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Analyze GitHub developer profiles using AI to estimate seniority level and tech stack.
# Run directly with npx
npx showmethecode <github-username>
# Or install globally
npm install -g showmethecode
showmethecode <github-username># Basic usage
npx showmethecode octocat
# With GitHub token (for private repos & higher rate limits)
npx showmethecode ikarius6 --github-token ghp_xxxxxxxxxxxx
# With Groq API key
npx showmethecode torvalds --groq-key gsk_xxxxxxxxxxxx| Option | Description |
|---|---|
| --github-token <token> | GitHub personal access token for private repos & higher rate limits |
| --groq-key <key> | Groq API key (alternative to GROQ_API_KEY env var) |
| --help | Show usage information |
| Variable | Description |
|---|---|
| GROQ_API_KEY | Your Groq API key (get it from console.groq.com) |
| GITHUB_TOKEN | Your GitHub personal access token |
Create a token at github.com/settings/tokens:
| Use Case | Required Scope |
|---|---|
| Public repos only (higher rate limits) | No scopes needed |
| Include private repositories | repo (Full control of private repositories) |
Your tokens are never stored. Both your GitHub token and Groq API key are:
This tool runs entirely on your machine—your credentials stay with you.
Seniority is based on technical skill, not popularity. Stars/forks indicate community impact, not ability.
| Level | Indicators |
|---|---|
| Junior | 1-2 languages, simple single-purpose projects, basic patterns |
| Mid-Level | 3-4 languages, multi-component projects, good code organization |
| Senior | 5+ languages, complex architectures (microservices, monorepos), well-designed patterns |
| Principal/Staff | 7+ languages with depth, framework/library creation, advanced architectural patterns |
| Superstar ⭐ | Senior or Principal level + significant community impact (high stars/forks). Parallel recognition of popularity, not higher technical level |
╔═══════════════════════════════════════════════════════════╗ ║ 🔍 Show Me The Code - Developer Analyzer ║ ╚═══════════════════════════════════════════════════════════╝ ┌─────────────────────────────────────────────────────────────┐ │ 👤 Developer Profile │ └─────────────────────────────────────────────────────────────┘ Username: @ikarius6 Name: Mr.Jack GitHub Age: 12 years Followers: 29 ┌─────────────────────────────────────────────────────────────┐ │ 🎯 Seniority Assessment │ └─────────────────────────────────────────────────────────────┘ Level: ★ Senior ★ Based on diverse language usage, consistent project structure, and active maintenance patterns...
For users with many repositories, using a GitHub token is recommended.
This tool uses Groq with the meta-llama/llama-4-scout-17b-16e-instruct model for intelligent profile analysis.
MIT
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