{"repo":"Evolutionairy-AI/MINDLAS","free":true,"listed":false,"github":"https://github.com/Evolutionairy-AI/MINDLAS","clone":"git clone https://github.com/Evolutionairy-AI/MINDLAS.git","description":"Mindlas catches your coding agent drifting before the bad code lands. Real-time tracking and correction for context rot, unverified done claims, patch sprawl, and tool loops in your Claude Code session.","language":"Python","stars":30,"topics":["agent-monitoring","agents","ai-agents","ai-tools","claude-code","code-quality","context-rot","developer-tools","hooks","llm"],"license":null,"category":"ai-agents","readme_excerpt":"Mindlas A coding agent rarely fails at turn one. It fails at turn forty. The agent said done. The tests disagree. Mindlas (Mind-Atlas) reads the session live, catches the drift as it builds, and hands the agent a correction. Open and local. Nothing leaves your machine. Long sessions deteriorate silently. Context fills with tool-output noise. The original task scrolls away and stops steering the agent. Edits spread across files. The same tool fails in a loop. None of this throws an error; the agent keeps producing confident output while its working state rots. Mindlas catches that moment live: deterministic gauges under your Claude Code prompt that read the session's own signals, alert before a failure compounds, and pair every alert with a concrete correction whose effect is measured before and after. The whole product runs on one loop, end to end for every gauge: Scores are pure functions of the session's event ledger. Same ledger in, same score out. There is no model and no network call anywhere in the scoring path, and that is permanent: a model grading another model's session is non-reproducible, expensive, and circular. Corrections are deterministic mechanisms, not prompt nudges: an earlier advisory design told the agent to fix itself and failed empirically, so the corrector changes state directly and records a before/after to prove it did something. What Mindlas does not claim: it does not guarantee correctness, prevent hallucinations, know the model's mental state, or ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Evolutionairy-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Evolutionairy-AI/MINDLAS/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."}