What is the primary goal of the Stream Coding skill?

The primary goal is to create AI-ready documentation. When documentation is clear enough, code generation becomes an automatic 'printout' of the intent, minimizing rework cycles.

Does Stream Coding work for existing projects?

Yes, it includes a Documentation Audit process specifically designed to reduce volume and increase the actionability of existing documentation for AI tools.

How does this achieve 10-20x development velocity?

By allocating 80% of the time to strategic thinking and documentation, it ensures the AI executes perfectly on the first pass, avoiding the endless revision cycles common in standard AI coding.

What is the Clarity Gate?

The Clarity Gate is a mandatory 13-item checklist and scoring rubric that evaluates if a specification is actionable, decision-based, and free of 'future-state' fluff before any code is written.

What are the mandatory sections for implementation docs?

Every implementation document must include an Anti-Patterns section, Test Case Specifications, an Error Handling Matrix, and Deep Links to reference materials.

Stream Coding Methodology

Name: Stream Coding Methodology
Author: frmoretto

byfrmoretto

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生産性とワークフロー

Accelerates AI development velocity by 10-20x through a documentation-first methodology and a rigorous 13-item Clarity Gate.

Stream Coding transforms the AI development process from imprecise 'vibe coding' into a high-velocity, documentation-first workflow. By treating clear documentation as the primary engineering output, this skill ensures that AI models receive zero-ambiguity instructions, resulting in production-grade code that matches intent on the first pass. It implements a comprehensive 13-item Clarity Gate, strategic section placement for anti-patterns and error matrices, and a four-phase methodology that prioritizes architectural thinking to virtually eliminate rework cycles.

主な機能

0113-item Clarity Gate scoring rubric to eliminate AI guesswork

0236 GitHub stars

03Mandatory implementation templates for anti-patterns and error matrices

04Strategic document architecture for single-source-of-truth management

05Four-phase time allocation model (40/40/15/5) for maximum efficiency

06Documentation Audit framework to strip fluff and optimize existing specs

ユースケース

01Scaling development velocity on complex features with minimal manual debugging

02Standardizing technical specifications for team-wide AI-assisted development

03Auditing legacy documentation to make it actionable for AI code generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add frmoretto/stream-coding stream-coding

For use in Claude.ai and ChatGPT

Download Skill