Evidence-driven context engineering for AI agents. Reads Understand-Anything graphs and emits AGENTS.md, GEMINI.md, docs/agents/, scoped .claude/rules/, and cross-vendor configs (Cursor per-layer, Copilot, Codex, Windsurf, Aider). No templates, no placeholders.