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audit-loop

Orchestrate recursive audit loops to triage system findings into bug, spec, or classifier lanes.

5|2|Updated Mar 20, 2026
Search Tags:#audit#maintenance#triage#recursion#finding drain
One-click install
npx skills add https://github.com/srnichols/plan-forge --skill audit-loop-srnichols
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-loop
Source: https://github.com/srnichols/plan-forge/tree/main/presets/shared/skills/audit-loop
Command: npx skills add https://github.com/srnichols/plan-forge --skill audit-loop-srnichols

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires forge_tempering_drain, forge_triage_route, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive end-to-end audit of a deployed or locally-running app, continuously draining findings to zero for thorough analysis and maintenance.

Core Features & Use Cases

  • Recursive Audit: Discovers and categorizes findings from the system, triaging each into bug, spec, or classifier lanes until convergence.
  • End-to-End Audit: Useful for a deployed or locally-running app, ensuring no findings are overlooked.
  • DO NOT USE FOR: Single-shot runs, one-off bug filing, security-only scans, or code complexity review.

Quick Start

Run the audit-loop skill to start the recursive audit drain process.

Frequently Asked Questions about audit-loop

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

FAQPage Schema
How do I continuously audit a running app to drain findings to zero?▼

A recursive audit loop continuously discovers, triages, and converges findings from a running system into bug, spec, or classifier lanes until zero findings remain. It orchestrates system drains for thorough maintenance.

What is the best way to triage system findings into bug, spec, or classifier lanes?▼

Triage system findings by running a recursive audit loop that categorizes each discovered issue into bug, spec, or classifier lanes. This process repeats continuously until all findings converge and drain to zero.

Do I need MCP tools to run a recursive audit loop for application maintenance?▼

Yes, running an audit loop requires the forge_tempering_drain and forge_triage_route MCP tools. These dependencies handle system draining and finding classification to ensure continuous maintenance convergence.

Can I use an audit loop for a single-shot security scan or one-off bug filing?▼

No, an audit loop is not designed for single-shot runs, one-off bug filing, security-only scans, or code complexity review. It orchestrates continuous recursive auditing to drain findings to zero.

When do I need a recursive audit loop for deployed or locally-running apps?▼

You need a recursive audit loop when performing end-to-end maintenance on a deployed or locally-running app. It ensures no findings are overlooked by continuously discovering and triaging issues until convergence.

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