When should I run the validate skill?

It is best used after generating new code, before committing changes, or whenever you suspect the AI might have lost context regarding existing function names or types.

What does Camouf catch that standard linters don't?

Camouf focuses on AI-specific errors like signature drift (naming a function slightly wrong) and phantom imports that may look syntactically correct but do not actually exist in your project.

Does Camouf support architectural rules?

Yes, it can detect circular dependencies and layer-dependency violations, such as frontend code accidentally importing backend-only modules.

How do I fix the errors found by Camouf?

Each violation includes a specific suggestion and a similarity score, helping you quickly identify the correct function or type that the AI should have used.

Camouf Code Validation

Name: Camouf Code Validation
Author: TheEmilz

byTheEmilz

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Developer Tools

Validates AI-generated code to detect and fix function name drift, phantom imports, and architectural violations.

Camouf is a specialized validation tool designed to bridge the gap between AI code generation and project integrity. It specifically targets common mistakes made by Large Language Models, such as hallucinated imports, function signature drift, and subtle architectural violations that standard linters often miss. By scanning the entire project, it ensures that newly generated code adheres to existing contracts and schemas, helping developers maintain high code quality and avoid runtime errors caused by AI context loss.

Key Features

01Identifies function signature drift where names or parameters don't match definitions

02Enforces architectural integrity and layer-dependency rules

03Detects AI-generated phantom imports and non-existent module references

04Provides actionable fix suggestions for detected hallucinations and inconsistencies

051 GitHub stars

06Validates code against OpenAPI or GraphQL schemas to prevent contract violations

Use Cases

01Performing pre-commit checks to ensure no hallucinated functions were introduced

02Auditing project architecture for circular dependencies or layer violations

03Verifying multi-file code changes after a major AI generation session

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add theemilz/camouf validate

For use in Claude.ai and ChatGPT

Download Skill