hardness1020 skills-analytics-dashboard
Launch the skills analytics dashboard — a local web UI for viewing skill usage frequency, adoption curves, usefulness scores, trends, and structure coverage.
Usage
When the user asks to open or view the analytics dashboard, start the Django development server:
cd "${CLAUDE_PLUGIN_ROOT}" && CLAUDE_PLUGIN_DATA="${CLAUDE_PLUGIN_DATA}" uv run python -m django runserver 8787 --settings=dashboard.analytics_project.settings
Then tell the user:
The dashboard is running at http://localhost:8787
Open it in your browser to view:
- Usefulness — composite scores with usage rate, decay, and depth breakdown
- Usage — frequency rankings and time-series trends
- Inventory — all registered skills with status and metadata
To stop the server, press Ctrl+C in the terminal or kill the process.
Notes
- The dashboard reads from the shared SQLite database at
${CLAUDE_PLUGIN_DATA}/skills_analytics.db - Data is collected automatically by the plugin's hooks (PreToolUse and UserPromptSubmit)
- The server runs on localhost only — no external access
- Port 8787 is used by default; if it's busy, the server will report an error