Can Camouf catch breaking API changes?

Yes, its contract-mismatch rule checks your code against defined OpenAPI or GraphQL schemas to ensure your API calls are valid and up to date.

How does Camouf differ from a standard linter?

While standard linters focus on syntax and style, Camouf specifically targets logic-level mistakes common in AI code generation, like calling functions that don't exist or violating project-wide architectural rules.

How do I fix the errors Camouf finds?

The tool provides a specific 'suggestion' field for every violation, such as renaming a function to match its canonical definition or identifying the correct file for a missing import.

When should I run the validate skill?

It is best used immediately after Claude generates or modifies multiple files, and as a final check before committing your changes to the repository.

What are phantom imports?

These occur when an AI suggests importing a module or file that doesn't actually exist in your project, often based on patterns it saw during its training data.

Camouf Code Validator

Name: Camouf Code Validator
Author: TheEmilz

byTheEmilz

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安全与测试

Validates AI-generated code to detect function name drift, phantom imports, and architectural violations that traditional linters miss.

Camouf is a specialized validation tool designed to bridge the gap between AI code generation and production-ready software. It identifies subtle errors frequently introduced by LLMs, such as hallucinated imports, function signature drift, and architectural layer violations. By scanning the entire project via MCP, it ensures that generated snippets remain consistent with the existing codebase, preventing runtime failures and maintaining structural integrity before code is committed.

主要功能

011 GitHub stars

02Enforces architectural integrity and circular dependency prevention

03Provides actionable suggestions to fix detected mismatches and violations

04Validates API calls against OpenAPI and GraphQL schema contracts

05Detects AI-hallucinated imports and phantom type references

06Identifies function signature drift and naming inconsistencies across files

使用场景

01Ensuring newly generated frontend components match backend API schemas

02Auditing large AI-generated code blocks for cross-file consistency before a commit

03Detecting architectural layer violations in complex microservices or monorepos

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add theemilz/camouf validate

For use in Claude.ai and ChatGPT