Agent skill

Personal Tool Builder

by benjaminasterA in benjaminasterA/antigravity-awesome-skills

Expert in building custom tools that solve your own problems first.

MITAuto-check passed

Install Personal Tool Builder

skills CLI
$ npx skills add benjaminasterA/antigravity-awesome-skills --skill personal-tool-builder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install benjaminasterA/antigravity-awesome-skills personal-tool-builder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/benjaminasterA/antigravity-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/personal-tool-builder .claude/skills/personal-tool-builder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
personal-tool-builder
GitHub stars
364
Used in
1 other repo
Token cost
~1.8k tokens
SKILL.md length
279 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
MIT

At a glance

Expert in building custom tools that solve your own problems first.

  • SKILL.md covers Capabilities and Patterns
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Personal Tool Builder is an agent skill from benjaminasterA/antigravity-awesome-skills. Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i...

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: antigravity-awesome-skills. The licence is MIT.

Example prompts

  • “/personal-tool-builder”

Requirements

  • Python 3
  • Node.js
  • Docker

What it can do on your machine

Read from SKILL.md and the folder at commit 46a9c2d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript and python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Personal Tool Builder loads about 1.8k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 279 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from benjaminasterA/antigravity-awesome-skills at commit 46a9c2d, republished under its MIT licence (© benjaminasterA). 279 words, ~1,756 tokens.

Download SKILL.mdSave it as .claude/skills/personal-tool-builder/SKILL.md (or your agent's skills folder).
name
personal-tool-builder
description
Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i...
source
vibeship-spawner-skills (Apache 2.0)
risk
unknown

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

javascript
## 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

python
## CLI Tool Stack

### Node.js CLI Stack
```javascript
// 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
python
# 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
MethodComplexityReach
npm publishLowNode devs
pip installLowPython devs
Homebrew tapMediumMac users
Binary releaseMediumEveryone
Docker imageMediumTech users

### Local-First Apps

Apps that work offline and own your data

**When to use**: When building personal productivity apps

```python
## 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
```javascript
// 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
javascript
// 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

| Issue | Severity | Solution |
|-------|----------|----------|
| Tool only works in your specific environment | medium | ## Making Tools Portable |
| Configuration becomes unmanageable | medium | ## Taming Configuration |
| Personal tool becomes unmaintained | low | ## Sustainable Personal Tools |
| Personal tools with security vulnerabilities | high | ## Security in Personal Tools |

## Related Skills

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

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

© benjaminasterA, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/personal-tool-builder of benjaminasterA/antigravity-awesome-skills.

Open the folder on GitHubat commit 46a9c2d

Used in 1 other repository

We found 3 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in benjaminasterA/antigravity-awesome-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Personal Tool Builder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Personal Tool Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Personal Tool Builder this skillbenjaminasterA/antigravity-awesome-skills3641 repos~1.8kAutomated safety check: PassMIT
Team Builderaffaan-m/ECC274k1 repos~1.8kAutomated safety check: PassMIT
Team Builderaffaan-m/ECC274k1 repos~808Automated safety check: PassMIT
Dashboard Builderaffaan-m/ECC274k—~221Automated safety check: PassMIT
Dashboard Builderaffaan-m/ECC274k—~279Automated safety check: PassMIT
Team Builderaffaan-m/ECC274k—~1.1kAutomated safety check: PassMIT

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Questions about Personal Tool Builder

What does Personal Tool Builder do?

Expert in building custom tools that solve your own problems first. Personal Tool Builder is an agent skill from benjaminasterA/antigravity-awesome-skills. Expert in building custom tools that solve your own problems first.

How do I install Personal Tool Builder in Claude Code?

Run `npx skills add benjaminasterA/antigravity-awesome-skills --skill personal-tool-builder -a claude-code`. Or copy the skill folder (skills/personal-tool-builder in benjaminasterA/antigravity-awesome-skills) into .claude/skills/personal-tool-builder in your project. Claude Code loads it when a task matches its description.

How do I install Personal Tool Builder in Codex?

Run `npx skills add benjaminasterA/antigravity-awesome-skills --skill personal-tool-builder -a codex`. Or copy the skill folder (skills/personal-tool-builder in benjaminasterA/antigravity-awesome-skills) into .agents/skills/personal-tool-builder in your project. Codex loads it when a task matches its description.

Can I use Personal Tool Builder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add benjaminasterA/antigravity-awesome-skills --skill personal-tool-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/personal-tool-builder, .gemini/skills/personal-tool-builder, .github/skills/personal-tool-builder and .opencode/skills/personal-tool-builder in your project.

What does Personal Tool Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Personal Tool Builder is instructions for the agent only. Our summary lists: Python 3; Node.js; Docker.

Does Personal Tool Builder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Personal Tool Builder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Personal Tool Builder use?

Personal Tool Builder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Personal Tool Builder use?

About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Personal Tool Builder?

Skills that share tags, products or a category with Personal Tool Builder: Team Builder (affaan-m/ECC, 274k stars), Team Builder (affaan-m/ECC, 274k stars), Dashboard Builder (affaan-m/ECC, 274k stars) and Dashboard Builder (affaan-m/ECC, 274k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Personal Tool Builder?

benjaminasterA (a GitHub user) maintains it in benjaminasterA/antigravity-awesome-skills, which has 364 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on October 6, 2026.

Source: benjaminasterA/antigravity-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.