How does Camouf detect phantom imports?

It scans the generated code against your actual file system and module definitions to ensure every imported module and type actually exists in the project.

Does this skill replace a standard linter?

No, it complements standard linters by specifically focusing on the semantic and architectural errors that AI models are uniquely prone to making during code generation.

What is function name drift?

Function name drift occurs when an AI generates a plausible function name, such as getUser(), that does not match the actual canonical name used in the project, such as getUserById().

When should I run the validate skill?

It is best used after generating new files, before committing code, or whenever you suspect that AI context loss has led to cross-file inconsistencies.

Camouf AI Code Validator

Name: Camouf AI Code Validator
Author: TheEmilz

byTheEmilz

0•

Herramientas para Desarrolladores

Validates AI-generated code to eliminate function name drift, phantom imports, and architectural inconsistencies.

This skill integrates Camouf into Claude Code to provide a robust validation layer against common AI coding pitfalls. It scans your project for hallucinated imports, mismatched function signatures, and contract violations that often occur during large-scale AI code generation. By invoking the camouf_validate MCP tool, Claude can identify runtime-breaking errors and architectural smells—such as circular dependencies or layer violations—ensuring that generated code remains consistent with the existing codebase and canonical APIs before you commit changes.

Características Principales

01Provides concrete suggestions to fix mismatches between call sites and definitions

020 GitHub stars

03Detects AI-hallucinated imports and non-existent module references

04Identifies function name drift where AI guesses plausible but incorrect names

05Validates API calls against schemas to prevent contract mismatches

06Flags architectural violations like circular dependencies and layer boundary breaches

Casos de Uso

01Automated sanity checks after generating large blocks of cross-file code

02Pre-commit validation to ensure no phantom types or orphaned functions are introduced

03Resolving inconsistencies when AI contexts become stale or hallucinate variable names

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add theemilz/camouf-claude-plugin validate

For use in Claude.ai and ChatGPT

Download Skill