Skills Dashboard Generator

Scrape the skills.sh registry and produce an interactive Plotly.js dashboard showing who publishes the most skills, who has the most installs, and how adoption is distributed.

When to Use This Skill

• Generating a fresh snapshot of the skills.sh ecosystem
• Comparing publishers by skill count vs install count
• Exploring the power-law distribution of skill adoption
• Answering "who dominates the skills ecosystem?"

How It Works

1. Scrape - Fetch https://skills.sh/api/search with broad 2-char queries to discover all skills
2. Aggregate - Group by owner (GitHub org/user) and repo, compute counts and totals
3. Render - Generate a self-contained HTML file with Plotly.js charts

Running

Generate the dashboard with the scraper script:

python3 scripts/scrape_and_build.py

This writes index.html to the current directory.

To write to a specific path:

python3 scripts/scrape_and_build.py --output /path/to/dashboard.html

Dashboard Contents

Chart	What It Shows
Treemap	Install share by publisher, click to drill into individual skills
Bar: Skill Count	Top 25 publishers by number of skills published
Bar: Total Installs	Top 25 publishers by total install volume
Histogram	Log-scale distribution showing the long tail of installs
Top 30 Skills	The 30 most-installed individual skills

Data Source

All data comes from the skills.sh/api/search endpoint. Each entry has:

{
  "source": "owner/repo",
  "skillId": "skill-name",
  "name": "skill-name",
  "installs": 12345
}

Generate It Yourself

Install the skill:

npx skills add olshansk/agent-skills

Select skills-dashboard when prompted.

Then:

1. Launch your agent CLI of choice (Claude Code, Codex, Gemini CLI, OpenCode)
2. Ask it to "build the skills ecosystem dashboard"

No API keys needed — the skill scrapes the public skills.sh registry and outputs a self-contained HTML file.