audit-integrity

सभी AppSec एजेंटों के लिए साझा ऑडिट अखंडता ढांचा — आउटपुट गुणवत्ता, बौद्धिक ईमानदारी और तर्क-विरोधीकरण के माध्यम से निरंतर सुधार को लागू करता है…

Audit Integrity Skill

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

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

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.