Recursive Human Intelligence

Recursive Human Intelligence is a desktop app that reads AI chat transcripts, analyzes user habits, and generates actionable feedback.

Recursive Human Intelligence is a desktop application designed to analyze your chat history from coding assistants and AI tools. It reads your transcripts from tools like Claude Code, Codex, and Pi, groups your requests into recurring behavioral patterns, and provides direct feedback to help you fix repetitive issues. The app runs locally on your machine, storing transcripts in a local directory and sending redacted excerpts to your chosen provider via API keys for OpenAI, Claude, or OpenRouter only after your confirmation. It features a one-click interface to generate solutions, track progress, and view logs of API calls and timing. The tool targets developers and frequent AI users who want to evaluate their prompting habits and improve their interactions with language models. It supports local file processing, background checks, and CSV cleaning while keeping original chat transcripts untouched.

Recursive Human Intelligence at a glance

Best for: Software engineer
Runs on: macOS, Windows, Linux, self-hosted, open source
Pricing: Free and open source under the Apache License 2.0; bring your own API key.
Released: November 2026
Category: AI coding tool
Website: github.com/andrearitossa/recursive-human-intelligence

Key features

Reads Claude Code, Codex, and Pi chat transcripts
Analyzes user requests to form behavioral patterns
Sends redacted excerpts to OpenAI, Claude, or OpenRouter
Provides direct feedback with message quotes
Runs automated background checks and desktop notifications
Cleans CSV files with multiple delimiter options
Generates sandboxed HTML artifacts and quizzes

Use it for

Reviewing recurring prompting habits across AI chat sessions
Finding books or courses to address repeated knowledge gaps
Identifying decisions left unsettled in AI conversations
Cleaning CSV files with automatic delimiter recognition

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