anti-slop-gate

Validates generated code for common errors and standards violations.

Updated Mar 8, 2026
One-click install
npx skills add https://github.com/Sebdysart/omni-link-hustlexp --skill anti-slop-gate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: anti-slop-gate
Source: https://github.com/Sebdysart/omni-link-hustlexp/tree/main/skills/anti-slop-gate
Command: npx skills add https://github.com/Sebdysart/omni-link-hustlexp --skill anti-slop-gate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as a strict quality gate, preventing the introduction of errors, unknown references, and common AI-generated code flaws into the codebase.

Core Features & Use Cases

  • Import Validation: Ensures all imports and API calls reference existing entities.
  • Convention Enforcement: Upholds naming, file location, and error-handling standards.
  • Slop Detection: Catches placeholder code, phantom packages, and duplicate code.
  • Neuro-symbolic Rules: Enforces hard rules like no unhandled fetches or hardcoded secrets.
  • Use Case: Before merging any AI-generated code, this gate will automatically verify that all imports are valid, no TODOs are present, and API calls are correctly formed, thus preventing common bugs.

Quick Start

Use the anti-slop-gate skill to validate the quality of the generated code block.

Frequently Asked Questions about anti-slop-gate

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

FAQPage Schema
How do I validate AI-generated code to prevent errors before merging?

You can validate AI-generated code by applying a strict quality gate that checks for missing files, unknown routes, placeholder code, and phantom packages. This prevents common bugs by verifying imports and API calls before integration.

What is slop detection in code generation and when do I need it?

Slop detection in code generation identifies placeholder code, phantom packages, and duplicate code introduced by AI. You need it when integrating AI-generated blocks to ensure imports reference existing entities and uphold convention standards.

How do I enforce naming conventions and error handling standards automatically?

To enforce naming conventions and error handling standards automatically, apply a validation gate that upholds file location standards and neuro-symbolic rules. This ensures no unhandled fetches or hardcoded secrets enter the codebase.

Can I check for unhandled fetches and hardcoded secrets in generated code blocks?

Yes, you can check for unhandled fetches and hardcoded secrets by validating generated code against strict neuro-symbolic rules. This quality gate automatically detects and blocks these security flaws before merging.

What is the best way to catch phantom packages and unknown API references in AI code?

The best way to catch phantom packages and unknown API references is to run an import validation gate. This verifies all imports and API calls reference existing entities, preventing unknown references from entering the codebase.