A specialized AI skill that transforms high-level ideas into comprehensive technical specifications through guided dialogue and industry-standard frameworks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install requirements-analysis
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 requirements-analysis 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 Requirements Analysis Expert?
The Requirements Analysis Expert is a professional-grade tool designed to bridge the gap between initial concepts and execution-ready documentation. By engaging in multi-round dialogues, it helps developers and product managers extract functional requirements, identify stakeholders, and define clear business values. This skill is a core component of the Openclaw Skills library, ensuring that every project starts with a robust, well-structured foundation.
Built on proven methodologies like INVEST for user stories and Given-When-Then for acceptance criteria, this skill automates the tedious parts of technical writing. It ensures that non-functional requirements like performance, security, and scalability are never overlooked, providing a holistic view of the software lifecycle before a single line of code is written.
Requirements Analysis Expert Use Cases
- Converting a single-sentence feature idea into a full-scale functional specification.
- Decomposing complex business EPICs into granular, actionable user stories.
- Facilitating stakeholder identification sessions to uncover hidden dependencies.
- Prioritizing project backlogs using data-driven frameworks like RICE or MoSCoW.
- Creating standardized documentation templates for team-wide alignment.
How Requirements Analysis Expert Works
- The agent captures the initial requirement by asking 5W1H questions to understand the 'what', 'why', and 'who'.
- It identifies and categorizes stakeholders, including business sponsors, end-users, and technical leads.
- Detailed functional and non-functional specifications are extracted, focusing on performance, security, and data flow.
- Timelines and external dependencies are mapped to identify potential project risks.
- Acceptance criteria are defined using the Given-When-Then format to ensure testability.
- The final output is generated as structured Markdown documentation based on professional templates.
Requirements Analysis Expert Setup
To integrate this capability into your AI workflow, install it via your package manager or agent interface. As part of the Openclaw Skills ecosystem, it can be initialized with the following commands:
# Install the requirements-analysis skill
openclaw install requirements-analysis
# Call the skill within your agent session
/use-skill requirements-analysis
Requirements Analysis Expert Data Schema & Taxonomy
The skill organizes data into a hierarchical taxonomy to maintain traceability from vision to task:
| Level | Description | Metadata Captured |
|---|---|---|
| EPIC | High-level business initiatives | Vision, Business ROI, Success Metrics |
| Requirements | Specific functional blocks | Features, Logic, Data Requirements |
| User Stories | INVEST-compliant tasks | Actor, Action, Value, Acceptance Criteria |
| Prioritization | Framework-based ranking | MoSCoW, RICE scores, Kano category |
Requirements Analysis Expert Advanced Features
- Support for multiple prioritization models including MoSCoW, RICE, Kano, and Value vs Cost.
- Hierarchical decomposition logic that maintains strict parent-child relationships from EPICs to User Stories.
- Automated non-functional requirement checklists for security, compliance, and disaster recovery.
- Standardized template injection for consistent Openclaw Skills documentation output.
- Stakeholder mapping and dependency tracking across multi-agent workflows.
SKILL.md
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