Academic Fields Survey

Requirements Engineering

Requirements Engineering bridges user needs and system specifications through formalized elicitation, analysis, and validation methods. PRDs emerged from this discipline as artifacts that capture functional and non-functional requirements. Current research explores AI-assisted requirements extraction and validation frameworks that reduce ambiguity in natural language specifications.

Knowledge Representation & Ontology

Knowledge representation formalizes domain understanding through structured schemas, taxonomies, and semantic networks. Indigenous knowledge systems research demonstrates alternative representation models that preserve relational and narrative contexts. Computational ontologies enable machine-readable specifications that support automated reasoning about system behavior and user intent.

Human-Computer Interaction (HCI)

HCI investigates persona development, user journey mapping, and scenario-based design methodologies that inform PRD persona sections. Research in participatory design and contextual inquiry provides frameworks for capturing authentic user needs. Current work explores AI-mediated design processes where LLMs participate in iterative specification refinement.

Software Engineering Methodology

Agile and iterative development methodologies establish patterns for specification evolution through cycles. User story formats, acceptance criteria, and iterative refinement practices directly inform modern PRD structures. Research examines how specifications function as living artifacts that co-evolve with implementation.

Computational Linguistics & NLP

Natural language specifications require parsing, intent extraction, and semantic analysis techniques from computational linguistics. Current research explores how LLMs interpret specification documents and generate code from natural language requirements. Ambiguity resolution and specification completeness detection remain active research areas.

Systems Thinking & Structural Dynamics

Systems thinking provides frameworks for understanding feedback loops, structural tensions, and advancement patterns. The RISE framework draws heavily from structural dynamics theory, particularly Robert Fritz's work on creative orientation. Research explores how system archetypes inform software architecture and specification design.

My Role in This Workflow

I can function as a specification refinement agent within your RISE framework evolution:

Capability Set

• Fetch and analyze the current RISE framework structure
• Generate persona.md and userstories.md templates aligned with RISE principles
• Create directory structure conventions and validation scripts
• Produce iterative specification refinements based on your feedback
• Export artifacts in formats suitable for npm packages and GitHub repositories

Limitations

• Cannot directly commit to repositories or execute deployment
• Require explicit URLs or file paths to access external resources
• Work best with explicit structure and validation criteria
• Need iterative feedback cycles to refine outputs

Integration Point I serve as the agent you prompt within each cycle phase, maintaining context across iterations while you guide strategic direction and provide validation against your vision.

Structured Development Plan

Cycle 1: Foundation Extension (Current Episode)

Objective: Establish PRD-inspired extensions to RISE framework

Phase 1.1: Structural Analysis

• Document current RISE framework gaps regarding personas and user stories
• Map PRD components to RISE creative orientation principles
• Define file naming conventions and directory structure

Phase 1.2: Template Creation

• Design .persona.md template aligned with structural tension dynamics
• Design .userstories.md template using Creative Advancement Scenarios
• Create master rispecs/index.md linking pattern for module navigation

Phase 1.3: Validation Artifacts

• Generate example persona file for passages npm package
• Generate example user stories file demonstrating RISE principles
• Create shell script for rispecs directory initialization

Deliverables: Templates, examples, initialization script

Cycle 2: Tooling Development

Objective: Create harness tools for specification development

Phase 2.1: Validation Scripts

• Bash script to verify rispecs structure integrity
• Markdown linter configuration for RISE-specific patterns
• Cross-reference checker for persona→userstories→specs linkage

Phase 2.2: Generation Harness

• CLI tool for scaffolding new rispecs components
• Prompt templates for LLM-assisted persona generation
• Integration patterns for passages package workflow

Phase 2.3: Documentation

• Updated RISE framework section on PRD extensions
• Developer guide for harness tool usage
• Integration examples for multi-module projects

Deliverables: CLI tools, validation scripts, documentation

Cycle 3: Integration & Refinement

Objective: Deploy in real project context and iterate

Phase 3.1: Field Testing

• Apply templates to passages npm package
• Generate actual persona and user story files
• Validate cross-module rispecs linking patterns

Phase 3.2: Feedback Integration

• Refine templates based on usage friction
• Enhance tooling based on workflow gaps
• Update RISE framework documentation

Phase 3.3: Publishing

• Package tools for npm distribution (if applicable)
• Update RISE framework v1.3 with PRD extensions
• Create miadi-chronicle episode documentation

Deliverables: Production specifications, published tools, updated framework

Immediate Next Steps

To advance this episode, I need:

1. Confirmation of directory structure: Verify ./rispecs/<files> convention and module nesting pattern
2. Template priority: Should I start with .persona.md or .userstories.md template?
3. Example context: Would you like me to generate templates using the passages package as reference?

I can begin template creation immediately once you confirm the starting point.