SanMuzZzZz/LuaN1aoAgent

Implements a decoupled **P-E-R (Planner-Executor-Reflector) agent framework** where independent cognitive roles collaborate via event buses, with the Planner generating graph-editing operations for dynamic task DAGs and the Executor orchestrating tools via MCP protocol. Constructs explicit causal graphs linking evidence→hypothesis→vulnerability→exploit to prevent hallucinations, with confidence scoring on each causal edge and mandatory evidence validation before advancing. Integrates multiple tool types (HTTP requests, shell commands, Python execution) through Model Context Protocol, with real-time parallel task discovery based on topological dependencies and context compression to manage token overhead.

551 stars. Actively maintained with 17 commits in the last 30 days.