What input formats does Spec Analyzer support?

Spec Analyzer supports markdown, plain text, and structured text formats to identify headers, requirements, and project sections.

Can it identify dependencies between features?

Yes, the skill analyzes the context of your specifications to detect which features depend on others, such as authentication requirements.

How does the skill define feature priority?

It uses a 1-5 scale ranging from Critical (core functionality) to Backlog (future considerations) based on explicit or inferred importance.

Does it handle non-functional requirements?

Yes, it is designed to identify and extract hidden features like error handling, performance benchmarks, and accessibility standards.

Is the output compatible with automation tools?

Absolutely. It generates a standardized JSON schema designed to be parsed by siftcoder or other developer workflow automation tools.

Spec Analyzer

Name: Spec Analyzer
Author: ialameh

byialameh

0•

生产力与工作流

Transforms natural language specification documents into structured, testable feature sets for automated implementation.

Spec Analyzer is a specialized Claude Code skill designed to bridge the gap between high-level project requirements and technical execution. By analyzing markdown, plain text, or structured documentation, it extracts granular, implementable features complete with testable acceptance criteria, priority rankings, and dependency mapping. This skill ensures that every requirement is translated into an actionable deliverable, identifying often-overlooked details like error handling and accessibility while providing a standardized JSON output that streamlines the transition from planning to active coding.

主要功能

01Generation of clear, testable acceptance criteria for every requirement

02Automated feature extraction from markdown and text specifications

030 GitHub stars

04Intelligent priority assignment and dependency mapping for sequencing

05Detection of hidden requirements like edge cases and validation rules

06Standardized JSON output for integration with implementation workflows

使用场景

01Translating natural language feature requests into technical requirements

02Converting a project MVP document into a structured feature backlog

03Breaking down complex epics into small, session-sized coding tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ialameh/sift-coder spec-analyzer

For use in Claude.ai and ChatGPT

Download Skill