Data & Documents Listed
shakedown
Full-stack review of any project - multi-agent systems, pipelines, codebases, or applications. Dynamically discovers project structure, reads all config/code/data, queries databases, tests backup integrity, and analyzes architecture, reliability, efficiency, and security. Produces ranked actionable recommendations. Use when asked to review a project, do a project health check, stress-test a codebase, do a gap analysis, or assess technical debt. Also when user asks 'how solid is this project', 'what is missing', 'find the weak spots', 'what would break first', 'where does this need tightening', 'what's wrong with this project', or 'how mature is this project'. Do NOT activate for simple code reviews, PR reviews, or single-file analysis.
