SKILL

audit-integrity

Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through anti-rationalization guards, self-critique loops, retry protocols, non-negotiable behaviors, self-reflection quality gates (1-10 scoring, ≥8 threshold), and a self-learning system with lesson/memory governance for security analysis agents.

Target: Cloud, operations & security. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • Audit Integrity Skill
  • When to Use
  • Components
  • Execution Flow
  • Agent-Specific Adaptation
  • Example extensions per agent type

Enforces output quality, intellectual honesty, and continuous improvement across all AppSec agents. Every security analysis, code review, threat model, or quality scan agent run Applied automatically as a post-analysis quality gate Applicable to any agent performing SAST, SCA, threat modeling, or code quality analysis This skill provides 7 reusable capabilities. Agents apply all 7 unless their scope excludes a specific component. | Component | Reference File | Purpose | |-----------|---------------|---------| | Clarification Protocol | clarification-protocol.md | Ask ≤2 targeted questions before analysis when scope is ambiguous | | Anti-Rationalization Guard | anti-rationalization-guard.md | Table of prohibited rationalizations with mandatory responses | | Self-Critique Loop | self-critique-loop.md | Mandatory second-pass review after initial analysis | | Retry Protocol | retry-protocol.md | Tool failure handling — retry once, then document | | Non-Negotiable Behaviors | non-negotiable-behaviors.md | Hard rules: never fabricate, always cite evidence, report gaps | | Self-Reflection Quality Gate | self-reflection-quality-gate.md | 1–10 scoring rubric with ≥8 threshold per category |

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Source repository
OKHP3/skillz
Source file
community/audit-integrity/SKILL.md
Fixed revision
7b187777d42ab7bc7bab1e5f2c940cd3139ecebf
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This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.

Author: OKHP3/skillz · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T10:00:54.012Z.

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