skill-builder
Analyze how you work → build automations that actually run. One skill per day for Claude Code, Codex, Cursor.
Install / Use
claude mcp add Scottpedia0 -- npx -y github:Scottpedia0/skill-builderIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of skill-builder
skill-builder scores 71/100 on our quality scale, 2654th of 2,880 Automation skills we index.
Its MCP Server is 4.9 KB long, well organised into 17 sections with 7 code examples: a solid amount of guidance for an agent.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 5 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
- Our last check on 2026-09-23 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 78/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-10-03. Automated pattern scan on 2026-10-03. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
skill-builder compared with similar skills
All 4 of these similar skills score higher than skill-builder; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| skill-builder (this skill)by Scottpedia0 | 71 | 3 | 5mo ago | MCP Server |
| Agent-Reachby Panniantong | 100 | 110.0k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 79.1k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.8k | 1d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 99.4k | 2d ago | MCP Server |
Frequently asked questions
- How do I install skill-builder?
- Run
claude mcp add Scottpedia0 -- npx -y github:Scottpedia0/skill-builder. The install tabs above show the steps for each supported agent. - Which AI agents does skill-builder work with?
- It is written for Claude Code, Claude Desktop, Cursor and OpenAI Codex, as a MCP Server file. Other agents that read the same format can often use it too.
- Is skill-builder safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 78/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is skill-builder still maintained?
- The repository was last updated about 5 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
Skill content
View source on GitHubskill-builder
Reads your shell history, git commits, browser history, and Claude Code conversation logs. Finds patterns you repeat. Generates working skills (slash commands) you can install in Claude Code, Codex, Cursor, or any agent that reads markdown.
Has 15 built-in skills. If you add an API key, it uses an LLM to generate skills for any pattern it finds — not just the built-in ones.
Built this in a day for our own use. If you find it useful, make it better.
Screenshots
Discovery — patterns found across your data sources, ranked by confidence:

Skill Builder — preview and install skills with one click:

MCP Builder — generate complete MCP server projects from a form:

Connections — plug in API keys and data sources:

Quick Start
git clone https://github.com/Scottpedia0/skill-builder.git
cd skill-builder
npm install
# See what it finds on your machine (reads shell history + git automatically)
node bin/cli.mjs suggest
# Preview a skill before installing
node bin/cli.mjs implement pr-dashboard --dry-run
# Install it
node bin/cli.mjs implement pr-dashboard
# → writes to ~/.claude/commands/pr-dashboard.md
If you don't have shell history or want to test with sample data:
node scripts/generate-demo-db.mjs
node bin/cli.mjs suggest --days 7
What It Does
Reads data from your machine → finds things you do repeatedly → suggests skills to automate them.
Shell history ──┐
Git commits ────┤
Browser URLs ───┤──→ Analyzer ──→ Suggester ──→ Generator ──→ skill.md
Claude threads ─┤
Telemetry ──────┘
Without an API key: 15 built-in skills install instantly (marked ✅).
With an API key: The LLM generates a custom skill for any pattern (marked 🤖). Tested with OpenRouter, Anthropic, Google, OpenAI.
Commands
skill-builder suggest # see all suggestions
skill-builder daily # one per day, no repeats
skill-builder implement <id> # build and install a skill
skill-builder list # show built-in skills
skill-builder --help # all options
--dry-run previews without installing. --days N controls the analysis window.
Built-in Skills
| Skill | What it does | |-------|-------------| | pr-dashboard | PR/CI summary across your GitHub repos | | meeting-auto-brief | Pre-meeting context from calendar + git + GitHub | | model-cost-monitor | API spend check (OpenRouter, Anthropic) | | credential-audit | Test your API keys, flag broken ones | | slack-integration-health | Check Slack bot auth and rate limits | | tab-audit | Find stale browser tabs from Chrome/Arc history | | video-cataloger | Index local recordings by date and size | | gmail-templates | Email templates for follow-ups, intros, updates | | git-cleanup | Delete merged branches, prune remote refs | | dep-update | Check outdated packages, security audit | | port-killer | Kill processes on dev ports (EADDRINUSE fix) | | docker-reset | Stop all containers, prune, reclaim disk | | env-check | Compare .env.example vs .env, find missing vars | | log-search | Search log files for recent errors | | db-snapshot | Backup SQLite/PostgreSQL before migrations |
Data Sources
These work automatically — no setup:
- Shell history — zsh, bash, fish. Finds repeated commands and sequences.
- Git history — commit patterns, files that change together.
- Browser history — Chrome, Arc, Brave, Edge. Frequent URLs and repeated searches.
- Claude Code threads — reads
~/.claude/conversation logs. Finds prompts you repeat.
Optional:
- Cowork.ai telemetry — app usage, context switches, keystrokes. Set
telemetryDbin config.
LLM Generation
Add an API key to ~/.skill-builder/config.json and the tool generates skills for any pattern, not just the 15 built-in ones:
{
"keys": { "openrouter": "sk-or-..." },
"analysisModel": "openrouter-auto"
}
Supports: OpenRouter, Anthropic, Google (Gemini), OpenAI. The generated skills have real error handling, not templates.
Web UI
node ui/server.mjs # start API on :3456
cd ui && npm install && npm run dev # start React UI on :3000
Four views: Discovery (suggestions), Skill Builder (install/manage), MCP Builder (generate MCP servers), Connections (API keys + data sources).
Adding Skills
Add a function to lib/generator.mjs:
const IMPLEMENTATIONS = {
"your-skill": (s, config) => `---
name: your-skill
description: "When to use this"
---
# Your Skill
\`\`\`bash
echo "real commands here"
\`\`\`
`,
};
Or just add an API key and the LLM handles it.
Contributing
PRs welcome. Add a data source analyzer, add a built-in skill, fix a bug, improve a prompt. The code is straightforward — each analyzer is a standalone file in lib/, each skill is a function in lib/generator.mjs.
License
MIT
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
