manpower
CommunityMeasure and visualize AI prompting skills and growth.
Data & Analytics#prompt engineering#claude#growth metrics#skill assessment#ai prompting#radar chart#manpower
Authorrevfactory
Version1.0.0
Installs0
System Documentation
What problem does it solve?
ManPower analyzes Claude Code session logs to quantify 8 prompting skill axes and visualize growth, turning raw chat traces into actionable maturity insights.
Core Features & Use Cases
- 8-axis scoring: automatically computes proficiency across clarity, specificity, context, decomposition, tool usage, iteration, creativity, and efficiency from user prompts.
- Radial radar chart + weekly trend: produces a visual summary of current competence and weekly progress.
- Project-scoped context: scans ~/.claude/projects and local CLAUDE.md environments to contextualize scores.
- Automated reporting: outputs markdown reports and charts for leadership reviews and personal development plans.
Quick Start
Command your assistant to run manpower on your recent logs to generate a growth report.
Dependency Matrix
Required Modules
numpymatplotlib
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: manpower Download link: https://github.com/revfactory/skills/archive/main.zip#manpower Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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