A comprehensive 12-component toolkit designed to automate the end-to-end product requirement lifecycle from discovery to documentation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install requirement-analysis-system
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install requirement-analysis-system using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Requirement Analysis Skills?
The Requirement Analysis Skills system is a professional-grade suite of components and workflows designed to streamline the work of product managers, pre-sales engineers, and analysts. By leveraging these Openclaw Skills, AI agents can systematically navigate the complexities of product discovery, solution analysis, and feature prioritization. The system integrates established industry frameworks such as JTBD (Jobs To Be Done), RICE prioritization, and Gherkin-style acceptance criteria to ensure that every requirement is technically sound and user-centric.
This skill set transforms vague user feedback into structured, actionable data. Whether you are defining a new project's problem statement or generating a multi-page Product Requirement Document (PRD), these Openclaw Skills provide the necessary structure to maintain high standards of requirement engineering across the entire development lifecycle.
Requirement Analysis Skills Use Cases
- Defining clear, empathy-driven problem statements during new project kickoffs to align stakeholders.
- Generating proto-personas and customer journey maps to visualize user interactions when formal research data is limited.
- Evaluating feature investment ROI using revenue, user impact, and risk-based scoring models.
- Transforming complex business requirements into developer-ready user stories with detailed acceptance criteria.
How Requirement Analysis Skills Works
- Discovery Phase: The agent identifies the user persona and maps the customer journey to uncover true pain points using the jobs-to-be-done framework.
- Analysis Phase: It utilizes a Problem Framing Canvas to avoid cognitive bias and creates Opportunity Solution Trees to link business goals to specific features.
- Prioritization Phase: The system runs the prioritization-advisor to select the best framework (ICE, Kano, or WSJF) based on the product stage and data availability.
- Output Phase: The agent synthesizes all analytical data into structured outputs, including epic hypotheses, user stories, and final PRD development.
Requirement Analysis Skills Setup
To integrate this system into your AI agent environment, follow these installation steps using the CLI:
# Install the requirement analysis skill package
openclaw install requirement-analysis
# Verify installation by running a discovery command
/requirement-analysis discovery problem-statement "The user registration flow is too complex"
Requirement Analysis Skills Data Schema & Taxonomy
The skill organizes its output into a hierarchical structure to ensure data traceability and clarity:
| Layer | Component | Output Type | Primary Metadata |
|---|---|---|---|
| Discovery | Persona/Journey | Markdown/Table | user-centric, discovery |
| Analysis | Solution Tree | Tree/List | strategic-mapping, analysis |
| Prioritization | ROI Advisor | Matrix/Score | decision-support, roi |
| Output | User Story/PRD | Gherkin/Doc | agile, documentation |
Requirement Analysis Skills Advanced Features
- Workflow Orchestration: A specialized mode that chains all 12 skills into a single end-to-end PRD generation pipeline.
- Adaptive Framework Selection: Automatically recommends the most effective prioritization method based on your team size and data maturity.
- PreSales AI Integration: Connects directly with sales-focused agents to bridge the gap between customer requests and technical specifications.
- Interactive Problem Framing: Guided questioning modules that help users identify root causes and avoid implementation-first bias.
SKILL.md
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