audit-integrity

กรอบความสมบูรณ์ของการตรวจสอบร่วมสำหรับเอเจนต์ AppSec ทั้งหมด — บังคับใช้คุณภาพของผลลัพธ์ ความซื่อสัตย์ทางปัญญา และการปรับปรุงอย่างต่อเนื่องผ่านการต่อต้านการหาเหตุผลเข้าข้างตนเอง…

Audit Integrity Skill

Enforce output quality, intellectual honesty, and continuous improvement across security audits and code reviews.

When to Use

Perform security analyses, threat models, code reviews, or quality audits.
Validate that every finding has verified code evidence and taint flow.
Prevent the suppression or rationalization of security findings.
Evaluate draft reports against the quality gate threshold (score ≥ 8/10).
Record lessons learned and security memories after you complete a scan.

Components

This skill provides 7 modular capabilities in the references/ directory. Load each file when you reach its execution phase:

Component	Reference File	Purpose
Clarification Protocol	references/clarification-protocol.md	Ask a maximum of 2 targeted questions when scope is not clear
Anti-Rationalization Guard	references/anti-rationalization-guard.md	Prohibited rationalizations and mandatory responses for findings
Self-Critique Loop	references/self-critique-loop.md	Mandatory second pass to verify evidence and coverage
Retry Protocol	references/retry-protocol.md	Tool failure and empty search handling: retry once, then document
Non-Negotiable Behaviors	references/non-negotiable-behaviors.md	Mandatory rules: do not fabricate, cite evidence, report gaps
Self-Reflection Quality Gate	references/self-reflection-quality-gate.md	Scoring rubric (1–10 scale) with a minimum threshold of 8
Self-Learning System	references/self-learning-system.md	Templates and rules for lessons and security memories

Execution Flow

Load reference files as you reach each phase:

Before analysis: If scope or policy is not clear, read references/clarification-protocol.md. Ask a maximum of 2 targeted questions.
During analysis: Follow references/non-negotiable-behaviors.md. At each triage decision, consult references/anti-rationalization-guard.md.
On tool or search failure: Follow references/retry-protocol.md. Do not assume code is secure without verification.
After initial analysis: Complete a second pass with the checklist in references/self-critique-loop.md. Verify taint traces and manifest coverage.
Before delivery: Score the draft report using references/self-reflection-quality-gate.md. All categories must score ≥ 8.
Final delivery: Record lessons and memories using references/self-learning-system.md.

Audit Integrity Skill

When to Use

Components

Execution Flow

Skills เพิ่มเติมจาก github