What problem does it solve? Broad codebase audits are slow and shallow when done in a single pass: one reviewer misses whole classes of defects, duplicates findings, and delivers spot fixes instead of structural eliminations. This Skill fans out parallel read-only subagents across dimensions like security, robustness, test realness, and UX, then independently confirms findings and consolidates them into a partitioned fix plan. ## Core Features & Use Cases - Parallel fan-out audit: Launches one read-only subagent per dimension and file area with disjoint scopes, each required to cite exact file lines, severity, violated property, and a class-closing eliminator fix. - Independent confirmation and dedupe: Re-reads cited lines to refute or confirm high-severity findings, merges duplicates, and reconciles findings against open PR diffs. - Partitioned fix plan with self-critique: Groups surviving findings into as few PRs as the footprint bound allows, with commits partitioned by subsystem, plus an attached critique of the plan. - Use Case: Ask for a whole-repo security and robustness audit before a major release; receive dozens of confirmed findings grouped into a sequenced multi-PR fix plan rather than a pile of unverified lint. ## Quick Start Ask the agent to audit the whole codebase across security, robustness, testing, and UX dimensions using parallel subagents and deliver a confirmed fix plan.
