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audit-swarm

Partition codebase audits across parallel worker agents and consolidate findings.

Updated Jun 4, 2026
Search Tags:#code audit#multi-agent workflow#issue verification#parallel auditing#bug pattern mapping#finding consolidation
One-click install
npx skills add https://github.com/rp4ri/orchestration-studio --skill audit-swarm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-swarm
Source: https://github.com/rp4ri/orchestration-studio/tree/main/skills/audit-swarm
Command: npx skills add https://github.com/rp4ri/orchestration-studio --skill audit-swarm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the slow, incomplete results of manual codebase audits and stale issue backlog reviews, which often miss critical bugs, recurring pattern instances, and post-merge regressions across large, complex codebases.

Core Features & Use Cases

  • Partitioned Parallel Audits: Splits large codebases into coherent architectural layers and delegates each to a dedicated worker agent to eliminate coverage gaps and prevent rabbit-holing on individual bugs.
  • Uniform Severity Contract: Enforces a consistent CRITICAL/HIGH/MEDIUM/LOW severity standard across all worker reports for mechanical, unbiased prioritization of findings.
  • Cross-Cutting Theme Consolidation: Merges individual worker findings into a single report that groups related bugs by shared root cause, reducing duplicate fix work and highlighting architectural gaps.
  • Stale Backlog Verification: Includes a variant to re-check open issue trackers against current code HEAD to close already-fixed issues and catch regressions introduced by recent merges.
  • Use Case: Your team just fixed a critical authentication bypass bug. Use this Skill to partition your codebase into server routing, UI, and storage layers, dispatch parallel auditors to find every instance of the vulnerable pattern, and get a single prioritized report of all affected surfaces to fix in one coordinated wave.

Quick Start

Use the audit-swarm skill to run a full partitioned audit of your codebase to find all instances of the recent authentication bypass bug you just fixed, and receive a consolidated prioritized report of all vulnerable surfaces.

Frequently Asked Questions about audit-swarm

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a parallel codebase audit to find all instances of a bug pattern?▼

To run a parallel codebase audit, partition your codebase into architectural layers and delegate each to a dedicated worker agent. This multi-agent workflow maps all bug pattern instances across layers and consolidates the findings into a single prioritized report.

What is the best way to consolidate and prioritize findings from a multi-agent code audit?▼

The best way to consolidate audit findings is to enforce a uniform severity contract across all worker reports. This enables mechanical, unbiased prioritization of findings and groups related bugs by shared root cause to reduce duplicate fix work.

Can I re-check a stale issue backlog against current code HEAD to catch post-merge regressions?▼

Yes, you can re-check a stale issue backlog against current code HEAD. This stale backlog verification process closes already-fixed issues and catches regressions introduced by recent merges to ensure codebase health.

Does parallel auditing work for large codebases requiring full bug pattern mapping?▼

Yes, parallel auditing is designed for large codebases requiring full bug pattern mapping. By splitting the codebase into coherent architectural layers, it eliminates coverage gaps and prevents rabbit-holing on individual bugs.

What happens if a worker agent hits a rate limit or stale checkout during an audit?▼

If a worker agent hits a rate limit or stale checkout, the audit execution relies on resilient recovery guardrails. These guardrails handle rate limits and stale checkouts to ensure the parallel codebase audit completes successfully.

Why group individual bug findings by shared root cause during a codebase audit?▼

Grouping individual bug findings by shared root cause during a codebase audit merges worker reports into a single consolidated view. This cross-cutting theme consolidation highlights architectural gaps and reduces duplicate fix work across the codebase.

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