files are updated
  • New project conventions are established
  • Existing guidance is incorrect or outdated

Core Principles

1. Point to Real Code, Not Examples

  • DO: "Study existing tests in spec/controllers/ to understand patterns"
  • DON'T: Include code examples that can become outdated
  • Exception: Very short, unchanging snippets (bash commands, command syntax) are OK
  • Why: Live code is authoritative; examples rot

2. Cite Sources with Traceability

  • DO: Point to files where patterns are defined (spec/rails_helper.rb, playwright.config.ts, etc.)
  • DO: Note important configuration details from actual files
  • DON'T: Include line numbers (they change, create false precision)
  • Why: Readers can verify and understand context

3. Verify Against Reality

  • Before writing: Read actual configuration files and code
  • When uncertain: Check the implementation rather than making assumptions
  • Test claims: Ensure stated behavior matches actual behavior
  • Why: Misinformation spreads through skills; verification prevents it

4. Accuracy Over Brevity

  • DO: Use more words if it increases clarity
  • DO: Distinguish between similar concepts clearly
  • DON'T: Sacrifice precision for snappiness
  • Why: "Queuing without executing" is clearer than "just queuing them"

5. Project-Specific Over Generic

  • DO: Document how YOUR project does things ("we access helpers via App getters")
  • DON'T: Include generic best practices ("separate your concerns")
  • DO: Explain implementation details that aren't obvious from code
  • Why: Generic advice is everywhere; project specifics are valuable

6. Scaffold Exploration

  • DO: Say "study X to understand conventions"
  • DO: Explain where to find patterns ("study existing files in in spec/controllers/")
  • DON'T: Prescribe rules as if they're laws
  • Why: Real learning happens when agents explore actual code

Skill Structure

Front Matter

---
name: skill-name
description: 'Description that will be loaded into the system prompt. Must clearly state specific trigger points for when agents should use this skill. The description is the primary mechanism for triggering skill usage, so avoid generic statements like "use this for testing" and instead specify: "Use this when: (1) Running RSpec tests, (2) Debugging test failures, (3) Writing new test files."'
---

Important: The name must exactly match the folder name (e.g., folder playwright-testing → name playwright-testing).

Content Organization

  • Start with context - What is this skill about? When should it be used? What problems does it solve?
  • Organize by workflow or concept - Use clear section headers, group related information, build from simple to complex
  • Point to implementation - Reference actual files, directories, and where configuration lives
  • Suggest what to study - Direct readers to real code patterns before working
  • End with important details - Configuration notes, common patterns, edge cases, or constraints

Common Mistakes to Avoid

  1. Over-Specification - Don't include line numbers or overly specific implementation details that will change. Point to files and patterns instead.
  2. Stale Examples - Don't include code examples in the body. Point readers to actual implementations to study.
  3. Generic Advice - Don't include universal best practices. Document domain-specific patterns and conventions.
  4. Missing Context - Always clarify why something is done a certain way, not just what to do.
  5. Ignoring Reality - Verify all claims against actual code before writing. Misinformation spreads through skills.

Writing Process

  1. Study existing skills - Before creating a new skill, review existing skills in the project to understand conventions, style, and structure. This ensures consistency and prevents duplicating existing content.
  2. Understand the domain - Study existing code, configuration, and patterns in the project
  3. Identify scope - What specific knowledge should this skill contain?
  4. Map to sources - Where in the codebase or documentation does this knowledge live?
  5. Write minimally - What's the smallest amount of context needed?
  6. Verify claims - Check that everything stated matches reality by reading actual code
  7. Cite sources - Point readers to where they can learn more (files, directories, configurations)
  8. Study-driven guidance - Direct people to real implementations, don't prescribe rules

Maintenance

Skills should be updated when:

  • Configuration files change (update file references, configuration notes)
  • Patterns evolve (update guidance on how things are done)
  • New tools or approaches are adopted (add sections for new workflows)
  • Guidance is found to be incorrect (verify, fix, and understand why it was wrong)

Always verify changes against actual code before updating a skill.

平台分布

Codex

37.61%
按下载量换算31

Claude

31.34%
按下载量换算26

Cursor

17.44%
按下载量换算14

Gemini CLI

10.03%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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