How does this skill prevent AI hallucinations?

It implements strict anti-hallucination rules requiring every finding to be labeled as Confirmed, Inferred, or Unknown, and requires specific file and line-number references for every claim.

What does the 'spec' command do in this skill?

The 'spec' command scans your source code to identify APIs and business logic, then organizes them into a structured SDD (Software Design Description) specification file.

Can I use this for test gap analysis?

Yes, the 'tdd' subcommand analyzes your .feature files against existing unit tests to produce a coverage matrix showing which scenarios are covered, missing, or partially implemented.

Is this skill specific to a certain programming language?

No, this skill is part of a language-agnostic development standard and can be applied to projects written in various programming languages.

Reverse Engineering Assistant (Traditional Chinese)

Name: Reverse Engineering Assistant (Traditional Chinese)
Author: AsiaOstrich

byAsiaOstrich

•

Seguridad y Pruebas

Converts existing source code into technical specifications, BDD Gherkin scenarios, and TDD coverage reports.

This skill empowers developers to bridge the gap between legacy or undocumented code and modern development standards by reverse-engineering logic into structured documentation. It facilitates the extraction of formal specifications from source code, translates requirements into executable BDD (Behavior-Driven Development) feature files, and performs gap analysis to identify missing test coverage. By enforcing strict source-referencing and certainty labeling, it ensures high-fidelity documentation and full traceability between requirements and implementation.

Características Principales

01Generates BDD Gherkin scenarios directly from acceptance criteria

02Provides a clear workflow for synchronizing code, specs, and tests

0340 GitHub stars

04Uses certainty labels (Confirmed/Inferred/Unknown) to prevent AI hallucinations

05Extracts functional specifications (SDD) from code with line-level source references

06Analyzes test coverage by mapping feature files to existing unit tests

Casos de Uso

01Generating BDD feature files for better communication between stakeholders and developers

02Documenting legacy codebases that lack formal technical specifications

03Auditing existing test suites to identify untested business logic in complex modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add asiaostrich/universal-dev-standards reverse-engineer

For use in Claude.ai and ChatGPT

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