cmd-skills-dashboard
Scrape skills.sh and generate an interactive HTML dashboard showing skill distribution by publisher, installs, and categories. Rerun anytime to get fresh data.
What this skill does
# Skills Dashboard Generator
Scrape the [skills.sh](https://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:
```bash
python3 scripts/scrape_and_build.py
```
This writes `index.html` to the current directory.
To write to a specific path:
```bash
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:
```json
{
"source": "owner/repo",
"skillId": "skill-name",
"name": "skill-name",
"installs": 12345
}
```
## Generate It Yourself
**Install the skill:**
```bash
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.
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