A plan engine for dynamic planning and reliable execution of AI agent workflows.

Turn a Markdown execution plan into an isolated, resumable Pi run - durable controller state, one writer, deliberate recovery.

Agent 规划与执行框架｜Plan 即运行时对象｜G4C 五要素 + TAO 步骤级执行 + Replan 自我修正 + 失败回溯 + 信任状态管理

A dedicated Plan Execution Runtime for Pi Coding Agent. Pure, reusable, and source-first engine for scheduling multi-step agent workflows in serial or parallel without business state coupling.

基于 ReAct + Plan-Execute 混合策略的 LLM Agent，支持文本查询和图片识物两种入口，在多电商平台并行比价，并具备语义推荐、引导式购物、RAG 知识增强能力。

Plan execution layer for AI coding assistants. One command — isolate, classify, execute, verify, merge. Works with Claude Code, Cursor, Windsurf, Aider, and any LLM.

Claude Code skills for executing trusted Markdown plans

Plan Executor and Adaptor (PlExA)