Machine-Optimized Text Hierarchy
The compact format for PRDs, rules, and architecture in AI-assisted development. Mothify compresses product knowledge into structured context that coding agents can keep always-on.
Try MOTHify - Custom GPT
Use our custom ChatGPT to convert your docs to MOTH format, or paste the onboarding prompt into any LLM.
Launch MOTHify GPT →Or copy this prompt for Claude, Gemini, or any other LLM:
Universal Onboarding Prompt
You now understand MOTH notation.
## Core Syntax
- [SECTIONS] in ALL_CAPS denote logical blocks
- key:value is the primary data pattern
- Semicolons (;) separate list items
- {key=value} for state/config objects
## When Reading MOTH Files
- [FEATURES] → Requirements to implement
- [SCHEMAS] → Data models to create
- [API] → Endpoints to build
- [RULES] → Coding standards to follow
- [FORBIDDEN] → NEVER violate these
MOTH is 70-90% more compact than markdown.
Everything is structured and actionable.Convert Docs to MOTH
Teach any LLM to transform verbose documentation into compact MOTH format. Works with Claude, Gemini, ChatGPT, and all major AI models.
Mothify LLM Prompt
Complete conversion guide with examples and validation rules
PRD Conversion
Transform product docs into structured specs
Rules Files
Convert style guides to coding rules
Architecture
Compress system architecture docs
Validation
Built-in syntax and structure checks
What you get: Complete prompt with MOTH syntax rules, conversion strategies, examples, and validation guidelines. Achieves 70-90% compression while preserving all critical information.
Why MOTH?
intent:product_requirements audience:dev_team; version:1.0.0 [PRODUCT] name:TaskFlow; type:saas domain:project_management [FEATURES] boards:kanban+list+calendar tasks:create;assign;track realtime:websocket [STACK] frontend:react+typescript backend:fastapi; db:postgresql
Ready to get started?
Learn the syntax, explore examples, and start using MOTH in your projects today.