Can I generate only specific types of tests?

Yes, the skill supports subcommands like /derive bdd for Gherkin features, /derive tdd for code skeletons, and /derive atdd for markdown test tables.

Does this skill support Chinese language specifications?

Yes, this version is specifically localized for zh-CN, allowing it to accurately parse and generate documentation in Simplified Chinese.

What input format does the skill require?

The skill is designed to process standard Markdown specification files (e.g., SPEC-XXX.md) that contain defined Acceptance Criteria.

What is Forward Derivation in software development?

Forward Derivation is the process of automatically generating downstream development and testing artifacts, such as BDD scenarios and unit test skeletons, directly from a source-of-truth design specification.

How does this skill prevent AI hallucinations?

It enforces strict mapping rules that require a 1:1 correspondence between Acceptance Criteria (AC) and generated tests, while explicitly forbidding the creation of scenarios not present in the original spec.

Forward Derivation Standards

Name: Forward Derivation Standards
Author: AsiaOstrich

byAsiaOstrich

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Seguridad y Pruebas

Generates BDD scenarios, TDD skeletons, and ATDD tables directly from approved software design specifications.

The Forward Derivation skill automates the transition from design to implementation by transforming Software Design Document (SDD) specifications into actionable development artifacts. It extracts Acceptance Criteria (AC) to produce BDD features, TDD unit test structures, and ATDD tables while maintaining strict 1:1 traceability. This ensures that development and testing remain perfectly aligned with the original requirements, eliminating manual errors and preventing 'hallucinated' scenarios that weren't in the original spec. Optimized for localized workflows, it provides a structured bridge between requirements engineering and code generation.

Características Principales

01Full traceability referencing Spec IDs and AC IDs in all outputs

02Simplified Chinese (zh-CN) localization for localized documentation

03Strict 1:1 mapping between Acceptance Criteria and generated tests

0440 GitHub stars

05Anti-hallucination rules to prevent the creation of out-of-scope scenarios

06Automated BDD/TDD/ATDD artifact generation from SDD specs

Casos de Uso

01Generating verification tables for Acceptance Test-Driven Development (ATDD)

02Creating unit test skeletons for TDD-based development workflows

03Converting Software Design Documents into executable Gherkin BDD feature files

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add asiaostrich/universal-dev-standards forward-derivation

For use in Claude.ai and ChatGPT

Download Skill