What problem does it solve?
Manually auditing large codebases for issues, clustering related findings into manageable work items, and coordinating fix implementation is time-consuming and error-prone, especially for overnight or domain-wide cleanup runs. This Skill automates the entire end-to-end workflow to eliminate manual coordination overhead.
Core Features & Use Cases
- Structured Audit Generation: Invokes the
/create-audit skill to produce a documented audit of the target domain with clear findings and issue tracking.
- Intelligent Finding Clustering: Groups related findings into 4–8 PR-sized chunks to avoid unmanageable micro-PRs, with a clear clustering plan printed before implementation.
- Parallel Fix Implementation: Spawns up to 6 concurrent subagents to implement fixes as draft PRs, with real-time status tracking and failure handling for blocked clusters.
- Use Case: A team needing to remove deprecated Storage API calls across a 10-service monorepo can run this skill to get a full audit, grouped fix PRs, and tracked progress without manual project coordination.
Quick Start
Use the audit-and-fix skill to audit and fix deprecated Storage API calls across the entire codebase.