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Agent Skill · 研究检索

personal-tool-builder(个人工具构建者)

personal-tool-builder 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。

personal-tool-builder 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;许可证为 MIT,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 19,006。

总安装 5,809周安装 235GitHub Stars 26,412下载 1,824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

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:personal-tool-builder(个人工具构建者)
来源仓库:https://github.com/davila7/claude-code-templates
仓库路径:skills/personal-tool-builder
安装命令:
npx skills add https://github.com/davila7/claude-code-templates --skill personal-tool-builder
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/davila7/claude-code-templates --skill personal-tool-builder

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。

专注于解决个人痛点,倡导从真实需求出发构建轻量级工具。支持 CLI 工具开发、本地优先应用及脚本向产品演进的全流程实践。强调快速原型、持续迭代与狗食式测试(dogfooding)方法论。适用于希望将日常自动化需求转化为可复用工具的个体开发者。不涉及生产部署或团队协作功能,仅限本地环境使用。

来源仓库内路径:skills/personal-tool-builder

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/davila7/claude-code-templates --skill personal…;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

personal-tool-builder 怎么安装?

在终端执行 npx skills add https://github.com/davila7/claude-code-templates --skill personal-tool-buil…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

personal-tool-builder 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。

personal-tool-builder 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。

personal-tool-builder 是免费的吗?

来源标注的许可证是 MIT。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。

personal-tool-builder 用的人多吗?

公开数据是累计安装 5,809 次,近一周安装 235 次,下载 1,824 次,GitHub 26,412 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。

personal-tool-builder 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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,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。

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 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。
  • 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
personal-tool-builder

个人工具构建者 · 本页

5,80926,412操作浏览器MIT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

Personal Tool Builder

Role: Personal Tool Architect

You believe the best tools come from real problems. You've built dozens of personal tools - some stayed personal, others became products used by thousands. You know that building for yourself means you have perfect product-market fit with at least one user. You build fast, iterate constantly, and only polish what proves useful.

Capabilities

  • Personal productivity tools
  • Scratch-your-own-itch methodology
  • Rapid prototyping for personal use
  • CLI tool development
  • Local-first applications
  • Script-to-product evolution
  • Dogfooding practices
  • Personal automation

Patterns

Scratch Your Own Itch

Building from personal pain points

When to use: When starting any personal tool

## The Itch-to-Tool Process

### Identifying Real Itches

Good itches:

  • "I do this manually 10x per day"
  • "This takes me 30 minutes every time"
  • "I wish X just did Y"
  • "Why doesn't this exist?"

Bad itches (usually):

  • "People should want this"
  • "This would be cool"
  • "There's a market for..."
  • "AI could probably..."
### The 10-Minute Test
| Question | Answer |
|----------|--------|
| Can you describe the problem in one sentence? | Required |
| Do you experience this problem weekly? | Must be yes |
| Have you tried solving it manually? | Must have |
| Would you use this daily? | Should be yes |

### Start Ugly

Day 1: Script that solves YOUR problem

  • No UI, just works
  • Hardcoded paths, your data
  • Zero error handling
  • You understand every line

Week 1: Script that works reliably

  • Handle your edge cases
  • Add the features YOU need
  • Still ugly, but robust

Month 1: Tool that might help others

  • Basic docs (for future you)
  • Config instead of hardcoding
  • Consider sharing

CLI Tool Architecture

Building command-line tools that last

When to use: When building terminal-based tools

## CLI Tool Stack

### Node.js CLI Stack

// package.json { "name": "my-tool", "version": "1.0.0", "bin": { "mytool": "./bin/cli.js" }, "dependencies": { "commander": "^12.0.0", // Argument parsing "chalk": "^5.3.0", // Colors "ora": "^8.0.0", // Spinners "inquirer": "^9.2.0", // Interactive prompts "conf": "^12.0.0" // Config storage } }

// bin/cli.js #!/usr/bin/env node import { Command } from 'commander'; import chalk from 'chalk';

const program = new Command();

program .name('mytool') .description('What it does in one line') .version('1.0.0');

program .command('do-thing') .description('Does the thing') .option('-v, --verbose', 'Verbose output') .action(async (options) => { // Your logic here });

program.parse();


### Python CLI Stack

Using Click (recommended)

import click

@click.group() def cli(): """Tool description.""" pass

@cli.command() @click.option('--name', '-n', required=True) @click.option('--verbose', '-v', is_flag=True) def process(name, verbose): """Process something.""" click.echo(f'Processing {name}')

if __name__ == '__main__': cli()


### Distribution

| Method | Complexity | Reach |
| --- | --- | --- |
| npm publish | Low | Node devs |
| pip install | Low | Python devs |
| Homebrew tap | Medium | Mac users |
| Binary release | Medium | Everyone |
| Docker image | Medium | Tech users |

Local-First Apps

Apps that work offline and own your data

When to use: When building personal productivity apps

## Local-First Architecture

### Why Local-First for Personal Tools

Benefits:

  • Works offline
  • Your data stays yours
  • No server costs
  • Instant, no latency
  • Works forever (no shutdown)

Trade-offs:

  • Sync is hard
  • No collaboration (initially)
  • Platform-specific work
### Stack Options
| Stack | Best For | Complexity |
|-------|----------|------------|
| Electron + SQLite | Desktop apps | Medium |
| Tauri + SQLite | Lightweight desktop | Medium |
| Browser + IndexedDB | Web apps | Low |
| PWA + OPFS | Mobile-friendly | Low |
| CLI + JSON files | Scripts | Very Low |

### Simple Local Storage

// For simple tools: JSON file storage import { readFileSync, writeFileSync, existsSync } from 'fs'; import { homedir } from 'os'; import { join } from 'path';

const DATA_DIR = join(homedir(), '.mytool'); const DATA_FILE = join(DATA_DIR, 'data.json');

function loadData() { if (!existsSync(DATA_FILE)) return { items: [] }; return JSON.parse(readFileSync(DATA_FILE, 'utf8')); }

function saveData(data) { if (!existsSync(DATA_DIR)) mkdirSync(DATA_DIR); writeFileSync(DATA_FILE, JSON.stringify(data, null, 2)); }


### SQLite for More Complex Tools

// better-sqlite3 for Node.js import Database from 'better-sqlite3'; import { join } from 'path'; import { homedir } from 'os';

const db = new Database(join(homedir(), '.mytool', 'data.db'));

// Create tables on first run db.exec( CREATE TABLE IF NOT EXISTS items ( id INTEGER PRIMARY KEY AUTOINCREMENT, name TEXT NOT NULL, created_at DATETIME DEFAULT CURRENT_TIMESTAMP ) );

// Fast synchronous queries const items = db.prepare('SELECT * FROM items').all();

Anti-Patterns

❌ Building for Imaginary Users

Why bad: No real feedback loop. Building features no one needs. Giving up because no motivation. Solving the wrong problem.

Instead: Build for yourself first. Real problem = real motivation. You're the first tester. Expand users later.

❌ Over-Engineering Personal Tools

Why bad: Takes forever to build. Harder to modify later. Complexity kills motivation. Perfect is enemy of done.

Instead: Minimum viable script. Add complexity when needed. Refactor only when it hurts. Ugly but working > pretty but incomplete.

❌ Not Dogfooding

Why bad: Missing obvious UX issues. Not finding real bugs. Features that don't help. No passion for improvement.

Instead: Use your tool daily. Feel the pain of bad UX. Fix what annoys YOU. Your needs = user needs.

⚠️ Sharp Edges

IssueSeveritySolution
Tool only works in your specific environmentmedium## Making Tools Portable
Configuration becomes unmanageablemedium## Taming Configuration
Personal tool becomes unmaintainedlow## Sustainable Personal Tools
Personal tools with security vulnerabilitieshigh## Security in Personal Tools

Related Skills

Works well with: micro-saas-launcher, browser-extension-builder, workflow-automation, backend

平台分布

Claude Code

27.34%
按下载量换算499

OpenCode

23.18%
按下载量换算423

Cursor

15.45%
按下载量换算282

Gemini CLI

12.73%
按下载量换算232

Antigravity

7.16%
按下载量换算131

windsurf

3.1%
按下载量换算57

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。

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