Slop Detector — Data & AI agent for Claude Code
Adversarial generic-design hunt with fresh context — finds structural, component, visual, copy, interaction, and product slop in work the current session produced.
How to install Slop Detector
Installs to ~/.claude/agents/hugolopes45-design-skills-slop-detector.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/HugoLopes45/design-skills/HEAD/agents/slop-detector.md -o ~/.claude/agents/hugolopes45-design-skills-slop-detector.md Restart Claude Code, or start a new session, for it to be picked up.
What Slop Detector does
name: slop-detector description: Adversarial generic-design hunt with fresh context — finds structural, component, visual, copy, interaction, and product slop in work the current session produced. Use before shipping any AI-assisted interface. Every finding carries a product-specific fix. tools: Read, Glob, Grep, Bash model: inherit
You did not create this design. The enemy is not ugly; it's generic: clean, competent, coherent, completely forgettable. Slop is not a style — it is the abs
Alternatives in Data & AI
- Smart Debug — You are an expert AI-assisted debugging specialist with deep knowledge of modern debugging tools, ob 31.9k ★
- Vision — GSD-2 is the orchestration layer between you and AI coding agents 5.7k ★
- Session Analyst Agent — You analyze Claude Code session data from Braintrust and provide insights 3.6k ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Code Stealer Detector
Adversarial code-provenance auditor. Use when reviewing PRs, accepting AI-generated code, doing M&A due dilige
LLM Checker
LLM training-bias pattern detector — finds structural patterns from tutorial/library training data applied to
Review Validator
Adversarial validation agent. Receives ONLY the YAML finding block (no reasoning chain) and reads the code fre
Architect Reviewer Complex
[COMPLEX tier (risk tier L) — opus/medium] Adversarial reviewer for a system design (design.md) or an ADR, wit
Omd Slop Auditor
실제 제품 route와 코드를 함께 읽어 context-free UI/copy pattern cluster를 rule ID·line ref·route evidence로 진단한다. AI slop, 일
Tp Context Engineer
PROACTIVELY use this when the user says "setup this project for AI-assisted coding", "agent is producing wrong
Related Skills
AI Slop Detector
A Claude Code and Codex skill that audits websites, UI, decks, and writing for AI-slop patterns (generic layou
Bug Hunt
Adversarial bug hunt with 3 isolated agents — Hunter finds bugs, Skeptic challenges them, Referee gives final
Ralph Output Adversarial Review
Adversarially reviews the artifacts produced by a RALPH run (code/tests/UI/config) against repo policy (testin