michaelgarcia

Analytics — Data skill for Claude Code

Data community

Generate a LinkedIn pipeline analytics dashboard from the jobs database.

How to install Analytics

Installs to ~/.claude/commands/michaelgarcia-careerforge-analytics.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/michaelgarcia/careerforge/HEAD/.claude/commands/analytics.md -o ~/.claude/commands/michaelgarcia-careerforge-analytics.md

Restart Claude Code, or start a new session, for it to be picked up.

What Analytics does

Generate a LinkedIn pipeline analytics dashboard from the jobs database.

Run `python scripts/linkedin/analytics.py` to generate an interactive HTML report at `output/analytics/analytics_YYYY-MM-DD.html`. The report includes:

Pipeline overview (total collected → hard-filtered → scored → top matches)
Score distribution histogram
Scope performance comparison (jobs collected vs. scored per search scope)
Tier breakdown (Tier 1 / Tier 2 / Tier 3 / filtered)
Top filter reasons (why jobs were

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