Utility: Detect and remove AI-generated code slop. Finds unnecessary comments, over-engineering, verbose error handling, premature abstractions. Solo operation, no team needed.
EnglishMulti-agent investigation for stubborn bugs. Use when: going in circles debugging, need to investigate browser/API interactions, complex bugs resisting normal debugging, or when symptoms don't match expectations. Launches parallel agents with different perspectives and uses Chrome tools for evidence gathering.
English5-agent parallel review gate using agent teams. Spawns Goal Verification, QA Execution, Code Quality, Security Audit, and Context Mining teammates. ALL must pass.
EnglishExecute a work plan using Atlas orchestration with agent teams. Reads plan from .sisyphus/plans/, creates a team, spawns specialized teammates to execute tasks in parallel waves.
English
AGENT SKILLS ATLASIncludes AI Slop Remover, Deep Debug, Review Work, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
AI Slop Remover
Utility: Detect and remove AI-generated code slop. Finds unnecessary comments, over-engineering, verbose error handling, premature abstractions. Solo operation, no team needed.
Deep Debug
Multi-agent investigation for stubborn bugs. Use when: going in circles debugging, need to investigate browser/API interactions, complex bugs resisting normal debugging, or when symptoms don't match expectations. Launches parallel agents with different perspectives and uses Chrome tools for evidence gathering.
Review Work
5-agent parallel review gate using agent teams. Spawns Goal Verification, QA Execution, Code Quality, Security Audit, and Context Mining teammates. ALL must pass.
Start Work
Execute a work plan using Atlas orchestration with agent teams. Reads plan from .sisyphus/plans/, creates a team, spawns specialized teammates to execute tasks in parallel waves.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the AI Slop Remover skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.