Use when editing FICTION prose to detect AI-generation patterns — synthetic feel, problems with narrative distance, ready-made metaphors, implausible physiology, monotonous rhythm. Activates on "проверь прозу на AI-паттерны", "редактура художественного текста", "это звучит синтетически", "check this fiction for AI patterns", "AI prose detection". Suited for psychological thrillers, cyberpunk, any tense prose. Focuses on the principles by which AI produces synthetic text, not on mechanical "banned-word" search. For technical documents use clarity-validator instead; if unsure whether fiction-editing is wanted, ask the user.
EnglishUse when implementing code per an existing architecture or PLAN document. Activates when the user asks to "implement", "code this up", "build the feature", "add the endpoint", "write the component", or in russian «реализуй», «закодь», «добавь endpoint», «сделай компонент». Mandates TDD via the tdd-master:tdd-master skill (RED-GREEN-REFACTOR before any production code), enforces minimal changes (FPF A.11), fail-fast error handling, and Functional Clarity principles. Loads stack-specific references (backend-python or frontend-react) on demand. Never designs systems; never reviews others' code.
English
AGENT SKILLS ATLASIncludes AI Prose Detector and Code Implementer.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
AI Prose Detector
Use when editing FICTION prose to detect AI-generation patterns — synthetic feel, problems with narrative distance, ready-made metaphors, implausible physiology, monotonous rhythm. Activates on "проверь прозу на AI-паттерны", "редактура художественного текста", "это звучит синтетически", "check this fiction for AI patterns", "AI prose detection". Suited for psychological thrillers, cyberpunk, any tense prose. Focuses on the principles by which AI produces synthetic text, not on mechanical "banned-word" search. For technical documents use clarity-validator instead; if unsure whether fiction-editing is wanted, ask the user.
Code Implementer
Use when implementing code per an existing architecture or PLAN document. Activates when the user asks to "implement", "code this up", "build the feature", "add the endpoint", "write the component", or in russian «реализуй», «закодь», «добавь endpoint», «сделай компонент». Mandates TDD via the tdd-master:tdd-master skill (RED-GREEN-REFACTOR before any production code), enforces minimal changes (FPF A.11), fail-fast error handling, and Functional Clarity principles. Loads stack-specific references (backend-python or frontend-react) on demand. Never designs systems; never reviews others' code.
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 Prose Detector 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.