Dual-channel autonomous driver for Codex Desktop. CDP+JSON-RPC architecture with 4-layer selector fallback, SHA-256 DOM drift detection, cross-platform IPC & L0-L2 safety gates. Part of the Loop Engineering family.

Fully offline ReAct agent loop for Ollama. Self-built ReAct cycle with regex extraction, JSON Schema validation & 3-tier fault tolerance. Part of the Loop Engineering family.

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

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.

OpenClaw multi-agent closed-loop config generator. Single-file Python, 3 topologies, 8 artifacts, Jinja2+regex rendering, NL convergence gates. Part of the Loop Engineering family.

Self-built ReAct loop for DeepSeek. First to round-trip reasoning_content as core design (40-60% token savings). Zero-framework TS+Bun binary. Part of the Loop Engineering family.

Autonomous closed-loop driver for OpenCode. 11-phase state machine, 8 safety gates, convergence-driven routing—single zero-dep binary via Bun. 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.

Loop Engineering ecosystem hub: documentation, selection guides, and architecture overviews for 12 autonomous coding loop engines. The entry point to closed-loop autonomous development.

Autonomous dev closed-loop for Google Antigravity. 1M-token full-codebase context via Gemini 3.5 Flash, multimodal, circuit breaker, cost cap. Part of the Loop Engineering family.

Autonomous closed-loop for Cursor IDE. 22-step engine, @cursor/sdk loops, 7 safety gates, Git worktree isolation, dynamic .cursor/rules. Part of the Loop Engineering family.

Autonomous closed-loop for GitHub Copilot via SDK SessionHooks. G1-G6 matrix, 6-auth, L1-L3 safety & layered CLAUDE.md (~82% token savings). Part of the Loop Engineering family.

Zero-code Claude Code plugin turning 7 Superpowers skills into declarative, autonomous mini-loops governed by natural-language Phase Contracts. Part of the Loop Engineering family.