charlesmsiegel

Agentic skills for AI-assisted software work: deterministic AST detectors paired with judgment guides. Python/Django simplifiers, adversarial review that demands a concrete failing input for every criticism, codebase and PR visualization atlases, and issue-to-PR workflows that reproduce before they fix.