{"repo":"muratcankoylan/readwren","free":true,"listed":false,"github":"https://github.com/muratcankoylan/readwren","clone":"git clone https://github.com/muratcankoylan/readwren.git","description":"An adaptive multi-agent system that extracts your literary DNA through conversation and generates actionable reading profiles.","language":"Python","stars":204,"topics":["ai","kimi-k2","langchain","langgraph","llm","moonshot","redis"],"license":"MIT","category":"ai-agents","readme_excerpt":"WREN: AI Literary Interview Agent An adaptive multi-agent system that extracts your literary DNA through conversation and generates actionable reading profiles. WREN solves a critical problem for LLM users: you know what you like, but explaining your literary taste to an AI is hard. WREN's interview agent asks the right questions, listens deeply, and builds a structured profile that any LLM can use to generate precisely targeted content. Built with LangGraph , LangChain , and Kimi K2 Thinking models . --- Why WREN? The Problem : Kimi K2 is a great writer, but users struggle to articulate their literary preferences in a way LLMs can act on. Vague prompts like \"write me something good\" produce generic results. The Solution : WREN conducts a 12-turn adaptive interview that: - Extracts taste anchors (what you love/hate and why) - Maps your style signature (prose density, pacing, tone preferences) - Identifies narrative desires (story types you wish existed) - Captures implicit signals (vocabulary richness, engagement patterns) - Generates a structured, machine-readable profile The Result : A profile you can hand to any LLM to get content that matches your exact taste. --- Architecture: Multi-Agent System WREN uses a specialized multi-agent architecture with distinct roles: Agent 1: InterviewAgent Role : Conversational interviewer that adapts to user responses Model : kimi-k2-thinking-turbo (fast, conversational) Capabilities : - Conducts 12-turn structured interview - References ","default_branch":null,"files":null,"tree":[],"storefront":"/r/muratcankoylan","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/muratcankoylan/readwren/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}