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Ilenburg1993
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audit-proposal-deep-triage

Generate technical proposals for audit findings with root-cause ranking and rollback guidance.

3|1|Updated Jan 15, 2026
Search Tags:#code review#audit#risk assessment#vulnerability management#triage#proposal generation
One-click install
npx skills add https://github.com/Ilenburg1993/chatgpt-docker-puppeteer --skill audit-proposal-deep-triage
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-proposal-deep-triage
Source: https://github.com/Ilenburg1993/chatgpt-docker-puppeteer/tree/main/.github/skills/audit-proposal-deep-triage
Command: npx skills add https://github.com/Ilenburg1993/chatgpt-docker-puppeteer --skill audit-proposal-deep-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and agents (resource) components.

What problem does it solve?

This Skill automates the complex process of refining audit findings into actionable technical proposals, ensuring accuracy and completeness before human review.

Core Features & Use Cases

  • Root-Cause Analysis: Ranks the top 3 potential root causes for audit findings.
  • Proposal Generation: Creates detailed technical proposals including suggested code changes, validation steps, and rollback guidance.
  • Use Case: For a critical P0 security vulnerability, this Skill will analyze the finding, suggest a precise code diff to fix it, outline how to test the fix, and provide a safe rollback procedure, all linked to the relevant bug tracker.

Quick Start

Use the audit-proposal-deep-triage skill to refine the proposal for finding bug_id 12345.

Frequently Asked Questions about audit-proposal-deep-triage

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

FAQPage Schema
How do I generate a technical proposal for a security audit finding?▼

To generate a technical proposal for an audit finding, you need a pre-identified bug with a bug ID, file, and evidence. The triage process analyzes the root cause and outputs suggested code changes, test plans, and rollback guidance.

What is the best way to triage a P0 vulnerability before code review?▼

Deep triage for a P0 vulnerability involves ranking potential root causes and synthesizing a detailed test plan. This process frames regression risks and generates contextual code diffs to ensure accuracy before human review.

Can I get rollback guidance and test plans for a vulnerability fix?▼

Yes, rollback guidance and test plans are generated as part of the technical proposal. The process synthesizes validation steps and outlines safe rollback procedures linked to the relevant bug tracker.

Does audit proposal generation provide specific code diff suggestions?▼

Audit proposal generation provides contextual code diff suggestions. It ranks the top three potential root causes for the finding and frames regression risks to ensure the suggested changes are accurate.

What is needed to start deep triage on an audit finding?▼

Deep triage requires a pre-identified finding with a bug ID, file, and evidence. Using detailed checklists and contextual data, it ranks root causes and generates proposals with validation steps.

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