Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones. Use when the user wants to improve architecture, make a codebase more testable, consolidate tightly-coupled modules, or make it safer for AI agents to navigate and change.
EnglishDetects and removes AI-generated writing patterns from English text. Rewrites content to sound natural, authentic, and genuinely human.
EnglishRelentlessly interview the user when they want to learn about a topic, plan, or design until you both reach a shared, testable understanding, before any planning or implementation.
EnglishUse when implementing features or refactoring with TDD - enforces writing ONE test at a time, implementing minimal code to pass, then repeating, preventing batch test writing that defeats incremental design…
EnglishTurn a PRD into a Kanban-ready backlog of vertically sliced issues, with clear dependencies and HITL/AFK flags.
English
AGENT SKILLS ATLASIncludes Deep Codebase Audit, English Humanizer, Grill Master, 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
Deep Codebase Audit
Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones. Use when the user wants to improve architecture, make a codebase more testable, consolidate tightly-coupled modules, or make it safer for AI agents to navigate and change.
English Humanizer
Detects and removes AI-generated writing patterns from English text. Rewrites content to sound natural, authentic, and genuinely human.
Grill Master
Relentlessly interview the user when they want to learn about a topic, plan, or design until you both reach a shared, testable understanding, before any planning or implementation.
Incremental TDD
Use when implementing features or refactoring with TDD - enforces writing ONE test at a time, implementing minimal code to pass, then repeating, preventing batch test writing that defeats incremental design discovery
Slice the Spec
Turn a PRD into a Kanban-ready backlog of vertically sliced issues, with clear dependencies and HITL/AFK flags.
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 Deep Codebase Audit 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.