What are the four mandatory sections in implementation docs?

According to the Stream Coding methodology, every implementation document must include Anti-Patterns, Test Case Specifications, an Error Handling Matrix, and Deep Link References.

How does the Clarity Gate prevent 'vibe coding'?

The Clarity Gate is a 13-item checklist that ensures documentation is actionable, current, and decision-based, removing the vague 'vibes' that lead AI to make incorrect assumptions.

What is the 40/40/20 time allocation rule?

It suggests spending 40% of time on strategic thinking, 40% on AI-ready documentation, and 20% on execution and quality assurance to reach 10-20x development velocity.

Can I use Stream Coding with other AI tools like Cursor?

Yes, while this skill is optimized for Claude, the Stream Coding manifesto and SKILL.md framework are designed to enhance velocity across all major AI-accelerated IDEs.

What is Stream Coding?

Stream Coding is a documentation-first development methodology where 80% of effort is spent on strategic thinking and documentation, making code generation by AI automatic and error-free.

Stream Coding

Name: Stream Coding
Author: frmoretto

byfrmoretto

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Productividad y Flujo de Trabajo

Implements a documentation-first methodology that transforms requirements into AI-ready specifications for 10-20x development velocity.

Stream Coding shifts the developer's focus from writing code to crafting hyper-clear documentation, treating code as a secondary 'printout' of well-defined specs. By enforcing a rigorous 13-item Clarity Gate and specific document architectures—categorized into Strategic, Implementation, and Reference types—this skill eliminates AI ambiguity and the resulting 'vibe coding' rework cycles. It is ideal for developers using AI assistants like Claude, Cursor, or Windsurf who want to achieve professional-grade output with minimal revision by ensuring the AI never has to guess intent.

Características Principales

01Mandatory Anti-Patterns and Error Handling matrix templates

02Documentation Audit framework to prune 'aspirational' fluff and cruft

0313-item Clarity Gate scoring rubric to audit documentation quality

0436 GitHub stars

05AI-ready test case specification standards for zero-guess execution

06Tiered document architecture (Strategic vs. Implementation vs. Reference)

Casos de Uso

01Cleaning up legacy documentation to make existing codebases AI-ready

02Scaling AI-accelerated development without increasing technical debt or rework cycles

03Standardizing team-wide technical specifications for consistent 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