closed-loop

Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

AI Closed-Loop Programming for embedded systems — the AI writes, flashes, and tests firmware on real hardware until the tests run clean. Spec to silicon, hands off.

Closed-loop engineering workflow and agentic swarm orchestration plugin for Google Antigravity

Bridging generative world models and causal reasoning for realistic yet adversarial safety-critical scenario generation.

🚀 First multimodal AI-powered visual testing plugin for Claude Code. AI that can SEE your UI! 10x faster frontend development with closed-loop testing, browser automation, and Claude 4.5 Sonnet vision.

[TPAMI 2026] UniMM: A Unified Mixture Model Framework for Multi-Agent Simulation

Heterogeneous Edge Realtime Measurement and Execution System: A Unified Open-Source Framework for Realtime Multimodal Physiological Sensing, Edge AI, and Intervention in Closed-Loop Smart Healthcare Applications

Typed protocols for neural simulators, sensors, and closed-loop experiments. Local SDKs and a network protocol candidate.

KI steuert Cubase verifiziert ueber das Mackie Control Protokoll — MCP-Server mit Closed-Loop-State, ~450 Cubase-Commands und MIDI-Note-Recording.

Real-time tracking and behavioural reinforcement toolbox for DeepLabCut to accompany Forys, Xiao, Gupta, and Murphy (2020).

Python Ball Motion Tracking (pymbt): A python interface for FicTrac (https://github.com/rjdmoore/fictrac)

Carb-ratio review from CGM and pump exports — Glooko/CamAPS FX, LibreView, Dexcom Clarity, Nightscout. HTML report with AGP and loop-aware CR analysis. Runs locally. Not a medical device.

Reference architecture for closed-loop AI agents — plan, execute, verify, repair.

Closed-loop automation across semcod/ repositories.

Spend Cursor Auto quota without babysitting: headless master+developer agent loop (Cursor SDK/CLI). Autonomous coding with review, CONTINUE/FIX/STOP/ESCALATE.

[Research Article] Generative AI-guided in silico closed-loop optimisation of deposition morphology for 3D bioprinting applications

Closed-loop engine for Hermes Agent. HARDLINE→P0 guardrails, Claude/OpenAI/DeepSeek failover, Union-Find delegation, and monitoring sidecar. Part of the Loop Engineering family.

Autonomous driving layer atop Aider CLI. PhaseGuard 10-pt safety/audit protocol, Jinja2 state-machine template engine, semantic Git commits. Part of the Loop Engineering family.

Adaptive motion + closed-loop control framework for rotary and linear stages in precision imaging

Reference implementation of Loop Engineering for Claude Code. 13-phase workflow, OS-level safety= gates, convergence-driven termination.