Why are Anti-patterns included in the specifications?

Defining what NOT to do is as important as defining what to do; providing AI with explicit anti-patterns prevents it from making common architectural or serialization mistakes.

What is the Clarity Gate?

The Clarity Gate is a mandatory 13-item checklist and scoring rubric used to verify that documentation is actionable, current, and unambiguous before any code generation begins.

How does Stream Coding achieve 10-20x velocity?

By allocating 80% of time to documentation and strategy, it eliminates the endless 'vibe coding' cycles of AI guessing and human correction, leading to near-zero rework.

Is this skill compatible with other AI editors?

Yes, while optimized for Claude Code, the Stream Coding methodology and SKILL.md format are designed to enhance performance in Cursor, Windsurf, and other AI-powered IDEs.

What is the Stream Coding methodology?

Stream Coding is a documentation-first approach where code is treated as the 'printout' of clear, AI-ready specifications. It focuses on removing ambiguity so AI can generate correct code on the first pass.

Stream Coding

Name: Stream Coding
Author: frmoretto

byfrmoretto

•

生産性とワークフロー

Implements a documentation-first methodology to achieve 10-20x development velocity by providing AI with zero-ambiguity specifications.

Stream Coding is a specialized methodology designed to eliminate "vibe coding" and costly rework cycles in AI-accelerated development. By shifting 80% of the effort to strategic thinking and AI-ready documentation, it ensures that code generation becomes a near-automatic execution of intent. This skill integrates a rigorous 13-item Clarity Gate and mandatory implementation sections—including Anti-patterns and Error Handling matrices—to provide Claude with the precise context needed to execute perfectly on the first pass without the need for endless revision cycles.

主な機能

014-Phase development framework: Strategy, Docs, Execution, Quality

02Documentation-first methodology for 10-20x velocity gains

03Mandatory templates for Anti-patterns and Error Handling matrices

04Strategic document architecture to maintain a single source of truth

05Integrated 13-item Clarity Gate with weighted scoring rubric

0636 GitHub stars

ユースケース

01Reducing rework cycles and 'AI guessing' in complex software architectures

02Auditing and cleaning legacy documentation to make it AI-ready

03Accelerating new feature development with zero-ambiguity specifications

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