reprompt-cli 1.4.1

Discover, analyze, and optimize your prompts from AI coding sessions

re:prompt

Grammarly for Prompts -- analyze your AI conversations with research-backed scoring.

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See it in action

$ pip install reprompt-cli
$ reprompt scan --source claude-code
  Scanning 890 sessions... Found 1,063 prompts (295 unique)

$ reprompt score "Fix the auth bug in src/login.ts where JWT expires"
  Score: 74/100
  Structure: 18/25 | Context: 22/25 | Position: 15/20 | Repetition: 9/15 | Clarity: 10/15
  Tip: Add the error message for +15% accuracy

$ reprompt wrapped --share
  Your Prompt DNA: Architect (Score 78, better than 72% of prompters)
  Share link: https://getreprompt.dev/w/abc123

What it does

Command	Description
reprompt scan	Scan 8+ AI tools for prompts (Claude Code, Cursor, Aider, Gemini CLI, Cline, OpenClaw, ChatGPT, Claude.ai)
reprompt score	Instant 0-100 scoring with 30+ research-backed features
reprompt compare	Side-by-side analysis of two prompts
reprompt wrapped	Your Prompt DNA report -- persona, scores, shareable card
reprompt insights	Personal patterns vs research-optimal
reprompt digest	Weekly summary comparing current vs previous period
reprompt report	Full analytics with hot terms, clusters, patterns
reprompt library	Auto-extracted prompt patterns and templates

Prompt Science

Scoring is based on 4 research papers (Google, Stanford, EMNLP, Prompt Report) covering 30+ features across 5 dimensions:

Dimension	What it measures
Structure	Markdown formatting, code blocks, explicit constraints
Context	File paths, error messages, technical specificity
Position	Instruction placement relative to context
Repetition	Redundancy that degrades model attention
Clarity	Readability, sentence length, ambiguity

All analysis runs locally in <1ms per prompt. No LLM calls, no network requests.

Supported AI tools

Tool	Format	Session location
Claude Code	JSONL	~/.claude/projects/
Cursor	.vscdb	~/Library/Application Support/Cursor/User/
Aider	Markdown	.aider.chat.history.md
Gemini CLI	JSON	~/.gemini/tmp/
Cline (VS Code)	JSON	globalStorage/saoudrizwan.claude-dev/
OpenClaw / OpenCode	JSON	~/.openclaw/ / ~/.opencode/sessions/
ChatGPT	JSON	conversations.json export
Claude.ai	JSON/ZIP	Web chat export

Installation

pip install reprompt-cli          # core
pip install reprompt-cli[chinese] # + Chinese prompt support
pip install reprompt-cli[mcp]     # + MCP server for Claude Code / Continue.dev / Zed

Privacy

• All analysis runs locally. No prompts leave your machine.
• Optional telemetry sends only anonymous 26-dimension feature vectors -- never prompt text.
• Open source: audit exactly what's collected.

Privacy policy

Links

• Website: getreprompt.dev
• PyPI: reprompt-cli
• Privacy: getreprompt.dev/privacy

Contributing

See CONTRIBUTING.md for development setup and guidelines.

License

MIT