How does this skill validate my feature specifications?

It acts as a downstream consumer of your Epic. If the skill cannot map every AC to a technical implementation or finds incomplete data contracts, it flags the spec for revision before starting the design.

What is the 'Spiral Pattern' mentioned in the documentation?

The Spiral Pattern is a documentation style that repeatedly connects functional requirements to technical implementations across different layers of the design to ensure redundant, reliable context for developers.

What is the Altitude Model in LS Tech Design?

The Altitude Model is a structural approach that designs from High Altitude (System Context/30,000 ft) to Medium Altitude (Module Architecture/10,000 ft) and finally Low Altitude (Interface Definitions/Ground Level).

How does it help with testing and QA?

It implements a 'Confidence Chain' where every Acceptance Criteria (AC) is mapped to a Test Condition (TC), which is then assigned to a specific test file and implementation chunk.

LS Tech Design Architect

Name: LS Tech Design Architect
Author: liminal-ai

byliminal-ai

0•

개발자 도구

Transforms feature specifications into implementable technical designs with detailed architecture, interfaces, and test mapping.

The LS Tech Design skill bridges the gap between product requirements and engineering execution by providing a structured framework for technical architecture. Utilizing the 'Altitude Model,' it generates comprehensive design documents ranging from high-level system context to ground-level interface definitions. It functions as both a validator for feature specs and a blueprint for developers, ensuring a 'Confidence Chain' where every requirement is mapped to specific test conditions and implementation plans, significantly reducing architectural ambiguity and downstream bugs.

주요 기능

01Automated 'Confidence Chain' mapping ACs to Test Conditions

02Three-tier Altitude Model (High, Medium, and Ground level design)

030 GitHub stars

04Feature specification validation to ensure implementation readiness

05Detailed module architecture and interface definition generation

06Structured work plan chunking for agile story creation

사용 사례

01Validating the technical feasibility and completeness of a Feature Spec

02Converting a complex product Epic into a detailed engineering blueprint

03Architecting component-level interfaces and test plans for new features

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add liminal-ai/code-steward ls-tech-design

For use in Claude.ai and ChatGPT

주요 기능

01Automated 'Confidence Chain' mapping ACs to Test Conditions

02Three-tier Altitude Model (High, Medium, and Ground level design)

030 GitHub stars

04Feature specification validation to ensure implementation readiness

05Detailed module architecture and interface definition generation

06Structured work plan chunking for agile story creation

사용 사례

01Validating the technical feasibility and completeness of a Feature Spec

02Converting a complex product Epic into a detailed engineering blueprint

03Architecting component-level interfaces and test plans for new features

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add liminal-ai/code-steward ls-tech-design

For use in Claude.ai and ChatGPT