agentic-swe is a Claude Code plugin that turns a normal repo session into a structured software-engineering pipeline—without a separate runtime. It ships markdown policies, phase prompts, slash commands, templates, and 135+ specialist subagents. Work is organized with explicit states, human gates (e.g. ambiguity and approval), evidence-friendly artifacts under .worklogs/<id>/, and three pipeline tracks (lean, standard, rigorous) so you can match rigor to risk. Session hooks load policy early; /install helps merge CLAUDE.md into a target project safely.