Productivity Score

Turns Agent Monitor's raw telemetry into a single 0-100 score by weighting five dimensions: completion rate, cache efficiency, tool success ratio, turn velocity, and cost per session. It pulls from four API endpoints, calculates metrics like cache hit rate and turn speed, then gives you a letter grade with ASCII bar charts and actionable improvements. Honestly most useful when you're comparing time periods or trying to justify why you spent three hours optimizing prompt caching. The scoring weights are opinionated but reasonable, and seeing "your turns are slow because you're using Opus for everything" hits harder than staring at raw JSON. Run it weekly or after major workflow changes to catch regressions before they become expensive habits.

Install to Claude Code

npx -y skills add hoangsonww/claude-code-agent-monitor --skill productivity-score --agent claude-code