{"repo":"shawnla90/recursive-drift","free":true,"listed":false,"github":"https://github.com/shawnla90/recursive-drift","clone":"git clone https://github.com/shawnla90/recursive-drift.git","description":"a methodology for building AI agents that develop memory, voice, and personality over time. CLI-first. zero API keys. built for Claude Code.","language":"Mermaid","stars":17,"topics":["agent-coordination","ai-agents","ai-coding","ai-development","ai-workflow","anti-slop","claude-code","developer-tools","llm","methodology"],"license":"MIT","category":"ai-agents","readme_excerpt":"English 中文 a methodology for building AI agents that develop memory, voice, and personality over time. CLI-first. zero API keys. built for Claude Code. the problem AI tools generate the same quality output on day 100 as day 1. every prompt starts from zero. there's no memory between sessions, no voice that develops over time, no compounding returns on the context you've already built. you can configure a system prompt. you can save chat templates. but none of that creates a feedback loop where the system's output becomes its own input and the whole thing gets denser with each pass. Recursive Drift solves this. it's a methodology, a set of drop-in templates, and a build guide for creating AI agents that read their own previous work, develop voice memory, and evolve personality through a tier system. the agent you build on day 30 is measurably different from day 1, not because you retrained anything, but because 30 days of output now feeds back as context. table of contents - what you'll learn - quick start - the three layers - why CLI-first, zero API dependencies - the 6 states - the recursive property - meet Nio - the self-reading feedback loop - evolution tiers - how it differs - anti-slop preview - contributing - changelog - license what you'll learn this repo covers the full stack of building AI agents that compound over time: - a non-linear workflow for navigating creative and technical work with AI (6 states, no fixed order) - orchestration templates you drop into any pr","default_branch":null,"files":null,"tree":[],"storefront":"/r/shawnla90","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shawnla90/recursive-drift/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."}