analyze

Assess project requirement completeness and context to inform solution design.

654|94|Updated Sep 26, 2025
One-click install
npx skills add https://github.com/hellowind777/helloagents --skill analyze-hellowind777
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/hellowind777/helloagents/tree/main/Archive/1.x/Claude/Skills/CN/skills/helloagents/analyze
Command: npx skills add https://github.com/hellowind777/helloagents --skill analyze-hellowind777

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates and formalizes project requirements, reading existing context and guiding a deterministic analysis process to support solution design.

Core Features & Use Cases

  • Requirement completeness scoring to quantify clarity and readiness.
  • Context extraction and knowledge-base guidance to surface relevant project details.
  • Decision gates and phase transitions to control progression from analysis to design.
  • Clarifying questions and surfaced gaps to reduce ambiguity and rework.

Quick Start

Describe your project goals and current context to trigger the requirement analysis workflow.

Frequently Asked Questions about analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate project requirements before moving to solution design?

To validate project requirements, you can use structured requirement analysis to assess completeness and context. This process applies scoring, clarifying questions, and decision gates to reduce ambiguity and ensure readiness for solution design.

What is requirement completeness scoring and how does it work?

Requirement completeness scoring is a mechanism to quantify the clarity and readiness of your project goals. It evaluates gathered context to surface gaps, generating a score that informs whether requirements are sufficient to proceed.

How do I set up decision gates for phase transitions in requirement gathering?

Setting up decision gates involves enforcing structured steps for phase transitions during requirement gathering. This controls progression from analysis to design by requiring clarifications and validating context before allowing the project to advance.

Can I use structured analysis to review an existing codebase for project gaps?

Yes, structured analysis can be applied to codebase review scenarios. It extracts existing context and surfaces gaps through clarifying questions, ensuring the current state aligns with required project goals before further development.

What is the best way to reduce ambiguity during the requirement gathering phase?

The best way to reduce ambiguity is by applying a deterministic analysis process that enforces clarifying questions. This surfaces hidden gaps and formalizes project requirements early, preventing costly rework during later stages.

Does requirement analysis work without a predefined knowledge base?

Requirement analysis works best with existing context but can trigger the workflow from basic project goals. It relies on extracting available details and generating clarifying questions to build the necessary knowledge base for validation.