What problem does it solve? Setting up the ai-assisted-development plugin in a new project involves many mechanical steps (directories, hooks, command stubs, gitignore, state files) plus LLM-driven work (CLAUDE.md generation, architecture analysis, knowledge graph). This Skill automates the entire initialization in one idempotent, resumable workflow. ## Core Features & Use Cases - Deterministic bootstrap: Runs a single script that creates directories, 37 command stubs, enforcement hooks, state files, and gitignore entries — crash-safe and safe to re-run. - Repo-type detection: Detects the project type (.NET, Angular, React, Spring Boot, Python, etc.) before any work begins, failing fast on unrecognizable repositories. - Orchestrated LLM steps: Choreographs /init, the architect skill, CLAUDE.md cleanup routing, and knowledge-graph creation, tracking progress in a resume manifest. - Use Case: A developer clones a .NET + Angular monorepo and runs /setup-init; the skill provisions all plugin infrastructure, generates architecture docs, and builds the knowledge graph without manual configuration. ## Quick Start Run /setup-init in a new project to bootstrap the plugin, generate CLAUDE.md and architecture docs, and build the knowledge graph.