uidetox 1.0.2

Agent harness and CLI to eliminate AI slop from frontend code

UIdetox

The anti-slop engine for AI-generated frontends.

UIdetox is an agent harness that eliminates the "AI smell" from your UI. It transforms generic, LLM-generated code into hand-crafted, high-fidelity interfaces through a systematic scan → fix loop that enforces design taste and detects common AI anti-patterns.

Installation • Commands • Design Dials

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From "Vibe Coding" to "Vibe Design"

AI coding tools are great at building things fast, but the results often scream "AI made this"—Inter font, purple gradients, glassmorphism, and generic hero dashboards.

UIdetox gives your agent an objective "Design Score" to optimize. It’s not a linter; it’s a standard. By knowing what not to do, your agent can finally produce code that makes people ask "Who made this?"—not "Which AI made this?"

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The Agent Prompt

Paste this into your AI coding agent (Cursor, Windsurf, Claude, etc.) to begin:

I want you to eliminate "AI slop" from this codebase and make the UI indistinguishable from hand-crafted design. Your goal is to reach a **Design Score of 95+**.

To do this, use the UIdetox ecosystem (requires Python 3.11+). Run the following setup:
pip install uidetox
uidetox update-skill [your_agent_name]  # e.g., claude, cursor, windsurf, gemini
uidetox setup --auto-commit

THE LOOP
This is a closed-loop system. Do not stop after one fix. Repeat this cycle until the strict score is maximized:
1. Audit: Run `uidetox scan .` to queue anti-patterns.
2. Fix: Run `uidetox next`. This batches issues for the highest-priority file. Fix them holistically. 
3. Resolve: Run `uidetox resolve <ID> --note "What you changed"`.
4. Run `uidetox next` again.
5. Verification: When the queue empties, run `uidetox rescan` to re-audit with fresh eyes. Keep looping until `uidetox status` shows Score >= 95.

RULES OF ENGAGEMENT
1. Heavy Lifting: Don't be lazy. Large refactors and small detailed fixes — do both with equal energy. Replace entire components if they reek of AI slop. Fix things properly, not minimally.
2. Subordinate Ego: `uidetox next` injects specific SKILL.md design rules into your context. Follow them strictly. Do not substitute your own analysis or rely on your baseline training data.
3. Orchestrator Mode: For complex passes, use `uidetox loop --orchestrator`. Act as a manager: generate prompts with `uidetox subagent`, delegate to parallel subagents, and use MCP (Model Context Protocol) servers to read the filesystem and execute terminal commands directly.

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Installation

pip install uidetox

# Install the design rules for your specific environment:
uidetox update-skill claude    # (Also supports: cursor, gemini, windsurf, copilot)
uidetox setup --auto-commit    # Initializes design dials & git integration

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Commands

The Engine (CLI)

Command	Action
uidetox scan	Full audit: auto-detects tooling and runs the static slop analyzer.
uidetox next	Batches the highest-priority issues with design context injection.
uidetox status	View your Design Score and pending issue count.
uidetox loop	Enter autonomous mode (runs until score target is hit).
uidetox rescan	Clears queue and re-audits with 18+ fresh anti-slop rules.

Design Skills (Slash Commands)

Use these for targeted improvements on specific files or directories:

• uidetox polish – Final quality and alignment pass.
• uidetox animate – Adds purposeful motion (spring physics, scroll reveals).
• uidetox audit – Technical checks for accessibility and performance.
• uidetox harden – Edge cases, error handling, and i18n.

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Design Dials

Control the "aesthetic DNA" of the output by adjusting these values in uidetox setup:

• DESIGN_VARIANCE (1-10): From clean/centered (1) to asymmetric/massive whitespace (10).
• MOTION_INTENSITY (1-10): From CSS-only (1) to complex spring physics and reveals (10).
• VISUAL_DENSITY (1-10): From spacious "art gallery" (1) to "cockpit mode" data density (10).

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The Slop Checklist

UIdetox actively hunts and destroys:

• Use of Emojis in text content
• Overused Inter font stacks.
• Generic Purple-Blue gradients.
• Identical Card Grids with no hierarchy.
• Meaningless Glassmorphism.
• Default Lucide/Radix patterns with zero customization.
• "Generic Startup" copywriting.

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Credits & License

Built on the shoulders of desloppify and impeccable

MIT © OJamals