Loading persona data...
Read local JSONL from coding agents
Claude Code · Codex · Copilot Chat · Cursor · LM StudioHuman-authored prompts only
Strip system, tool output, assistant text38 regex features per prompt
Length · structure · tone · code · interaction movesLogistic regression classifier
Weighted feature sums → sigmoid → 0–100 per axisTwo axes form a 2×2 grid. Your quadrant determines which persona fits your prompting pattern.
1 command
Private, local-first analytics in one command. No hosting, no setup, no extra steps.
npx @eeshans/howiprompt 3 steps
Publish your own persona and stats as a shareable static site in three short steps.
git clone https://github.com/eeshansrivastava89/howiprompt.git cd howiprompt && npm install && npm run dev:cli cd howiprompt/frontend && DEMO_DEPLOY=true npm run build Then commit and push `docs/`, and enable GitHub Pages from `main` / `docs`. Setup guide
Let's find your AI coding assistant data. Everything stays on your machine.
Toggle which backends to include in your analysis.
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Analyzing your prompting patterns...
Claude Code projects in these directories will be skipped.
This removes the current metrics file and reopens the setup wizard. Cached raw logs and database history stay on disk and will be reused on the next analysis run.