self-repair

One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP.

A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

AI-powered code healing and self-repair system for Ruby applications

🦤 Ornith 1.0: An ultra-lightweight, local agentic code generator and self-repair loop built with Streamlit, Ollama, and Python.

Execution-guided Retrieved-Schema Text-to-SQL post-training pipeline with SQLite feedback, Column-Minimal Repair, LoRA SFT/DPO, preference mining, pair-quality filtering, and clean-split Spider evaluation.

The AI that remembers you. Forever. — A living digital entity built in Rust. 68 crates. Self-writing genome. Persistent memory. Constitutional governance. Drop a TOML file, Hydra learns.

macOS-only YouTube audio downloader converting to lossless WAV/PCM. Simple Tkinter GUI and flexible CLI using yt-dlp and ffmpeg. Includes self-repair and maintenance tools.

A Claude Code skill that turns a mission into a self-maintaining, self-repairing agent harness.

Continuity-Aware Self-Repair algorithm engine, benchmark, and demo for AI short-drama pipelines

TL-Ego: A self-modeling cognitive agent implementing BDI-inspired architecture with STDP-based attractor dynamics, S1/S2 dual-stream processing, and L5 autonomous impulse scheduling. Includes JEPA calibration, oscillation-lag detection, and self-diagnostic repair capabilities.

Research pilot (dormant): does one simple repair decision space work across math & output-constraint domains?

framework engineering guides on agent runtimes, self-custody, and local-first systems — each with the problem, the design decisions, and a demo you can run.

Fault Tolerance via Generative Neural Cellular Automata

Empirically characterizing convergence of the AI code generate-verify-repair loop: converge / stall / oscillate / exhaust. Deterministic CI study + data-only 43-task benchmark.

CodeForge — AI Code Agent with Self-Repair. Full-stack FastAPI + Next.js app with multi-agent orchestration, sandboxed code execution, and LLM routing.