stream-coding

Implements a documentation-first methodology with a 13-item Clarity Gate for AI-ready specifications.

Updated Jan 26, 2026

Search Tags:#documentation #code generation #specifications #ai-assisted development #agile methodology #clarity gate

Ready to run

npx skills add https://github.com/Nyua/personal-profile-webpage --skill stream-coding-nyua

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: stream-coding
Source: https://github.com/Nyua/personal-profile-webpage/tree/main/.agent/skills/my-skill/Streaming
Command: npx skills add https://github.com/Nyua/personal-profile-webpage --skill stream-coding-nyua

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the inefficiency and rework cycles caused by unclear or incomplete documentation, enabling AI to generate accurate code directly from specifications.

Core Features & Use Cases

Documentation-First Methodology: Prioritizes creating AI-ready documentation before coding.
Clarity Gate: A rigorous 13-item checklist to ensure documentation is unambiguous and actionable for AI.
Use Case: When you need to build a new feature, use this Skill to guide the creation of a specification document that an AI can directly use to generate the codebase, minimizing human oversight and rework.

Quick Start

Use the stream-coding skill to document the new user authentication module.

Frequently Asked Questions about stream-coding

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I write documentation for AI-assisted development to generate code automatically?▼

To write documentation for AI-assisted development, use a documentation-first methodology that enforces a 13-item Clarity Gate to ensure specifications are actionable, specific, and structured. This approach enables AI to generate accurate codebase directly from the specifications.

What is a Clarity Gate in agile methodology documentation?▼

A Clarity Gate in agile methodology documentation is a rigorous 13-item checklist combined with a 6-criterion scoring rubric. It ensures specifications are unambiguous, consistent, and clearly referenced so AI can process them without human rework.

How do I create AI-ready specifications for a new software feature?▼

You create AI-ready specifications by following a defined methodology that includes strategic planning, implementation detailing, and quality assurance phases. Using structured templates ensures the resulting documentation is disambiguated and ready for automatic code generation.

Why does AI code generation from my specifications require rework cycles?▼

AI code generation requires rework cycles when initial documentation is incomplete or ambiguous. Applying a 6-criterion scoring rubric and a strict clarity checklist before implementation ensures the documentation is sufficiently actionable to prevent these inefficiencies.

Can I use documentation-first development for any software engineering project?▼

Yes, you can use documentation-first development for any software engineering project requiring automatic code generation. The methodology supports strategic planning and implementation detailing to produce structured, AI-ready specifications for new modules like user authentication.