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skf-audit-skill

Detect and categorize drift between a skill's implementation and its source code.

Updated Apr 15, 2026
Search Tags:#semantic analysis#AST analysis#skill integrity#code drift detection#source code auditing
One-click install
npx skills add https://github.com/delorenj/voxxy --skill skf-audit-skill-delorenj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skf-audit-skill
Source: https://github.com/delorenj/voxxy/tree/main/.opencode/skills/skf-audit-skill
Command: npx skills add https://github.com/delorenj/voxxy --skill skf-audit-skill-delorenj

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires skf, ast_bridge, qmd_bridge, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill ensures your codebase stays current by auditing a skill's implementation against its source code, detecting and grading any drift that has occurred.

Core Features & Use Cases

  • Drift Detection: Analyzes code for deviations from its original implementation, providing severity grades.
  • Ast-Based Analysis: Utilizes Abstract Syntax Tree (AST) for in-depth analysis.
  • Provenance Map: Utilizes a provenance map to track source code changes over time.
  • Semantic Analysis (Deep Tier): Offers semantic analysis for meaning-level changes at the Deep tier.
  • Remediation Suggestions: Provides actionable recommendations for fixing detected drift.

Quick Start

Audit the 'my_skill' to check for drift against its source code using the audit_skill my_skill command.

Frequently Asked Questions about skf-audit-skill

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

FAQPage Schema
How do I detect drift between a skill's implementation and its source code?▼

Drift detection is performed by auditing the skill against its source code, categorizing and grading deviations by severity to ensure your codebase stays current and maintains skill integrity.

What is AST-based analysis for code drift detection?▼

AST-based analysis uses Abstract Syntax Trees to perform in-depth structural examination of source code, enabling the Forge tier to accurately identify and categorize code drift at the syntax level.

Do I need the SKF framework to run source code auditing?▼

Yes, source code auditing requires the SKF framework components, specifically the skf, ast_bridge, and qmd_bridge dependencies, to execute its Quick, Forge, and Deep analysis tiers.

How does semantic analysis work for verifying skill integrity?▼

Semantic analysis at the Deep tier combines AST examination with QMD semantic mapping to evaluate meaning-level changes in source code, providing a comprehensive integrity verification beyond syntax.

Can I audit stack skills in code-mode and compose-mode?▼

Yes, the auditing process fully supports stack skills operating in both code-mode and compose-mode, allowing you to detect and categorize drift across complex skill structures.

What are the limitations of text-based drift detection?▼

Text-based Quick tier detection provides a fast baseline but lacks structural depth, meaning AST-based Forge and Deep tiers are required for accurate syntax and semantic code drift analysis.

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