# semantic-validation

> GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift

- Author: Andrew Kaszubski
- Repository: akaszubski/autonomous-dev
- Version: 20260121233855
- Stars: 10
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/akaszubski/autonomous-dev
- Web: https://mule.run/skillshub/@@akaszubski/autonomous-dev~semantic-validation:20260121233855

---

---
name: semantic-validation
version: 1.0.0
type: knowledge
description: GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift
category: validation
auto_activate: false
allowed-tools: [Read, Grep, Glob]
keywords:
  - semantic
  - validation
  - documentation
  - drift
  - version
  - mismatch

---

# Semantic Validation Skill

**Purpose**: Use GenAI to validate that documentation accurately reflects implementation, catching issues that structural validation misses.

## When This Skill Activates

- Keywords: 

---

## Core Concepts

### Overview

This skill provides comprehensive guidance on semantic validation. For detailed patterns and implementation examples, see the documentation files in `docs/`.

**Key Topics**:
- Detailed methodologies and best practices
- Implementation patterns and examples
- Common pitfalls and anti-patterns
- Cross-references to related skills

**See**: Documentation files in `docs/` directory for complete details


---

## Quick Reference

| Topic | Details |
|-------|---------|
| Detailed Guide 1 | `docs/detailed-guide-1.md` |
| Detailed Guide 2 | `docs/detailed-guide-2.md` |
| Detailed Guide 3 | `docs/detailed-guide-3.md` |

---

## Progressive Disclosure

This skill uses progressive disclosure to prevent context bloat:

- **Index** (this file): High-level concepts and quick reference (<500 lines)
- **Detailed docs**: `docs/*.md` files with implementation details (loaded on-demand)

**Available Documentation**:
- `docs/detailed-guide-1.md` - Detailed implementation guide
- `docs/detailed-guide-2.md` - Detailed implementation guide
- `docs/detailed-guide-3.md` - Detailed implementation guide

---

## Cross-References

**Related Skills**:
- See PROJECT.md for complete skill dependencies

**Related Tools**:
- See documentation files for tool-specific guidance


---

## Key Takeaways

1. Research existing patterns before implementing
2. Follow established best practices
3. Refer to detailed documentation for implementation specifics
4. Cross-reference related skills for comprehensive understanding