requirements-elicitation

Analyze meeting transcripts to extract requirements, decisions, and action items. Specialized extraction for conversational content.

Facilitate AI-assisted brainstorming sessions for requirements discovery. Uses divergent-convergent thinking patterns to generate ideas, then filters and refines them. Supports multiple brainstorming techniques.

Main orchestrator for full requirements elicitation workflow. Coordinates interviews, document extraction, simulation, research, and synthesis.

Export elicited requirements to specification formats for downstream processing.

Extract requirements from documents (PDF, Markdown, Word, URLs). Identifies requirement candidates and outputs in pre-canonical format.

Analyze requirements for completeness and identify missing areas.

Conduct a structured requirements elicitation interview using AI-led LLMREI patterns.

Create a customer journey map from elicited requirements. Visualizes end-to-end user experience with stages, touchpoints, emotions, and pain points. Outputs Mermaid diagrams.

Apply prioritization methods to elicited requirements. Supports MoSCoW, Kano Model, WSJF, and Wiegers' scoring. Outputs ranked requirements with justification.

Research domain knowledge using MCP servers (perplexity, context7, firecrawl). Gathers best practices, regulatory requirements, and competitive insights.

Run multi-stakeholder simulation to generate requirements from diverse perspectives. Simulates End User, Technical, Business, Compliance, and Operations stakeholders.

Create a user story map from elicited requirements. Visualizes user journey with backbone activities, walking skeleton, and release slices. Outputs Mermaid diagrams.

Generate stakeholder surveys for requirements gathering and analyze responses. Creates questionnaires based on domain context, collects structured feedback, and produces statistical analysis with requirement candidates.

Facilitate structured requirements workshops (JAD-style). Guides through agenda, captures decisions, resolves conflicts, and produces consolidated requirements. Supports multiple workshop formats.