mirror of
https://github.com/bmadcode/BMAD-METHOD.git
synced 2025-12-29 16:14:59 +00:00
brainstorming, research and partymode updated to use sharded step flow workflows
This commit is contained in:
Brian Madison
@@ -23,8 +23,9 @@ agent:
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description: Get workflow status or initialize a workflow if not already done (optional)
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- trigger: brainstorm-project
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exec: "{project-root}/{bmad_folder}/bmm/workflows/1-analysis/brainstorm-project/workflow.md"
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description: Guided Brainstorming session with final report (optional)
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exec: "{project-root}/{bmad_folder}/core/workflows/brainstorming/workflow.md"
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data: "{project-root}/{bmad_folder}/bmm/data/project-context-template.md"
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description: Guided Project Brainstorming session with final report (optional)
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- trigger: research
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exec: "{project-root}/{bmad_folder}/bmm/workflows/1-analysis/research/workflow.md"
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@@ -17,7 +17,7 @@ agent:
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- Docs are living artifacts that evolve with code. Know when to simplify vs when to be detailed.
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critical_actions:
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- "CRITICAL: Load COMPLETE file {project-root}/{bmad_folder}/bmm/workflows/techdoc/documentation-standards.md into permanent memory and follow ALL rules within"
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- "CRITICAL: Load COMPLETE file {project-root}/{bmad_folder}/bmm/data/documentation-standards.md into permanent memory and follow ALL rules within"
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- "Find if this exists, if it does, always treat it as the bible I plan and execute against: `**/project-context.md`"
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menu:
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@@ -54,7 +54,7 @@ agent:
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description: Create clear technical explanations with examples
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- trigger: standards-guide
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action: "Display the complete documentation standards from {project-root}/{bmad_folder}bmm/workflows/techdoc/documentation-standards.md in a clear, formatted way for the user."
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action: "Display the complete documentation standards from {project-root}/{bmad_folder}bmm/data/documentation-standards.md in a clear, formatted way for the user."
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description: Show BMAD documentation standards reference (CommonMark, Mermaid, OpenAPI)
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- trigger: party-mode
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29
src/modules/bmm/data/README.md
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29
src/modules/bmm/data/README.md
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@@ -0,0 +1,29 @@
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# BMM Module Data
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This directory contains module-specific data files used by BMM agents and workflows.
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## Files
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### `project-context-template.md`
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Template for project-specific brainstorming context. Used by:
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- Analyst agent `brainstorm-project` command
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- Core brainstorming workflow when called with context
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### `documentation-standards.md`
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BMAD documentation standards and guidelines. Used by:
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- Tech Writer agent (critical action loading)
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- Various documentation workflows
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- Standards validation and review processes
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## Purpose
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Separates module-specific data from core workflow implementations, maintaining clean architecture:
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- Core workflows remain generic and reusable
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- Module-specific templates and standards are properly scoped
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- Data files can be easily maintained and updated
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- Clear separation of concerns between core and module functionality
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40
src/modules/bmm/data/project-context-template.md
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40
src/modules/bmm/data/project-context-template.md
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@@ -0,0 +1,40 @@
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# Project Brainstorming Context Template
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## Project Focus Areas
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This brainstorming session focuses on software and product development considerations:
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### Key Exploration Areas
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- **User Problems and Pain Points** - What challenges do users face?
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- **Feature Ideas and Capabilities** - What could the product do?
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- **Technical Approaches** - How might we build it?
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- **User Experience** - How will users interact with it?
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- **Business Model and Value** - How does it create value?
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- **Market Differentiation** - What makes it unique?
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- **Technical Risks and Challenges** - What could go wrong?
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- **Success Metrics** - How will we measure success?
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### Integration with Project Workflow
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Brainstorming results will feed into:
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- Product Briefs for initial product vision
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- PRDs for detailed requirements
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- Technical Specifications for architecture plans
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- Research Activities for validation needs
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### Expected Outcomes
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Capture:
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1. Problem Statements - Clearly defined user challenges
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2. Solution Concepts - High-level approach descriptions
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3. Feature Priorities - Categorized by importance and feasibility
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4. Technical Considerations - Architecture and implementation thoughts
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5. Next Steps - Actions needed to advance concepts
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6. Integration Points - Connections to downstream workflows
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---
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_Use this template to provide project-specific context for brainstorming sessions. Customize the focus areas based on your project's specific needs and stage._
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@@ -1,71 +0,0 @@
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# Project Brainstorming Focus
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This context guide provides project-specific considerations for brainstorming sessions focused on software and product development.
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## Session Focus Areas
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When brainstorming for projects, consider exploring:
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- **User Problems and Pain Points** - What challenges do users face?
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- **Feature Ideas and Capabilities** - What could the product do?
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- **Technical Approaches** - How might we build it?
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- **User Experience** - How will users interact with it?
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- **Business Model and Value** - How does it create value?
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- **Market Differentiation** - What makes it unique?
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- **Technical Risks and Challenges** - What could go wrong?
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- **Success Metrics** - How will we measure success?
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## Integration with Project Workflow
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Brainstorming sessions typically feed into:
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- **Product Briefs** - Initial product vision and strategy
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- **PRDs** - Detailed requirements documents
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- **Technical Specifications** - Architecture and implementation plans
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- **Research Activities** - Areas requiring further investigation
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## Brainstorming Techniques for Projects
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### Problem-Solution Mapping
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- Identify core user problems
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- Brainstorm multiple solution approaches
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- Evaluate feasibility and impact
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### Feature Ideation
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- Must-have vs nice-to-have features
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- User journey mapping
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- Competitive differentiation opportunities
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### Technical Architecture Thinking
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- High-level system design considerations
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- Technology stack possibilities
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- Integration challenges and opportunities
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### Business Model Canvas
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- Value proposition identification
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- Customer segments and channels
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- Revenue streams and cost structures
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## Output Structure Guidance
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Brainstorming results should capture:
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1. **Problem Statements** - Clearly defined user challenges
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2. **Solution Concepts** - High-level approach descriptions
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3. **Feature Priorities** - Categorized by importance and feasibility
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4. **Technical Considerations** - Architecture and implementation thoughts
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5. **Next Steps** - Actions needed to advance concepts
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6. **Integration Points** - Connections to downstream workflows
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## Session Facilitation Notes
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This context will be passed to the core CIS brainstorming workflow to:
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- Provide project-specific framing for ideation techniques
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- Ensure results align with BMAD workflow expectations
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- Maintain focus on software/product development considerations
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- Facilitate smooth integration with subsequent workflows
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@@ -1,194 +0,0 @@
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# Project Brainstorming Step 1: Orchestrated Brainstorming Session
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## MANDATORY EXECUTION RULES (READ FIRST):
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- 🎯 This is a meta-workflow that orchestrates the core brainstorming workflow
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- 📋 YOU ARE A BRAINSTORMING FACILITATOR, Guiding the user to get the best ideas out of them through facilitated suggestion
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- 💬 FOCUS on project-specific context and workflow integration
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- 🔗 CRITICAL: Must pass context to core brainstorming workflow correctly
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## EXECUTION PROTOCOLS:
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- 🎯 Validate workflow status and execution context before proceeding
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- 📖 Load project context from brainstorming-focus.md
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- 🔗 Invoke core brainstorming workflow with project context
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- 💾 Save results to specified output location
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- 📊 Update workflow status in integrated mode
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## CONTEXT BOUNDARIES:
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- Project context from brainstorming-focus.md is available
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- Core brainstorming workflow path: `{project-root}/{bmad_folder}/core/workflows/brainstorming/workflow.yaml`
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- Output location: `{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md`
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- Status file: `{output_folder}/bmm-workflow-status.yaml` (if in integrated mode)
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## YOUR TASK:
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Orchestrate a project brainstorming session using the core brainstorming workflow with project-specific context.
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## PROJECT BRAINSTORMING SEQUENCE:
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### 1. Workflow Status Validation
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Begin with status validation approach:
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"Now I'll set up your **project brainstorming session** by validating the workflow context and preparing the core brainstorming workflow.
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**Status Validation Focus:**
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- Check for existing workflow status file
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- Validate execution mode (standalone vs integrated)
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- Ensure brainstorming is appropriate next step in sequence
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- Prepare workflow integration context
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**Let me check the current workflow status.**"
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#### Status File Check
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- Check if `{output_folder}/bmm-workflow-status.yaml` exists
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- If no status file: Set standalone_mode = true
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- If status file exists: Load and validate workflow sequence
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- Check if brainstorm-project is next expected workflow
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- Validate project_level from metadata
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### 2. Project Context Loading
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Load project-specific brainstorming guidance:
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"**Loading Project Brainstorming Context...**
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**Project Focus Areas for Today's Session:**
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- User Problems and Pain Points identification
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- Feature Ideas and Capabilities exploration
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- Technical Approaches and feasibility consideration
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- User Experience design thinking
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- Business Model and Value creation strategies
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- Market Differentiation opportunities
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- Technical Risks and Challenges assessment
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- Success Metrics definition
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**Integration Pathways:**
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This brainstorming session will feed into:
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- Product Briefs for initial product vision
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- PRDs for detailed requirements
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- Technical Specifications for architecture plans
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- Research Activities for validation needs"
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### 3. Core Brainstorming Workflow Orchestration
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Invoke the core brainstorming workflow with project context:
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**Orchestration Approach:**
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"I'll now orchestrate the **core brainstorming workflow** with your project-specific context.
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**What to Expect:**
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- Interactive brainstorming techniques menu tailored for projects
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- Project-focused ideation methods and guidance
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- Structured capture of all generated ideas and insights
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- Results saved to your project's brainstorming folder
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**The core workflow will provide:**
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- Multiple brainstorming technique options
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- Guided ideation sessions based on your selections
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- Real-time capture and organization of ideas
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- Project-specific prompting and context awareness
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**Let me launch the core brainstorming workflow with your project context...**"
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#### Workflow Invocation
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- Execute: `{project-root}/{bmad_folder}/core/workflows/brainstorming/workflow.yaml`
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- Pass: `brainstorming-focus.md` context as input data
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- Ensure: Output saves to `{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md`
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- Monitor: Session progress and results generation
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### 4. Session Completion and Status Update
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Complete the orchestrated session:
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**Completion Process:**
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"**✅ Project Brainstorming Session Complete!**
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**Session Results:**
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- Brainstorming session successfully orchestrated
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- Core workflow executed with project context
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- Results captured in: `{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md`
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- All ideas and insights organized for downstream workflows
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{{#if standalone_mode != true}}
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**Workflow Status Updated:**
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- Progress tracking updated in BMAD workflow system
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- Ready for next workflow in sequence
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**Next Steps:**
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- **Next required:** [Will determine from workflow status]
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- **Recommended:** Review results before proceeding to next workflow
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- **Optional:** Run additional analysis workflows (research, product-brief)
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{{else}}
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**Next Steps:**
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Since no workflow sequence is active:
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- Review brainstorming results and identify key concepts
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- Consider running `workflow-init` to create a guided workflow path
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- Refer to BMAD workflow guide for next steps
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{{/if}}
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**Integration Opportunities:**
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Your brainstorming results are ready to feed into:
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- **Product Brief** workflow for initial product vision
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- **PRD** workflow for detailed requirements
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- **Research** workflows for market/technical validation
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- **Architecture** workflows for technical design"
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#### Status Update (Integrated Mode Only)
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- Load: `{output_folder}/bmm-workflow-status.yaml`
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- Update: `workflow_status["brainstorm-project"] = "{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md"`
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- Preserve: ALL comments and structure in status file
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- Determine: Next workflow and agent for progression
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## SUCCESS METRICS:
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✅ Workflow status validated and execution context confirmed
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✅ Project context loaded and prepared for core workflow
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✅ Core brainstorming workflow successfully orchestrated
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✅ Project-specific context passed correctly to core workflow
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✅ Session results captured in specified output location
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✅ Workflow status updated (in integrated mode)
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✅ Integration guidance provided for next steps
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## FAILURE MODES:
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❌ Not validating workflow status before execution
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❌ Failing to pass project context to core workflow
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❌ Core brainstorming workflow execution failure
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❌ Results not saved to correct output location
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❌ Status not updated in integrated mode
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❌ Not providing integration guidance for next steps
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## CRITICAL WORKFLOW INTEGRATION:
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- **Context Passing**: Must pass brainstorming-focus.md intact to core workflow
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- **Output Management**: Ensure core workflow saves to correct location
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||||
- **Status Consistency**: Update workflow status file only in integrated mode
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- **Path Recording**: Record only file paths as status values (no extra text)
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|
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## NEXT STEPS:
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After completion, users can:
|
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|
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- Review brainstorming session results
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- Brainstorm something else
|
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- Proceed with recommended next workflow (integrated mode)
|
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- Run product-brief or PRD workflows to develop concepts further
|
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- Conduct research workflows to validate brainstormed ideas
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- Begin architecture workflows for technical design concepts
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|
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This meta-workflow successfully bridges project-specific brainstorming needs with the powerful core brainstorming workflow while maintaining seamless integration with the broader BMAD methodology.
|
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@@ -1,191 +0,0 @@
|
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---
|
||||
name: Brainstorm Project Workflow
|
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description: Facilitate project brainstorming sessions by orchestrating the CIS brainstorming workflow with project-specific context and guidance.
|
||||
---
|
||||
|
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# Brainstorm Project Workflow
|
||||
|
||||
**Goal:** Facilitate project brainstorming sessions by orchestrating the CIS brainstorming workflow with project-specific context and guidance.
|
||||
|
||||
**Your Role:** You are a brainstorming facilitator who guides project ideation sessions using structured techniques while ensuring the results integrate seamlessly with the broader BMAD project workflow.
|
||||
|
||||
---
|
||||
|
||||
## WORKFLOW ARCHITECTURE
|
||||
|
||||
This uses **meta-workflow orchestration** with **step-based execution**:
|
||||
|
||||
- Orchestrates the core CIS brainstorming workflow with project context
|
||||
- Step-based progression through project-specific preparation
|
||||
- Integrates results with the broader BMAD workflow system
|
||||
- Handles workflow status tracking and progression
|
||||
|
||||
---
|
||||
|
||||
## INITIALIZATION
|
||||
|
||||
### Configuration Loading
|
||||
|
||||
Load config from `{project-root}/{bmad_folder}/bmm/config.yaml` and resolve:
|
||||
|
||||
- `project_name`, `output_folder`, `user_name`
|
||||
- `communication_language`, `document_output_language`, `user_skill_level`
|
||||
- `date`, `current_year`, `current_month` as system-generated values
|
||||
|
||||
### Paths
|
||||
|
||||
- `installed_path` = `{project-root}/{bmad_folder}/bmm/workflows/1-analysis/brainstorm-project`
|
||||
- `context_path` = `{installed_path}/brainstorming-focus.md`
|
||||
- `core_brainstorming` = `{project-root}/{bmad_folder}/core/workflows/brainstorming/workflow.yaml`
|
||||
- `output_file` = `{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md`
|
||||
|
||||
### Workflow Status Integration
|
||||
|
||||
- `status_file` = `{output_folder}/bmm-workflow-status.yaml`
|
||||
- Tracks progress within the broader BMAD workflow system
|
||||
- Handles both standalone and integrated execution modes
|
||||
|
||||
---
|
||||
|
||||
## EXECUTION
|
||||
|
||||
Execute project brainstorming with workflow orchestration:
|
||||
|
||||
### Step 1: Workflow Status Validation
|
||||
|
||||
**Goal:** Validate workflow readiness and execution context
|
||||
|
||||
**Status Check Process:**
|
||||
|
||||
1. **Status File Detection**: Check if `{status_file}` exists
|
||||
2. **Standalone Mode**: If no status file, proceed in standalone mode
|
||||
3. **Integrated Mode**: If status file found, validate workflow sequence
|
||||
4. **Completion Check**: Verify if brainstorming already completed
|
||||
5. **Sequence Validation**: Ensure brainstorming is appropriate next step
|
||||
|
||||
**Integrated Mode Logic:**
|
||||
|
||||
- Load full status file and parse workflow_status section
|
||||
- Check status of "brainstorm-project" workflow
|
||||
- Validate project_level from YAML metadata
|
||||
- Determine next expected workflow in sequence
|
||||
|
||||
### Step 2: Project Context Loading
|
||||
|
||||
**Goal:** Load project-specific brainstorming guidance
|
||||
|
||||
**Context Areas:**
|
||||
|
||||
- User Problems and Pain Points identification
|
||||
- Feature Ideas and Capabilities exploration
|
||||
- Technical Approaches consideration
|
||||
- User Experience design thinking
|
||||
- Business Model and Value creation
|
||||
- Market Differentiation strategies
|
||||
- Technical Risks and Challenges assessment
|
||||
- Success Metrics definition
|
||||
|
||||
**Integration Pathways:**
|
||||
|
||||
- Product Briefs - Initial product vision and strategy
|
||||
- PRDs - Detailed requirements documents
|
||||
- Technical Specifications - Architecture and implementation plans
|
||||
- Research Activities - Areas requiring further investigation
|
||||
|
||||
### Step 3: Core Brainstorming Orchestration
|
||||
|
||||
**Goal:** Execute CIS brainstorming workflow with project context
|
||||
|
||||
**Orchestration Process:**
|
||||
|
||||
1. **Context Passing**: Transfer project context to core workflow
|
||||
2. **Workflow Invocation**: Execute `{core_brainstorming}` with enriched context
|
||||
3. **Session Guidance**: Provide project-specific framing for brainstorming techniques
|
||||
4. **Result Capture**: Ensure output saves to specified location
|
||||
|
||||
**Core Workflow Integration:**
|
||||
|
||||
- Present interactive brainstorming techniques menu
|
||||
- Guide user through selected ideation methods
|
||||
- Generate and capture brainstorming session results
|
||||
- Save output to: `{output_folder}/brainstorming/brainstorming-session-{{date}}.md`
|
||||
|
||||
### Step 4: Status Update and Completion
|
||||
|
||||
**Goal:** Update workflow status and provide completion guidance
|
||||
|
||||
**Status Update Process:**
|
||||
|
||||
1. **Integrated Mode**: Update workflow status file with completion path
|
||||
2. **Path Recording**: Save brainstorming session file path as status value
|
||||
3. **Next Workflow**: Determine next required workflow in sequence
|
||||
4. **Agent Identification**: Identify next agent for workflow progression
|
||||
|
||||
**Completion Output:**
|
||||
|
||||
- Session results location and summary
|
||||
- Status update confirmation (integrated mode)
|
||||
- Next workflow steps and agent guidance
|
||||
- Optional workflow recommendations
|
||||
|
||||
---
|
||||
|
||||
## OUTPUT STRUCTURE
|
||||
|
||||
### Brainstorming Session Output
|
||||
|
||||
```
|
||||
{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md
|
||||
```
|
||||
|
||||
Contains:
|
||||
|
||||
- Brainstorming session techniques used
|
||||
- Generated ideas and concepts
|
||||
- Project-specific insights and recommendations
|
||||
- Integration guidance for downstream workflows
|
||||
|
||||
### Status Integration
|
||||
|
||||
Updates `{output_folder}/bmm-workflow-status.yaml`:
|
||||
|
||||
```yaml
|
||||
workflow_status:
|
||||
brainstorm-project: '{output_folder}/analysis/brainstorming/project-{{topic}}-brainstorming-{{date}}.md'
|
||||
# Next workflow will be automatically determined
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## WORKFLOW INTEGRATION CRITICAL POINTS
|
||||
|
||||
### Context Preservation
|
||||
|
||||
- Project context must be passed intact to core brainstorming workflow
|
||||
- Maintain project focus areas throughout session
|
||||
- Ensure integration pathways are considered during ideation
|
||||
|
||||
### Status Consistency
|
||||
|
||||
- Only update status file in integrated mode
|
||||
- Preserve ALL comments and structure in status file
|
||||
- Record only file paths as status values (no additional text)
|
||||
|
||||
### Output Location Management
|
||||
|
||||
- Brainstorming results go to dedicated `/brainstorming` subfolder
|
||||
- Maintain consistent naming convention with date stamps
|
||||
- Ensure accessibility for downstream workflows
|
||||
|
||||
---
|
||||
|
||||
## NEXT WORKFLOW INTEGRATION
|
||||
|
||||
After brainstorming completion, typical progression:
|
||||
|
||||
1. **Product Brief** - Transform ideas into structured product vision
|
||||
2. **PRD** - Develop detailed requirements from brainstormed concepts
|
||||
3. **Research** - Investigate ideas requiring market/technical validation
|
||||
4. **Architecture** - Design technical approaches for selected concepts
|
||||
|
||||
The brainstorming session results provide the foundational ideation input for these subsequent workflows.
|
||||
@@ -1,191 +0,0 @@
|
||||
# Deep Research Prompt Step 1: Context and Scope
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- ✅ ALWAYS treat this as collaborative prompt engineering partnership
|
||||
- 📋 YOU ARE A RESEARCH METHODOLOGIST, not content generator
|
||||
- 💬 FOCUS on understanding research needs and creating structured prompts
|
||||
- 🔍 WEB RESEARCH OPTIONAL - May search for best practices in research prompting
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- ⚠️ Present A/P/C menu after initial context generation
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## COLLABORATION MENUS (A/P/C):
|
||||
|
||||
This step will generate content and present choices:
|
||||
|
||||
- **A (Advanced Elicitation)**: Use discovery protocols to develop deeper prompt insights
|
||||
- **P (Party Mode)**: Bring multiple perspectives to validate prompt methodology
|
||||
- **C (Continue)**: Save the content to the document and proceed to next step
|
||||
|
||||
## PROTOCOL INTEGRATION:
|
||||
|
||||
- When 'A' selected: Execute {project-root}/{bmad_folder}/core/tasks/advanced-elicitation.xml
|
||||
- When 'P' selected: Execute {project-root}/{bmad_folder}/core/workflows/party-mode
|
||||
- PROTOCOLS always return to this step's A/P/C menu
|
||||
- User accepts/rejects protocol changes before proceeding
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from main workflow discovery are available
|
||||
- Research type = "deep-prompt" is already set
|
||||
- Focus on creating structured research prompts for AI platforms
|
||||
- May use web search for research prompting best practices
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Understand the research prompting needs and establish the scope and methodology for creating structured research prompts.
|
||||
|
||||
## DEEP PROMPT RESEARCH INITIALIZATION:
|
||||
|
||||
### 1. Confirm Deep Prompt Research Direction
|
||||
|
||||
Begin with prompt engineering positioning:
|
||||
"I'll guide you through **deep research prompt creation** where we develop structured, effective prompts for AI platforms.
|
||||
|
||||
**Deep Prompt Research Focus:**
|
||||
|
||||
- Structured prompt methodologies and frameworks
|
||||
- Multi-step research prompt design
|
||||
- Domain-specific prompt engineering techniques
|
||||
- Prompt optimization and testing strategies
|
||||
- Research workflow automation through prompts
|
||||
|
||||
**What type of research prompts are we creating?**
|
||||
|
||||
### 2. Gather Prompt Context
|
||||
|
||||
Understand the specific prompting needs:
|
||||
|
||||
#### Context Questions:
|
||||
|
||||
- "What AI platforms or models will these prompts be used with?"
|
||||
- "What types of research topics or domains will the prompts cover?"
|
||||
- "What level of complexity do the research prompts need?"
|
||||
- "Are there specific methodologies or frameworks you want the prompts to follow?"
|
||||
- "What research outcomes or deliverables should the prompts generate?"
|
||||
|
||||
### 3. Establish Prompt Research Scope
|
||||
|
||||
Define the boundaries and objectives:
|
||||
|
||||
#### Scope Definition:
|
||||
|
||||
- "How many different types of research prompts do we need?"
|
||||
- "Should we focus on general research prompts or domain-specific ones?"
|
||||
- "Are we creating prompts for single-use research or repeatable workflows?"
|
||||
- "What level of detail should the prompts provide?"
|
||||
- "Should the prompts include data analysis, synthesis, or both?"
|
||||
|
||||
### 4. Generate Prompt Research Overview
|
||||
|
||||
Prepare initial content to append to the document:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Research Overview
|
||||
|
||||
### Prompt Engineering Objectives
|
||||
|
||||
[Prompt engineering objectives based on conversation]
|
||||
|
||||
### Target AI Platforms
|
||||
|
||||
[Target platforms and models based on conversation]
|
||||
|
||||
### Research Prompt Types
|
||||
|
||||
[Types of research prompts based on conversation]
|
||||
|
||||
### Prompt Methodology Framework
|
||||
|
||||
[Methodology framework for structuring research prompts]
|
||||
|
||||
### Quality Assurance Approach
|
||||
|
||||
[Quality assurance and testing approach for prompts]
|
||||
```
|
||||
|
||||
### 5. Present Content and Menu
|
||||
|
||||
Show the generated overview and present choices:
|
||||
"I've established the foundation for our **deep research prompt** creation. This will help you develop structured, effective prompts for AI-powered research.
|
||||
|
||||
**Here's what I'll add to the document:**
|
||||
|
||||
[Show the complete markdown content from step 4]
|
||||
|
||||
**What would you like to do?**
|
||||
[A] Advanced Elicitation - Let's deepen our understanding of prompt engineering needs
|
||||
[P] Party Mode - Bring different perspectives on prompt methodology
|
||||
[C] Continue - Save this to the document and begin prompt framework development
|
||||
|
||||
### 6. Handle Menu Selection
|
||||
|
||||
#### If 'A' (Advanced Elicitation):
|
||||
|
||||
- Execute advanced-elicitation.xml with current prompt overview
|
||||
- Process enhanced prompt insights that come back
|
||||
- Ask user: "Accept these improvements to the prompt research overview? (y/n)"
|
||||
- If yes: Update content with improvements, then return to A/P/C menu
|
||||
- If no: Keep original content, then return to A/P/C menu
|
||||
|
||||
#### If 'P' (Party Mode):
|
||||
|
||||
- Execute party-mode workflow with current prompt overview
|
||||
- Process collaborative prompt expertise and additional insights
|
||||
- Ask user: "Accept these changes to the prompt research overview? (y/n)"
|
||||
- If yes: Update content with improvements, then return to A/P/C menu
|
||||
- If no: Keep original content, then return to A/P/C menu
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1]`
|
||||
- Load: `./step-02-prompt-frameworks.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Prompt research scope clearly defined and confirmed
|
||||
✅ Target AI platforms and models identified
|
||||
✅ Prompt methodology framework established
|
||||
✅ Quality assurance approach documented
|
||||
✅ A/P/C menu presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Proper routing to next prompt development step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not confirming specific AI platforms or use cases
|
||||
❌ Missing prompt methodology framework definition
|
||||
❌ Not establishing quality assurance approach
|
||||
❌ Not presenting A/P/C menu after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
## WEB RESEARCH READINESS:
|
||||
|
||||
This step may include web search for:
|
||||
|
||||
- Current best practices in AI research prompting
|
||||
- Prompt engineering methodologies and frameworks
|
||||
- Domain-specific prompt optimization techniques
|
||||
- AI platform-specific prompt capabilities
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-02-prompt-frameworks.md` to begin structured prompt framework development.
|
||||
|
||||
Remember: Focus on creating structured, effective prompts that enable AI-powered research workflows!
|
||||
@@ -1,190 +0,0 @@
|
||||
# Deep Prompt Research Step 2: Prompt Engineering
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current prompt engineering data
|
||||
- 📋 YOU ARE A PROMPT ENGINEERING ANALYST, not content generator
|
||||
- 💬 FOCUS on prompt engineering techniques and best practices
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after prompt engineering content generation
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01 are available
|
||||
- Focus on prompt engineering techniques and methodologies
|
||||
- Web search capabilities with source verification are enabled
|
||||
- May need to search for current prompt engineering research and frameworks
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive prompt engineering research using current {{current_year}} web data with emphasis on techniques, frameworks, and best practices.
|
||||
|
||||
## PROMPT ENGINEERING SEQUENCE:
|
||||
|
||||
### 1. Begin Prompt Engineering Analysis
|
||||
|
||||
Start with prompt engineering research approach:
|
||||
"Now I'll conduct **prompt engineering research** using current {{current_year}} web data to understand effective prompt design and optimization techniques.
|
||||
|
||||
**Prompt Engineering Focus:**
|
||||
|
||||
- Current prompt engineering methodologies and frameworks
|
||||
- Advanced prompting techniques and strategies
|
||||
- Prompt optimization and evaluation approaches
|
||||
- Industry best practices and case studies
|
||||
- Emerging trends in prompt engineering
|
||||
|
||||
**Let me search for current prompt engineering research and techniques.**"
|
||||
|
||||
### 2. Web Search for Prompt Engineering Techniques
|
||||
|
||||
Search for current prompt engineering techniques:
|
||||
`WebSearch: "prompt engineering techniques methodologies {{current_year}}"`
|
||||
|
||||
**Techniques focus:**
|
||||
|
||||
- Chain-of-thought and reasoning prompts
|
||||
- Few-shot and zero-shot prompting strategies
|
||||
- Instruction following and role-based prompts
|
||||
- Multi-modal and multimodal prompting approaches
|
||||
|
||||
### 3. Web Search for Prompt Frameworks
|
||||
|
||||
Search for current prompt frameworks:
|
||||
`WebSearch: "prompt engineering frameworks tools {{current_year}}"`
|
||||
|
||||
**Frameworks focus:**
|
||||
|
||||
- Structured prompt design frameworks
|
||||
- Prompt template systems and libraries
|
||||
- Evaluation and testing frameworks
|
||||
- Industry-standard prompting methodologies
|
||||
|
||||
### 4. Web Search for Prompt Optimization
|
||||
|
||||
Search for current optimization approaches:
|
||||
`WebSearch: "prompt optimization evaluation {{current_year}}"`
|
||||
|
||||
**Optimization focus:**
|
||||
|
||||
- A/B testing and prompt improvement strategies
|
||||
- Performance metrics and evaluation criteria
|
||||
- Automated prompt optimization techniques
|
||||
- Quality assessment methodologies
|
||||
|
||||
### 5. Generate Prompt Engineering Content
|
||||
|
||||
Prepare prompt engineering analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Prompt Engineering Analysis
|
||||
|
||||
### Current Prompting Techniques
|
||||
|
||||
[Prompting techniques analysis with source citations]
|
||||
_Source: [URL with {{current_year}} prompting data]_
|
||||
|
||||
### Structured Prompting Frameworks
|
||||
|
||||
[Prompt frameworks analysis with source citations]
|
||||
_Source: [URL with {{current_year}} frameworks data]_
|
||||
|
||||
### Advanced Prompting Strategies
|
||||
|
||||
[Advanced strategies analysis with source citations]
|
||||
_Source: [URL with {{current_year}} strategies data]_
|
||||
|
||||
### Prompt Optimization Methods
|
||||
|
||||
[Optimization methods analysis with source citations]
|
||||
_Source: [URL with {{current_year}} optimization data]_
|
||||
|
||||
### Industry Best Practices
|
||||
|
||||
[Best practices analysis with source citations]
|
||||
_Source: [URL with {{current_year}} best practices data]_
|
||||
|
||||
### Evaluation and Testing Approaches
|
||||
|
||||
[Evaluation approaches analysis with source citations]
|
||||
_Source: [URL with {{current_year}} evaluation data]_
|
||||
|
||||
### Emerging Trends and Innovations
|
||||
|
||||
[Emerging trends analysis with source citations]
|
||||
_Source: [URL with {{current_year}} trends data]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
|
||||
Show the generated prompt engineering analysis and present continue option:
|
||||
"I've completed the **prompt engineering research** using current {{current_year}} data to understand effective prompt design and optimization techniques.
|
||||
|
||||
**Key Prompt Engineering Findings:**
|
||||
|
||||
- Current prompting techniques and methodologies clearly mapped
|
||||
- Structured prompting frameworks and tools identified
|
||||
- Advanced prompting strategies thoroughly analyzed
|
||||
- Optimization and evaluation approaches documented
|
||||
- Industry best practices and emerging trends captured
|
||||
|
||||
**Ready to proceed to AI interaction patterns?**
|
||||
[C] Continue - Save this to the document and move to AI interaction patterns
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2]`
|
||||
- Load: `./step-03-ai-interaction-patterns.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Prompting techniques identified with current {{current_year}} citations
|
||||
✅ Structured prompting frameworks clearly documented
|
||||
✅ Advanced prompting strategies thoroughly analyzed
|
||||
✅ Optimization and evaluation approaches mapped
|
||||
✅ Industry best practices and emerging trends captured
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Proper routing to AI interaction patterns step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not using {{current_year}} in prompt engineering web searches
|
||||
❌ Missing critical prompting techniques or frameworks
|
||||
❌ Not analyzing advanced prompting strategies
|
||||
❌ Incomplete optimization or evaluation approaches analysis
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
## PROMPT ENGINEERING RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for academic research papers on prompt engineering
|
||||
- Research AI company blog posts and technical documentation
|
||||
- Analyze open-source prompting frameworks and libraries
|
||||
- Study prompt engineering case studies and success stories
|
||||
- Research evaluation methodologies and benchmark datasets
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-03-ai-interaction-patterns.md` to focus on AI interaction patterns and conversational design.
|
||||
|
||||
Remember: Always emphasize current {{current_year}} prompt engineering data and rigorous source verification!
|
||||
@@ -1,195 +0,0 @@
|
||||
# Deep Prompt Research Step 3: AI Interaction Patterns
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current AI interaction data
|
||||
- 📋 YOU ARE AN AI INTERACTION DESIGN ANALYST, not content generator
|
||||
- 💬 FOCUS on conversational AI patterns and user experience design
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after AI interaction patterns content generation
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Focus on AI interaction patterns and conversational design principles
|
||||
- Web search capabilities with source verification are enabled
|
||||
- May need to search for current conversational AI research and patterns
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive AI interaction patterns research using current {{current_year}} web data with emphasis on conversational design and user experience patterns.
|
||||
|
||||
## AI INTERACTION PATTERNS SEQUENCE:
|
||||
|
||||
### 1. Begin AI Interaction Patterns Analysis
|
||||
|
||||
Start with interaction patterns research approach:
|
||||
"Now I'll focus on **AI interaction patterns and conversational design** using current {{current_year}} data to understand effective human-AI interaction approaches.
|
||||
|
||||
**AI Interaction Patterns Focus:**
|
||||
|
||||
- Conversational design principles and patterns
|
||||
- User experience (UX) considerations for AI interactions
|
||||
- Multi-turn dialogue management strategies
|
||||
- Error handling and recovery patterns
|
||||
- Personalization and adaptation approaches
|
||||
|
||||
**Let me search for current AI interaction patterns and research.**"
|
||||
|
||||
### 2. Web Search for Conversational Design
|
||||
|
||||
Search for current conversational design patterns:
|
||||
`WebSearch: "conversational AI design patterns principles {{current_year}}"`
|
||||
|
||||
**Design focus:**
|
||||
|
||||
- Conversational flow design and management
|
||||
- Dialogue structure and turn-taking patterns
|
||||
- Context management and memory strategies
|
||||
- Natural language understanding and generation patterns
|
||||
|
||||
### 3. Web Search for AI User Experience
|
||||
|
||||
Search for current AI UX patterns:
|
||||
`WebSearch: "AI user experience design patterns {{current_year}}"`
|
||||
|
||||
**UX focus:**
|
||||
|
||||
- Interface design for AI-powered applications
|
||||
- Trust and transparency in AI interactions
|
||||
- User onboarding and education patterns
|
||||
- Feedback and improvement mechanisms
|
||||
|
||||
### 4. Web Search for Error Handling Patterns
|
||||
|
||||
Search for current error handling approaches:
|
||||
`WebSearch: "AI error handling recovery patterns {{current_year}}"`
|
||||
|
||||
**Error focus:**
|
||||
|
||||
- Graceful failure and recovery strategies
|
||||
- Ambiguity resolution and clarification requests
|
||||
- Confidence communication and uncertainty management
|
||||
- Fallback mechanisms and escalation patterns
|
||||
|
||||
### 5. Generate AI Interaction Patterns Content
|
||||
|
||||
Prepare interaction patterns analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## AI Interaction Patterns and Design
|
||||
|
||||
### Conversational Design Principles
|
||||
|
||||
[Conversational design analysis with source citations]
|
||||
_Source: [URL with {{current_year}} conversational data]_
|
||||
|
||||
### Multi-Turn Dialogue Management
|
||||
|
||||
[Dialogue management analysis with source citations]
|
||||
_Source: [URL with {{current_year}} dialogue data]_
|
||||
|
||||
### User Experience Patterns
|
||||
|
||||
[UX patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} UX data]_
|
||||
|
||||
### Error Handling and Recovery
|
||||
|
||||
[Error handling analysis with source citations]
|
||||
_Source: [URL with {{current_year}} error handling data]_
|
||||
|
||||
### Context Management Strategies
|
||||
|
||||
[Context management analysis with source citations]
|
||||
_Source: [URL with {{current_year}} context data]_
|
||||
|
||||
### Personalization and Adaptation
|
||||
|
||||
[Personalization analysis with source citations]
|
||||
_Source: [URL with {{current_year}} personalization data]_
|
||||
|
||||
### Trust and Transparency Patterns
|
||||
|
||||
[Trust patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} trust data]_
|
||||
|
||||
### Performance Optimization Strategies
|
||||
|
||||
[Performance optimization analysis with source citations]
|
||||
_Source: [URL with {{current_year}} performance data]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
|
||||
Show the generated AI interaction patterns and present continue option:
|
||||
"I've completed the **AI interaction patterns research** using current {{current_year}} data to understand effective human-AI interaction approaches.
|
||||
|
||||
**Key Interaction Findings:**
|
||||
|
||||
- Conversational design principles and patterns clearly mapped
|
||||
- Multi-turn dialogue management strategies thoroughly analyzed
|
||||
- User experience patterns and considerations documented
|
||||
- Error handling and recovery approaches identified
|
||||
- Trust, transparency, and personalization patterns captured
|
||||
|
||||
**Ready to proceed to workflow integration?**
|
||||
[C] Continue - Save this to the document and move to workflow integration
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Load: `./step-04-workflow-integration.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Conversational design principles identified with current {{current_year}} citations
|
||||
✅ Multi-turn dialogue management strategies clearly documented
|
||||
✅ User experience patterns thoroughly analyzed
|
||||
✅ Error handling and recovery approaches mapped
|
||||
✅ Trust, transparency, and personalization patterns captured
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Proper routing to workflow integration step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not using {{current_year}} in AI interaction web searches
|
||||
❌ Missing critical conversational design principles
|
||||
❌ Not analyzing user experience patterns thoroughly
|
||||
❌ Incomplete error handling or recovery patterns analysis
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
## AI INTERACTION RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for human-computer interaction (HCI) research on AI interfaces
|
||||
- Research conversational AI case studies and best practices
|
||||
- Analyze industry guidelines for AI-powered product design
|
||||
- Study user research and usability testing methodologies for AI
|
||||
- Research accessibility and inclusive design patterns for AI interactions
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-04-workflow-integration.md` to focus on workflow integration and implementation strategies.
|
||||
|
||||
Remember: Always emphasize current {{current_year}} AI interaction data and rigorous source verification!
|
||||
@@ -1,235 +0,0 @@
|
||||
# Deep Prompt Research Step 4: Workflow Integration
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current workflow integration data
|
||||
- 📋 YOU ARE A WORKFLOW INTEGRATION SPECIALIST, not content generator
|
||||
- 💬 FOCUS on practical implementation and workflow design strategies
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after workflow integration content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Focus on workflow integration and practical implementation strategies
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final step in the deep prompt research workflow
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive workflow integration research using current {{current_year}} web data with emphasis on practical implementation and workflow design strategies.
|
||||
|
||||
## WORKFLOW INTEGRATION SEQUENCE:
|
||||
|
||||
### 1. Begin Workflow Integration Analysis
|
||||
|
||||
Start with workflow integration research approach:
|
||||
"Now I'll complete our deep prompt research with **workflow integration and implementation strategies** using current {{current_year}} data.
|
||||
|
||||
**Workflow Integration Focus:**
|
||||
|
||||
- Integration patterns for AI-powered workflows
|
||||
- Implementation strategies and best practices
|
||||
- Workflow orchestration and automation approaches
|
||||
- Testing and validation methodologies
|
||||
- Monitoring and optimization techniques
|
||||
|
||||
**Let me search for current workflow integration and implementation strategies.**"
|
||||
|
||||
### 2. Web Search for Workflow Integration Patterns
|
||||
|
||||
Search for current integration patterns:
|
||||
`WebSearch: "AI workflow integration patterns best practices {{current_year}}"`
|
||||
|
||||
**Integration focus:**
|
||||
|
||||
- System architecture integration approaches
|
||||
- API design and integration patterns
|
||||
- Data flow and processing workflows
|
||||
- Microservices and distributed system integration
|
||||
|
||||
### 3. Web Search for Implementation Strategies
|
||||
|
||||
Search for current implementation approaches:
|
||||
`WebSearch: "AI implementation strategies deployment {{current_year}}"`
|
||||
|
||||
**Implementation focus:**
|
||||
|
||||
- Development and deployment workflows
|
||||
- Testing and quality assurance practices
|
||||
- Change management and adoption strategies
|
||||
- Performance monitoring and optimization
|
||||
|
||||
### 4. Web Search for Workflow Automation
|
||||
|
||||
Search for current automation approaches:
|
||||
`WebSearch: "workflow automation orchestration AI {{current_year}}"`
|
||||
|
||||
**Automation focus:**
|
||||
|
||||
- Low-code and no-code workflow platforms
|
||||
- Process automation and optimization techniques
|
||||
- Integration with existing business processes
|
||||
- Scalability and reliability considerations
|
||||
|
||||
### 5. Generate Workflow Integration Content
|
||||
|
||||
Prepare integration analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Workflow Integration and Implementation
|
||||
|
||||
### Integration Architecture Patterns
|
||||
|
||||
[Integration patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} integration data]_
|
||||
|
||||
### Implementation Strategies
|
||||
|
||||
[Implementation strategies analysis with source citations]
|
||||
_Source: [URL with {{current_year}} implementation data]_
|
||||
|
||||
### Workflow Orchestration Approaches
|
||||
|
||||
[Orchestration analysis with source citations]
|
||||
_Source: [URL with {{current_year}} orchestration data]_
|
||||
|
||||
### Testing and Validation Frameworks
|
||||
|
||||
[Testing frameworks analysis with source citations]
|
||||
_Source: [URL with {{current_year}} testing data]_
|
||||
|
||||
### Monitoring and Optimization
|
||||
|
||||
[Monitoring optimization analysis with source citations]
|
||||
_Source: [URL with {{current_year}} monitoring data]_
|
||||
|
||||
### Change Management and Adoption
|
||||
|
||||
[Change management analysis with source citations]
|
||||
_Source: [URL with {{current_year}} change management data]_
|
||||
|
||||
### Scalability and Performance Considerations
|
||||
|
||||
[Scalability analysis with source citations]
|
||||
_Source: [URL with {{current_year}} scalability data]_
|
||||
|
||||
### Security and Compliance Integration
|
||||
|
||||
[Security integration analysis with source citations]
|
||||
_Source: [URL with {{current_year}} security data]_
|
||||
|
||||
## Deep Prompt Research Recommendations
|
||||
|
||||
### Implementation Roadmap
|
||||
|
||||
[Implementation roadmap recommendations]
|
||||
|
||||
### Technology Stack Recommendations
|
||||
|
||||
[Technology stack suggestions]
|
||||
|
||||
### Best Practices and Guidelines
|
||||
|
||||
[Best practices recommendations]
|
||||
|
||||
### Success Metrics and Evaluation
|
||||
|
||||
[Success measurement framework]
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Complete Option
|
||||
|
||||
Show the generated workflow integration and present complete option:
|
||||
"I've completed the **workflow integration and implementation research** using current {{current_year}} data, finalizing our comprehensive deep prompt research.
|
||||
|
||||
**Integration Highlights:**
|
||||
|
||||
- Integration architecture patterns and approaches documented
|
||||
- Implementation strategies and best practices thoroughly analyzed
|
||||
- Workflow orchestration and automation approaches identified
|
||||
- Testing, monitoring, and optimization strategies provided
|
||||
- Change management and adoption considerations captured
|
||||
|
||||
**This completes our deep prompt research covering:**
|
||||
|
||||
- Prompt engineering techniques and methodologies
|
||||
- AI interaction patterns and design principles
|
||||
- Workflow integration and implementation strategies
|
||||
- Practical recommendations and implementation roadmap
|
||||
|
||||
**Ready to complete the deep prompt research report?**
|
||||
[C] Complete Research - Save final document and conclude
|
||||
|
||||
### 7. Handle Complete Selection
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
|
||||
- Complete the deep prompt research workflow
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Integration architecture patterns identified with current {{current_year}} citations
|
||||
✅ Implementation strategies clearly documented
|
||||
✅ Workflow orchestration approaches thoroughly analyzed
|
||||
✅ Testing and monitoring frameworks mapped
|
||||
✅ Change management and scalability considerations captured
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Deep prompt research workflow completed successfully
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not using {{current_year}} in workflow integration web searches
|
||||
❌ Missing critical integration patterns or implementation strategies
|
||||
❌ Not providing practical implementation guidance
|
||||
❌ Incomplete testing or monitoring frameworks analysis
|
||||
❌ Not presenting completion option for research workflow
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
## WORKFLOW INTEGRATION RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for enterprise architecture integration patterns
|
||||
- Research DevOps and CI/CD practices for AI-powered applications
|
||||
- Analyze workflow automation platforms and case studies
|
||||
- Study change management methodologies for AI implementation
|
||||
- Research monitoring and observability best practices for AI workflows
|
||||
|
||||
## DEEP PROMPT RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All deep prompt research steps completed
|
||||
- Comprehensive deep prompt research document generated
|
||||
- All sections appended with source citations
|
||||
- Deep prompt research workflow status updated
|
||||
- Final implementation recommendations provided to user
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Deep prompt research workflow complete. User may:
|
||||
|
||||
- Use deep prompt research to inform AI-powered workflow design
|
||||
- Conduct additional research on specific AI technologies
|
||||
- Combine deep prompt research with other research types for comprehensive insights
|
||||
- Move forward with AI implementation based on research insights
|
||||
|
||||
Congratulations on completing comprehensive deep prompt research with current {{current_year}} data! 🎉
|
||||
@@ -33,43 +33,47 @@ This step will generate content and present choices:
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01-discovery are available
|
||||
- Current document and frontmatter from main workflow are available
|
||||
- Research type = "domain" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on industry/domain analysis with web research
|
||||
- Web search capabilities with {{current_year}} data are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Initialize domain research, gather context, and establish research scope with current web data.
|
||||
Initialize domain research scope and approach for the already-identified topic: **{{research_topic}}**
|
||||
|
||||
## DOMAIN RESEARCH INITIALIZATION:
|
||||
|
||||
### 1. Confirm Domain Research Direction
|
||||
|
||||
Begin with domain-specific positioning:
|
||||
"I'll guide you through **domain research** using current {{current_year}} web data with rigorous source verification.
|
||||
"I'll guide you through **domain research** for **{{research_topic}}** using current {{current_year}} web data with rigorous source verification.
|
||||
|
||||
**Domain Research Focus:**
|
||||
**Research Goals Identified:** {{research_goals}}
|
||||
|
||||
- Industry analysis and market dynamics
|
||||
- Regulatory requirements and compliance standards
|
||||
- Technology trends and innovation patterns
|
||||
- Competitive landscape within the domain
|
||||
**Domain Research Focus for {{research_topic}}:**
|
||||
|
||||
- Industry analysis and market dynamics for this domain
|
||||
- Regulatory requirements and compliance standards affecting {{research_topic}}
|
||||
- Technology trends and innovation patterns in {{research_topic}}
|
||||
- Competitive landscape within the {{research_topic}} domain
|
||||
- Supply chain and ecosystem analysis
|
||||
|
||||
**What specific domain or industry are we researching?**
|
||||
Let me refine the research scope specifically for **{{research_topic}}**:
|
||||
|
||||
### 2. Establish Research Context
|
||||
|
||||
Gather domain-specific details:
|
||||
Refine domain-specific details based on the already-identified topic:
|
||||
|
||||
#### Context Questions:
|
||||
#### Context Refinement Questions:
|
||||
|
||||
- "What specific domain/industry are we focusing on?"
|
||||
- "Are there particular segments or sub-domains we should examine?"
|
||||
- "What aspects of this domain are most critical for your project?"
|
||||
- "Are there specific regulatory or compliance concerns?"
|
||||
- "What time horizon should we consider (current state, future trends)?"
|
||||
- "What specific aspects of {{research_topic}} are most critical for your goals?"
|
||||
- "Are there particular segments or sub-domains within {{research_topic}} we should examine?"
|
||||
- "What regulatory or compliance factors most impact {{research_topic}}?"
|
||||
- "What time horizon for {{research_topic}} research - current state or include future trends?"
|
||||
- "How deep should we analyze the {{research_topic}} domain - overview or comprehensive?"
|
||||
|
||||
### 3. Define Research Scope
|
||||
|
||||
|
||||
@@ -31,6 +31,8 @@ Conduct comprehensive domain/industry analysis using current {{current_year}} we
|
||||
|
||||
### 1. Begin Domain Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different domain areas simultaneously and thoroughly
|
||||
|
||||
Start with web research approach:
|
||||
"Now I'll conduct comprehensive domain research using current {{current_year}} web data with rigorous source verification.
|
||||
|
||||
@@ -42,12 +44,16 @@ Start with web research approach:
|
||||
- Key players and competitive ecosystem
|
||||
- Supply chain and business model evolution
|
||||
|
||||
**Let me search for current {{current_year}} data on [domain/industry].**"
|
||||
**Let me search for current {{current_year}} data on [domain/industry] using parallel web searches for comprehensive coverage.**"
|
||||
|
||||
### 2. Web Search for Industry Overview
|
||||
### 2. Parallel Web Search Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search for current industry information:
|
||||
`WebSearch: "[domain/industry] market size growth {{current_year}}"`
|
||||
`WebSearch: "[domain/industry] technology trends {{current_year}}"`
|
||||
`WebSearch: "[domain/industry] regulations compliance {{current_year}}"`
|
||||
`WebSearch: "[domain/industry] key players ecosystem {{current_year}}"`
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
@@ -55,32 +61,30 @@ Search for current industry information:
|
||||
- Identify market size, growth rates, and trends
|
||||
- Find authoritative sources (market research firms, industry associations)
|
||||
- Note conflicting information from different sources
|
||||
- Gather technology trends and innovation patterns
|
||||
- Research regulatory requirements and compliance standards
|
||||
- Analyze competitive landscape and key players
|
||||
|
||||
### 3. Web Search for Technology Trends
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
Search for current technology developments:
|
||||
`WebSearch: "[domain/industry] technology trends {{current_year}}"`
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
**Technology focus:**
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate the findings:
|
||||
|
||||
- Emerging technologies and innovation patterns
|
||||
- Digital transformation impacts
|
||||
- Automation and efficiency improvements
|
||||
- New business models enabled by technology
|
||||
**Research Coverage:**
|
||||
|
||||
### 4. Web Search for Regulatory Landscape
|
||||
- Market analysis and industry dynamics
|
||||
- Technology trends and innovation patterns
|
||||
- Regulatory landscape and compliance requirements
|
||||
- Key players and competitive ecosystem
|
||||
|
||||
Search for current regulatory requirements:
|
||||
`WebSearch: "[domain/industry] regulations compliance {{current_year}}"`
|
||||
**Cross-Domain Analysis:**
|
||||
[Identify patterns, connections, and insights that emerge across multiple search areas]
|
||||
|
||||
**Regulatory focus:**
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
- Current regulations and compliance requirements
|
||||
- Recent changes or upcoming regulations
|
||||
- Industry standards and best practices
|
||||
- Regional or jurisdictional differences
|
||||
|
||||
### 5. Generate Domain Analysis Content
|
||||
### 4. Generate Domain Analysis Content
|
||||
|
||||
Prepare analysis content with source citations:
|
||||
|
||||
@@ -117,7 +121,7 @@ _Source: [URL with {{current_year}} data]_
|
||||
_Source: [URL with {{current_year}} data]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
Show the generated analysis and present continue option:
|
||||
"I've completed the **domain/industry analysis** using current {{current_year}} web data with rigorous source verification.
|
||||
@@ -132,7 +136,7 @@ Show the generated analysis and present continue option:
|
||||
**Ready to proceed to regulatory focus?**
|
||||
[C] Continue - Save this to the document and move to regulatory focus
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
@@ -142,7 +146,7 @@ Show the generated analysis and present continue option:
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
|
||||
@@ -0,0 +1,436 @@
|
||||
# Domain Research Step 5: Research Synthesis and Completion
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current domain data
|
||||
- 📋 YOU ARE A DOMAIN RESEARCH STRATEGIST, not content generator
|
||||
- 💬 FOCUS on comprehensive synthesis and authoritative conclusions
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after synthesis content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive domain analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive research
|
||||
- All domain research sections have been completed (analysis, regulatory, technical)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final synthesis step producing the complete research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Produce a comprehensive, authoritative research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive domain research.
|
||||
|
||||
## COMPREHENSIVE DOCUMENT SYNTHESIS:
|
||||
|
||||
### 1. Document Structure Planning
|
||||
|
||||
**Complete Research Document Structure:**
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[Brief compelling overview of key findings and implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Research Introduction and Methodology
|
||||
- Industry Overview and Market Dynamics
|
||||
- Technology Trends and Innovation Landscape
|
||||
- Regulatory Framework and Compliance Requirements
|
||||
- Competitive Landscape and Key Players
|
||||
- Strategic Insights and Recommendations
|
||||
- Implementation Considerations and Risk Assessment
|
||||
- Future Outlook and Strategic Opportunities
|
||||
- Research Methodology and Source Documentation
|
||||
- Appendices and Additional Resources
|
||||
```
|
||||
|
||||
### 2. Generate Compelling Narrative Introduction
|
||||
|
||||
**Introduction Requirements:**
|
||||
|
||||
- Hook reader with compelling opening about {{research_topic}}
|
||||
- Establish research significance and timeliness
|
||||
- Outline comprehensive research methodology
|
||||
- Preview key findings and strategic implications
|
||||
- Set professional, authoritative tone
|
||||
|
||||
**Web Search for Introduction Context:**
|
||||
`WebSearch: "{{research_topic}} significance importance {{current_year}}"`
|
||||
|
||||
### 3. Synthesize All Research Sections
|
||||
|
||||
**Section-by-Section Integration:**
|
||||
|
||||
- Combine industry analysis from step-02
|
||||
- Integrate regulatory focus from step-03
|
||||
- Incorporate technical trends from step-04
|
||||
- Add cross-sectional insights and connections
|
||||
- Ensure comprehensive coverage with no gaps
|
||||
|
||||
### 4. Generate Complete Document Content
|
||||
|
||||
#### Final Document Structure:
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Domain Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive {{current_year}} research]
|
||||
|
||||
**Key Findings:**
|
||||
|
||||
- [Most significant market dynamics]
|
||||
- [Critical regulatory considerations]
|
||||
- [Important technology trends]
|
||||
- [Strategic implications]
|
||||
|
||||
**Strategic Recommendations:**
|
||||
|
||||
- [Top 3-5 actionable recommendations based on research]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
1. Research Introduction and Methodology
|
||||
2. {{research_topic}} Industry Overview and Market Dynamics
|
||||
3. Technology Landscape and Innovation Trends
|
||||
4. Regulatory Framework and Compliance Requirements
|
||||
5. Competitive Landscape and Ecosystem Analysis
|
||||
6. Strategic Insights and Domain Opportunities
|
||||
7. Implementation Considerations and Risk Assessment
|
||||
8. Future Outlook and Strategic Planning
|
||||
9. Research Methodology and Source Verification
|
||||
10. Appendices and Additional Resources
|
||||
|
||||
## 1. Research Introduction and Methodology
|
||||
|
||||
### Research Significance
|
||||
|
||||
[Compelling narrative about why {{research_topic}} research is critical in {{current_year}}]
|
||||
_Why this research matters now: [Strategic importance with {{current_year}} context]_
|
||||
_Source: [URL with {{current_year}} industry significance data]_
|
||||
|
||||
### Research Methodology
|
||||
|
||||
[Comprehensive description of research approach including:]
|
||||
|
||||
- **Research Scope**: [Comprehensive coverage areas]
|
||||
- **Data Sources**: [Authoritative sources and verification approach]
|
||||
- **Analysis Framework**: [Structured analysis methodology]
|
||||
- **Time Period**: [{{current_year}} focus and historical context]
|
||||
- **Geographic Coverage**: [Regional/global scope]
|
||||
|
||||
### Research Goals and Objectives
|
||||
|
||||
**Original Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Objectives:**
|
||||
|
||||
- [Goal 1 achievement with supporting evidence]
|
||||
- [Goal 2 achievement with supporting evidence]
|
||||
- [Additional insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Industry Overview and Market Dynamics
|
||||
|
||||
### Market Size and Growth Projections
|
||||
|
||||
[Comprehensive market analysis synthesized from step-02 with {{current_year}} data]
|
||||
_Market Size: [Current market valuation]_
|
||||
_Growth Rate: [CAGR and projections]_
|
||||
_Market Drivers: [Key growth factors]_
|
||||
_Source: [URL with {{current_year}} market data]_
|
||||
|
||||
### Industry Structure and Value Chain
|
||||
|
||||
[Complete industry structure analysis]
|
||||
_Value Chain Components: [Detailed breakdown]_
|
||||
_Industry Segments: [Market segmentation analysis]_
|
||||
_Economic Impact: [Industry economic significance]_
|
||||
_Source: [URL with {{current_year}} industry structure data]_
|
||||
|
||||
## 3. Technology Landscape and Innovation Trends
|
||||
|
||||
### Current Technology Adoption
|
||||
|
||||
[Technology trends analysis from step-04 with {{current_year}} context]
|
||||
_Emerging Technologies: [Key technologies affecting {{research_topic}}]_
|
||||
_Adoption Patterns: [Technology adoption rates and patterns]_
|
||||
_Innovation Drivers: [Factors driving technology change]_
|
||||
_Source: [URL with {{current_year}} technology data]_
|
||||
|
||||
### Digital Transformation Impact
|
||||
|
||||
[Comprehensive analysis of technology's impact on {{research_topic}}]
|
||||
_Transformation Trends: [Major digital transformation patterns]_
|
||||
_Disruption Opportunities: [Technology-driven opportunities]_
|
||||
_Future Technology Outlook: [Emerging technologies and timelines]_
|
||||
_Source: [URL with {{current_year}} digital transformation data]_
|
||||
|
||||
## 4. Regulatory Framework and Compliance Requirements
|
||||
|
||||
### Current Regulatory Landscape
|
||||
|
||||
[Regulatory analysis from step-03 with {{current_year}} updates]
|
||||
_Key Regulations: [Critical regulatory requirements]_
|
||||
_Compliance Standards: [Industry standards and best practices]_
|
||||
_Recent Changes: [{{current_year}} regulatory updates and implications]_
|
||||
_Source: [URL with {{current_year}} regulatory data]_
|
||||
|
||||
### Risk and Compliance Considerations
|
||||
|
||||
[Comprehensive risk assessment]
|
||||
_Compliance Risks: [Major regulatory and compliance risks]_
|
||||
_Risk Mitigation Strategies: [Approaches to manage regulatory risks]_
|
||||
_Future Regulatory Trends: [Anticipated regulatory developments]_
|
||||
_Source: [URL with {{current_year}} compliance data]_
|
||||
|
||||
## 5. Competitive Landscape and Ecosystem Analysis
|
||||
|
||||
### Market Positioning and Key Players
|
||||
|
||||
[Competitive analysis with {{current_year}} market positioning]
|
||||
_Market Leaders: [Dominant players and strategies]_
|
||||
_Emerging Competitors: [New entrants and innovative approaches]_
|
||||
_Competitive Dynamics: [Market competition patterns and trends]_
|
||||
_Source: [URL with {{current_year}} competitive data]_
|
||||
|
||||
### Ecosystem and Partnership Landscape
|
||||
|
||||
[Complete ecosystem analysis]
|
||||
_Ecosystem Players: [Key stakeholders and relationships]_
|
||||
_Partnership Opportunities: [Strategic collaboration potential]_
|
||||
_Supply Chain Dynamics: [Supply chain structure and risks]_
|
||||
_Source: [URL with {{current_year}} ecosystem data]_
|
||||
|
||||
## 6. Strategic Insights and Domain Opportunities
|
||||
|
||||
### Cross-Domain Synthesis
|
||||
|
||||
[Strategic insights from integrating all research sections]
|
||||
_Market-Technology Convergence: [How technology and market forces interact]_
|
||||
_Regulatory-Strategic Alignment: [How regulatory environment shapes strategy]_
|
||||
_Competitive Positioning Opportunities: [Strategic advantages based on research]_
|
||||
_Source: [URL with {{current_year}} strategic analysis data]_
|
||||
|
||||
### Strategic Opportunities
|
||||
|
||||
[High-value opportunities identified through comprehensive research]
|
||||
_Market Opportunities: [Specific market entry or expansion opportunities]_
|
||||
_Technology Opportunities: [Technology adoption or innovation opportunities]_
|
||||
_Partnership Opportunities: [Strategic collaboration and partnership potential]_
|
||||
_Source: [URL with {{current_year}} opportunity data]_
|
||||
|
||||
## 7. Implementation Considerations and Risk Assessment
|
||||
|
||||
### Implementation Framework
|
||||
|
||||
[Practical implementation guidance based on research findings]
|
||||
_Implementation Timeline: [Recommended phased approach]_
|
||||
_Resource Requirements: [Key resources and capabilities needed]_
|
||||
_Success Factors: [Critical success factors for implementation]_
|
||||
_Source: [URL with {{current_year}} implementation data]_
|
||||
|
||||
### Risk Management and Mitigation
|
||||
|
||||
[Comprehensive risk assessment and mitigation strategies]
|
||||
_Implementation Risks: [Major risks and mitigation approaches]_
|
||||
_Market Risks: [Market-related risks and contingency plans]_
|
||||
_Technology Risks: [Technology adoption and implementation risks]_
|
||||
_Source: [URL with {{current_year}} risk management data]_
|
||||
|
||||
## 8. Future Outlook and Strategic Planning
|
||||
|
||||
### Future Trends and Projections
|
||||
|
||||
[Forward-looking analysis based on comprehensive research]
|
||||
_Near-term Outlook: [1-2 year projections and implications]_
|
||||
_Medium-term Trends: [3-5 year expected developments]_
|
||||
_Long-term Vision: [5+ year strategic outlook for {{research_topic}}]_
|
||||
_Source: [URL with {{current_year}} future outlook data]_
|
||||
|
||||
### Strategic Recommendations
|
||||
|
||||
[Comprehensive strategic recommendations]
|
||||
_Immediate Actions: [Priority actions for next 6 months]_
|
||||
_Strategic Initiatives: [Key strategic initiatives for 1-2 years]_
|
||||
_Long-term Strategy: [Strategic positioning for 3+ years]_
|
||||
_Source: [URL with {{current_year}} strategic planning data]_
|
||||
|
||||
## 9. Research Methodology and Source Verification
|
||||
|
||||
### Comprehensive Source Documentation
|
||||
|
||||
[Complete documentation of all research sources]
|
||||
_Primary Sources: [Key authoritative sources used]_
|
||||
_Secondary Sources: [Supporting research and analysis]_
|
||||
_Web Search Queries: [Complete list of search queries used]_
|
||||
_Data Currency: [All data verified for {{current_year}} currency]_
|
||||
|
||||
### Research Quality Assurance
|
||||
|
||||
[Quality assurance and validation approach]
|
||||
_Source Verification: [All factual claims verified with multiple sources]_
|
||||
_Confidence Levels: [Confidence assessments for uncertain data]_
|
||||
_Limitations: [Research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about research approach]_
|
||||
|
||||
## 10. Appendices and Additional Resources
|
||||
|
||||
### Detailed Data Tables
|
||||
|
||||
[Comprehensive data tables supporting research findings]
|
||||
_Market Data Tables: [Detailed market size, growth, and segmentation data]_
|
||||
_Technology Adoption Data: [Detailed technology adoption and trend data]_
|
||||
_Regulatory Reference Tables: [Complete regulatory requirements and compliance data]_
|
||||
|
||||
### Additional Resources
|
||||
|
||||
[Valuable resources for continued research and implementation]
|
||||
_Industry Associations: [Key industry organizations and resources]_
|
||||
_Research Organizations: [Authoritative research institutions and reports]_
|
||||
_Government Resources: [Regulatory agencies and official resources]_
|
||||
_Professional Networks: [Industry communities and knowledge sources]_
|
||||
|
||||
---
|
||||
|
||||
## Research Conclusion
|
||||
|
||||
### Summary of Key Findings
|
||||
|
||||
[Comprehensive summary of the most important research findings]
|
||||
|
||||
### Strategic Impact Assessment
|
||||
|
||||
[Assessment of strategic implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Recommendations
|
||||
|
||||
[Specific next steps for leveraging this research]
|
||||
|
||||
---
|
||||
|
||||
**Research Completion Date:** {{date}}
|
||||
**Research Period:** {{current_year}} comprehensive analysis
|
||||
**Document Length:** As needed for comprehensive coverage
|
||||
**Source Verification:** All facts cited with {{current_year}} sources
|
||||
**Confidence Level:** High - based on multiple authoritative sources
|
||||
|
||||
_This comprehensive research document serves as an authoritative reference on {{research_topic}} and provides strategic insights for informed decision-making._
|
||||
```
|
||||
|
||||
### 5. Present Complete Document and Final Option
|
||||
|
||||
**Document Completion Presentation:**
|
||||
|
||||
"I've completed the **comprehensive research document synthesis** for **{{research_topic}}**, producing an authoritative research document with:
|
||||
|
||||
**Document Features:**
|
||||
|
||||
- **Compelling Narrative Introduction**: Engaging opening that establishes research significance
|
||||
- **Comprehensive Table of Contents**: Complete navigation structure for easy reference
|
||||
- **Exhaustive Research Coverage**: All aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Summary**: Key findings and strategic implications highlighted
|
||||
- **Strategic Recommendations**: Actionable insights based on comprehensive research
|
||||
- **Complete Source Citations**: Every factual claim verified with {{current_year}} sources
|
||||
|
||||
**Research Completeness:**
|
||||
|
||||
- Industry analysis and market dynamics fully documented
|
||||
- Technology trends and innovation landscape comprehensively covered
|
||||
- Regulatory framework and compliance requirements detailed
|
||||
- Competitive landscape and ecosystem analysis complete
|
||||
- Strategic insights and implementation guidance provided
|
||||
|
||||
**Document Standards Met:**
|
||||
|
||||
- Exhaustive research with no critical gaps
|
||||
- Professional structure and compelling narrative
|
||||
- As long as needed for comprehensive coverage
|
||||
- Multiple independent sources for all claims
|
||||
- {{current_year}} data throughout with proper citations
|
||||
|
||||
**Ready to complete this comprehensive research document?**
|
||||
[C] Complete Research - Save final comprehensive document
|
||||
|
||||
### 6. Handle Final Completion
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the complete document to the research file
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
|
||||
- Complete the domain research workflow
|
||||
- Provide final document delivery confirmation
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the complete comprehensive research document using the full structure above.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Compelling narrative introduction with research significance
|
||||
✅ Comprehensive table of contents with complete document structure
|
||||
✅ Exhaustive research coverage across all domain aspects
|
||||
✅ Executive summary with key findings and strategic implications
|
||||
✅ Strategic recommendations grounded in comprehensive research
|
||||
✅ Complete source verification with {{current_year}} citations
|
||||
✅ Professional document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Domain research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not producing compelling narrative introduction
|
||||
❌ Missing comprehensive table of contents
|
||||
❌ Incomplete research coverage across domain aspects
|
||||
❌ Not providing executive summary with key findings
|
||||
❌ Missing strategic recommendations based on research
|
||||
❌ Not using {{current_year}} sources for all factual claims
|
||||
❌ Producing document without professional structure
|
||||
❌ Not presenting completion option for final document
|
||||
|
||||
## COMPREHENSIVE DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final research document:
|
||||
|
||||
- Serves as an authoritative reference on {{research_topic}}
|
||||
- Provides compelling narrative and professional structure
|
||||
- Includes comprehensive coverage with no gaps
|
||||
- Maintains rigorous source verification standards
|
||||
- Delivers strategic insights and actionable recommendations
|
||||
- Meets professional research document quality standards
|
||||
|
||||
## DOMAIN RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All domain research steps completed (1-5)
|
||||
- Comprehensive domain research document generated
|
||||
- Professional document structure with intro, TOC, and summary
|
||||
- All sections appended with source citations
|
||||
- Domain research workflow status updated to complete
|
||||
- Final comprehensive research document delivered to user
|
||||
|
||||
## FINAL DELIVERABLE:
|
||||
|
||||
Complete authoritative research document on {{research_topic}} that:
|
||||
|
||||
- Establishes professional credibility through comprehensive research
|
||||
- Provides strategic insights for informed decision-making
|
||||
- Serves as reference document for continued use
|
||||
- Maintains highest research quality standards with {{current_year}} verification
|
||||
|
||||
Congratulations on completing comprehensive domain research with professional documentation! 🎉
|
||||
@@ -20,29 +20,47 @@
|
||||
|
||||
- Current document and frontmatter from main workflow discovery are available
|
||||
- Research type = "market" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on market research with current {{current_year}} data
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive market analysis using current {{current_year}} web data with rigorous source verification.
|
||||
Initialize market research scope and approach for the already-identified topic: **{{research_topic}}** with goals: {{research_goals}}
|
||||
|
||||
## MARKET ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Market Analysis
|
||||
### 1. Initialize Market Research
|
||||
|
||||
Start with market research approach:
|
||||
"I'll conduct comprehensive **market analysis** using current {{current_year}} web data with rigorous source verification.
|
||||
Start with market-specific positioning:
|
||||
"I'll guide you through **market research** for **{{research_topic}}** using current {{current_year}} web data with rigorous source verification.
|
||||
|
||||
**Market Analysis Focus:**
|
||||
**Research Goals Identified:** {{research_goals}}
|
||||
|
||||
- Market size and growth projections
|
||||
- Customer segments and demographics
|
||||
- Competitive landscape analysis
|
||||
- Pricing strategies and business models
|
||||
- Market trends and consumer behavior
|
||||
**Market Research Focus for {{research_topic}}:**
|
||||
|
||||
**Let me search for current market data.**"
|
||||
- Market size and growth projections for {{research_topic}}
|
||||
- Customer segments and demographics interested in {{research_topic}}
|
||||
- Competitive landscape analysis in {{research_topic}} market
|
||||
- Pricing strategies and business models for {{research_topic}}
|
||||
- Market trends and consumer behavior around {{research_topic}}
|
||||
|
||||
Let me refine the market research scope specifically for **{{research_topic}}**:
|
||||
|
||||
### 2. Establish Market Research Context
|
||||
|
||||
#### Market Context Questions:
|
||||
|
||||
- "What specific market aspects of {{research_topic}} are most critical for your goals?"
|
||||
- "Are there particular customer segments or demographics within {{research_topic}} we should focus on?"
|
||||
- "Should we analyze the global {{research_topic}} market or specific regions?"
|
||||
- "What time horizon for {{research_topic}} market research - current state or future projections?"
|
||||
- "How comprehensive should the {{research_topic}} competitive analysis be?"
|
||||
|
||||
### 3. Begin Market Research Execution
|
||||
|
||||
After scope refinement, proceed with:
|
||||
|
||||
### 2. Generate Market Analysis Content
|
||||
|
||||
|
||||
@@ -31,6 +31,8 @@ Conduct comprehensive customer insights analysis using current {{current_year}}
|
||||
|
||||
### 1. Begin Customer Insights Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer areas simultaneously and thoroughly
|
||||
|
||||
Start with customer research approach:
|
||||
"Now I'll conduct **customer insights analysis** using current {{current_year}} web data to understand customer behavior and needs.
|
||||
|
||||
@@ -43,9 +45,44 @@ Start with customer research approach:
|
||||
- Customer satisfaction drivers
|
||||
- Demographic and psychographic profiles
|
||||
|
||||
**Let me search for current customer insights.**"
|
||||
**Let me search for current customer insights using parallel web searches for comprehensive coverage.**"
|
||||
|
||||
### 2. Generate Customer Insights Content
|
||||
### 2. Parallel Customer Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
`WebSearch: "[product/service/market] customer behavior patterns {{current_year}}"`
|
||||
`WebSearch: "[product/service/market] customer pain points challenges {{current_year}}"`
|
||||
`WebSearch: "[product/service/market] customer decision process {{current_year}}"`
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for customer behavior studies and surveys
|
||||
- Search for customer experience and interaction patterns
|
||||
- Research customer satisfaction methodologies
|
||||
- Note generational and cultural customer variations
|
||||
- Research customer pain points and frustrations
|
||||
- Analyze decision-making processes and criteria
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate the customer insights:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Customer behavior patterns and preferences
|
||||
- Pain points and challenges
|
||||
- Decision-making processes and journey mapping
|
||||
|
||||
**Cross-Customer Analysis:**
|
||||
[Identify patterns connecting behavior, pain points, and decisions]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Customer Insights Content
|
||||
|
||||
Prepare customer analysis with web search citations:
|
||||
|
||||
@@ -92,7 +129,7 @@ _Source: [URL with {{current_year}} demographic data]_
|
||||
_Source: [URL with {{current_year}} psychographic data]_
|
||||
```
|
||||
|
||||
### 3. Present Analysis and Continue Option
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
Show the generated customer insights and present continue option:
|
||||
"I've completed the **customer insights analysis** using current {{current_year}} data to understand customer behavior and needs.
|
||||
@@ -108,7 +145,7 @@ Show the generated customer insights and present continue option:
|
||||
**Ready to proceed to competitive analysis?**
|
||||
[C] Continue - Save this to the document and proceed to competitive analysis
|
||||
|
||||
### 4. Handle Continue Selection
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
@@ -118,7 +155,7 @@ Show the generated customer insights and present continue option:
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 2.
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
|
||||
@@ -15,17 +15,20 @@
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Focus on strategic synthesis and actionable recommendations
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive market analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive market research
|
||||
- All market research sections have been completed (customer insights, competitive analysis)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final step in the market research workflow
|
||||
- This is the final synthesis step producing the complete market research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive strategic synthesis using current {{current_year}} web data with emphasis on actionable market research recommendations.
|
||||
Produce a comprehensive, authoritative market research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive market research.
|
||||
|
||||
## MARKET RESEARCH COMPLETION SEQUENCE:
|
||||
|
||||
@@ -68,89 +71,316 @@ Search for current risk approaches:
|
||||
- Regulatory and compliance risks
|
||||
- Economic and market volatility considerations
|
||||
|
||||
### 4. Generate Strategic Synthesis Content
|
||||
### 4. Generate Complete Market Research Document
|
||||
|
||||
Prepare strategic recommendations with web search citations:
|
||||
Prepare comprehensive market research document with full structure:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
#### Complete Document Structure:
|
||||
|
||||
```markdown
|
||||
## Strategic Synthesis and Recommendations
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Market Research
|
||||
|
||||
### Key Market Insights Summary
|
||||
## Executive Summary
|
||||
|
||||
[Integrated summary of market research findings with source citations]
|
||||
_Source: [URL with {{current_year}} strategic data]_
|
||||
[Brief compelling overview of key market findings and strategic implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Market Research Introduction and Methodology
|
||||
- {{research_topic}} Market Analysis and Dynamics
|
||||
- Customer Insights and Behavior Analysis
|
||||
- Competitive Landscape and Positioning
|
||||
- Strategic Market Recommendations
|
||||
- Market Entry and Growth Strategies
|
||||
- Risk Assessment and Mitigation
|
||||
- Implementation Roadmap and Success Metrics
|
||||
- Future Market Outlook and Opportunities
|
||||
- Market Research Methodology and Source Documentation
|
||||
- Market Research Appendices and Additional Resources
|
||||
|
||||
## 1. Market Research Introduction and Methodology
|
||||
|
||||
### Market Research Significance
|
||||
|
||||
[Compelling market narrative about why {{research_topic}} research is critical in {{current_year}}]
|
||||
_Market Importance: [Strategic market significance with {{current_year}} context]_
|
||||
_Business Impact: [Business implications of market research]_
|
||||
_Source: [URL with {{current_year}} market significance data]_
|
||||
|
||||
### Market Research Methodology
|
||||
|
||||
[Comprehensive description of market research approach including:]
|
||||
|
||||
- **Market Scope**: [Comprehensive market coverage areas]
|
||||
- **Data Sources**: [Authoritative market sources and verification approach]
|
||||
- **Analysis Framework**: [Structured market analysis methodology]
|
||||
- **Time Period**: [{{current_year}} focus and market evolution context]
|
||||
- **Geographic Coverage**: [Regional/global market scope]
|
||||
|
||||
### Market Research Goals and Objectives
|
||||
|
||||
**Original Market Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Market Objectives:**
|
||||
|
||||
- [Market Goal 1 achievement with supporting evidence]
|
||||
- [Market Goal 2 achievement with supporting evidence]
|
||||
- [Additional market insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Market Analysis and Dynamics
|
||||
|
||||
### Market Size and Growth Projections
|
||||
|
||||
[Comprehensive market analysis with {{current_year}} data]
|
||||
_Market Size: [Current market valuation and size]_
|
||||
_Growth Rate: [CAGR and market growth projections]_
|
||||
_Market Drivers: [Key factors driving market growth]_
|
||||
_Market Segments: [Detailed market segmentation analysis]_
|
||||
_Source: [URL with {{current_year}} market size data]_
|
||||
|
||||
### Market Trends and Dynamics
|
||||
|
||||
[Current market trends analysis]
|
||||
_Emerging Trends: [Key market trends and their implications]_
|
||||
_Market Dynamics: [Forces shaping market evolution]_
|
||||
_Consumer Behavior Shifts: [Changes in customer behavior and preferences]_
|
||||
_Source: [URL with {{current_year}} market trends data]_
|
||||
|
||||
### Pricing and Business Model Analysis
|
||||
|
||||
[Comprehensive pricing and business model analysis]
|
||||
_Pricing Strategies: [Current pricing approaches and models]_
|
||||
_Business Model Evolution: [Emerging and successful business models]_
|
||||
_Value Proposition Analysis: [Customer value proposition assessment]_
|
||||
_Source: [URL with {{current_year}} pricing data]_
|
||||
|
||||
## 3. Customer Insights and Behavior Analysis
|
||||
|
||||
### Customer Behavior Patterns
|
||||
|
||||
[Customer insights analysis with {{current_year}} context]
|
||||
_Behavior Patterns: [Key customer behavior trends and patterns]_
|
||||
_Customer Journey: [Complete customer journey mapping]_
|
||||
_Decision Factors: [Factors influencing customer decisions]_
|
||||
_Source: [URL with {{current_year}} customer behavior data]_
|
||||
|
||||
### Customer Pain Points and Needs
|
||||
|
||||
[Comprehensive customer pain point analysis]
|
||||
_Pain Points: [Key customer challenges and frustrations]_
|
||||
_Unmet Needs: [Unsolved customer needs and opportunities]_
|
||||
_Customer Expectations: [Current customer expectations and requirements]_
|
||||
_Source: [URL with {{current_year}} customer insights data]_
|
||||
|
||||
### Customer Segmentation and Targeting
|
||||
|
||||
[Detailed customer segmentation analysis]
|
||||
_Customer Segments: [Detailed customer segment profiles]_
|
||||
_Target Market Analysis: [Most attractive customer segments]_
|
||||
_Segment-specific Strategies: [Tailored approaches for key segments]_
|
||||
_Source: [URL with {{current_year}} segmentation data]_
|
||||
|
||||
## 4. Competitive Landscape and Positioning
|
||||
|
||||
### Competitive Analysis
|
||||
|
||||
[Comprehensive competitive analysis]
|
||||
_Market Leaders: [Dominant competitors and their strategies]_
|
||||
_Emerging Competitors: [New entrants and innovative approaches]_
|
||||
_Competitive Advantages: [Key differentiators and competitive advantages]_
|
||||
_Source: [URL with {{current_year}} competitive data]_
|
||||
|
||||
### Market Positioning Strategies
|
||||
|
||||
[Strategic positioning analysis]
|
||||
_Positioning Opportunities: [Opportunities for market differentiation]_
|
||||
_Competitive Gaps: [Unserved market needs and opportunities]_
|
||||
_Positioning Framework: [Recommended positioning approach]_
|
||||
_Source: [URL with {{current_year}} positioning data]_
|
||||
|
||||
## 5. Strategic Market Recommendations
|
||||
|
||||
### Market Opportunity Assessment
|
||||
|
||||
[Strategic market opportunities analysis]
|
||||
_High-Value Opportunities: [Most attractive market opportunities]_
|
||||
_Market Entry Timing: [Optimal timing for market entry or expansion]_
|
||||
_Growth Strategies: [Recommended approaches for market growth]_
|
||||
_Source: [URL with {{current_year}} market opportunity data]_
|
||||
|
||||
### Strategic Recommendations
|
||||
|
||||
[Strategic recommendations based on research with source citations]
|
||||
_Source: [URL with {{current_year}} strategy data]_
|
||||
[Comprehensive strategic recommendations]
|
||||
_Market Entry Strategy: [Recommended approach for market entry/expansion]_
|
||||
_Competitive Strategy: [Recommended competitive positioning and approach]_
|
||||
_Customer Acquisition Strategy: [Recommended customer acquisition approach]_
|
||||
_Source: [URL with {{current_year}} strategic data]_
|
||||
|
||||
### Market Entry or Expansion Strategy
|
||||
## 6. Market Entry and Growth Strategies
|
||||
|
||||
[Market approach strategy with source citations]
|
||||
### Go-to-Market Strategy
|
||||
|
||||
[Comprehensive go-to-market approach]
|
||||
_Market Entry Approach: [Recommended market entry strategy and tactics]_
|
||||
_Channel Strategy: [Optimal channels for market reach and customer acquisition]_
|
||||
_Partnership Strategy: [Strategic partnership and collaboration opportunities]_
|
||||
_Source: [URL with {{current_year}} market entry data]_
|
||||
|
||||
### Competitive Positioning Strategy
|
||||
### Growth and Scaling Strategy
|
||||
|
||||
[Positioning recommendations with source citations]
|
||||
_Source: [URL with {{current_year}} positioning data]_
|
||||
[Market growth and scaling analysis]
|
||||
_Growth Phases: [Recommended phased approach to market growth]_
|
||||
_Scaling Considerations: [Key factors for successful market scaling]_
|
||||
_Expansion Opportunities: [Opportunities for geographic or segment expansion]_
|
||||
_Source: [URL with {{current_year}} growth strategy data]_
|
||||
|
||||
### Risk Assessment and Mitigation
|
||||
## 7. Risk Assessment and Mitigation
|
||||
|
||||
[Risk analysis and mitigation strategies with source citations]
|
||||
_Source: [URL with {{current_year}} risk data]_
|
||||
### Market Risk Analysis
|
||||
|
||||
### Implementation Roadmap
|
||||
[Comprehensive market risk assessment]
|
||||
_Market Risks: [Key market-related risks and uncertainties]_
|
||||
_Competitive Risks: [Competitive threats and mitigation strategies]_
|
||||
_Regulatory Risks: [Regulatory and compliance considerations]_
|
||||
_Source: [URL with {{current_year}} risk assessment data]_
|
||||
|
||||
[Actionable implementation plan with source citations]
|
||||
### Mitigation Strategies
|
||||
|
||||
[Risk mitigation and contingency planning]
|
||||
_Risk Mitigation Approaches: [Strategies for managing identified risks]_
|
||||
_Contingency Planning: [Backup plans and alternative approaches]_
|
||||
_Market Sensitivity Analysis: [Impact of market changes on strategy]_
|
||||
_Source: [URL with {{current_year}} mitigation data]_
|
||||
|
||||
## 8. Implementation Roadmap and Success Metrics
|
||||
|
||||
### Implementation Framework
|
||||
|
||||
[Comprehensive implementation guidance]
|
||||
_Implementation Timeline: [Recommended phased implementation approach]_
|
||||
_Required Resources: [Key resources and capabilities needed]_
|
||||
_Implementation Milestones: [Key milestones and success criteria]_
|
||||
_Source: [URL with {{current_year}} implementation data]_
|
||||
|
||||
### Success Metrics and KPIs
|
||||
|
||||
[Success measurement framework with source citations]
|
||||
[Comprehensive success measurement framework]
|
||||
_Key Performance Indicators: [Critical metrics for measuring success]_
|
||||
_Monitoring and Reporting: [Approach for tracking and reporting progress]_
|
||||
_Success Criteria: [Clear criteria for determining success]_
|
||||
_Source: [URL with {{current_year}} metrics data]_
|
||||
|
||||
## Market Research Summary
|
||||
## 9. Future Market Outlook and Opportunities
|
||||
|
||||
### Research Methodology
|
||||
### Future Market Trends
|
||||
|
||||
[Summary of research approach and sources]
|
||||
[Forward-looking market analysis]
|
||||
_Near-term Market Evolution: [1-2 year market development expectations]_
|
||||
_Medium-term Market Trends: [3-5 year expected market developments]_
|
||||
_Long-term Market Vision: [5+ year market outlook for {{research_topic}}]_
|
||||
_Source: [URL with {{current_year}} future trends data]_
|
||||
|
||||
### Key Findings Recap
|
||||
### Strategic Opportunities
|
||||
|
||||
[Brief recap of all research findings]
|
||||
[Market opportunity analysis and recommendations]
|
||||
_Emerging Opportunities: [New market opportunities and their potential]_
|
||||
_Innovation Opportunities: [Areas for market innovation and differentiation]_
|
||||
_Strategic Market Investments: [Recommended market investments and priorities]_
|
||||
_Source: [URL with {{current_year}} opportunity data]_
|
||||
|
||||
### Limitations and Considerations
|
||||
## 10. Market Research Methodology and Source Verification
|
||||
|
||||
[Research limitations and additional considerations]
|
||||
### Comprehensive Market Source Documentation
|
||||
|
||||
[Complete documentation of all market research sources]
|
||||
_Primary Market Sources: [Key authoritative market sources used]_
|
||||
_Secondary Market Sources: [Supporting market research and analysis]_
|
||||
_Market Web Search Queries: [Complete list of market search queries used]_
|
||||
_Market Data Currency: [All market data verified for {{current_year}} currency]_
|
||||
|
||||
### Market Research Quality Assurance
|
||||
|
||||
[Market research quality assurance and validation approach]
|
||||
_Market Source Verification: [All market claims verified with multiple sources]_
|
||||
_Market Confidence Levels: [Confidence assessments for uncertain market data]_
|
||||
_Market Research Limitations: [Market research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about market research approach]_
|
||||
|
||||
## 11. Market Research Appendices and Additional Resources
|
||||
|
||||
### Detailed Market Data Tables
|
||||
|
||||
[Comprehensive market data tables supporting research findings]
|
||||
_Market Size Data: [Detailed market size and growth data tables]_
|
||||
_Customer Analysis Data: [Detailed customer behavior and segmentation data]_
|
||||
_Competitive Analysis Data: [Detailed competitor comparison and positioning data]_
|
||||
|
||||
### Market Resources and References
|
||||
|
||||
[Valuable market resources for continued research and implementation]
|
||||
_Market Research Reports: [Authoritative market research reports and publications]_
|
||||
_Industry Associations: [Key industry organizations and market resources]_
|
||||
_Market Analysis Tools: [Tools and resources for ongoing market analysis]_
|
||||
|
||||
---
|
||||
|
||||
## Market Research Conclusion
|
||||
|
||||
### Summary of Key Market Findings
|
||||
|
||||
[Comprehensive summary of the most important market research findings]
|
||||
|
||||
### Strategic Market Impact Assessment
|
||||
|
||||
[Assessment of market implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Market Recommendations
|
||||
|
||||
[Specific next steps for leveraging this market research]
|
||||
|
||||
---
|
||||
|
||||
**Market Research Completion Date:** {{date}}
|
||||
**Research Period:** {{current_year}} comprehensive market analysis
|
||||
**Document Length:** As needed for comprehensive market coverage
|
||||
**Source Verification:** All market facts cited with {{current_year}} sources
|
||||
**Market Confidence Level:** High - based on multiple authoritative market sources
|
||||
|
||||
_This comprehensive market research document serves as an authoritative market reference on {{research_topic}} and provides strategic market insights for informed decision-making._
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Complete Option
|
||||
### 5. Present Complete Market Research Document and Final Option
|
||||
|
||||
Show the generated strategic synthesis and present complete option:
|
||||
"I've completed the **market research strategic synthesis** using current {{current_year}} data, finalizing our comprehensive market research.
|
||||
**Market Research Document Completion Presentation:**
|
||||
|
||||
**Strategic Highlights:**
|
||||
"I've completed the **comprehensive market research document synthesis** for **{{research_topic}}**, producing an authoritative market research document with:
|
||||
|
||||
- Integrated market insights synthesized from all research phases
|
||||
- Strategic recommendations grounded in current market data
|
||||
- Market entry and positioning strategies developed
|
||||
- Risk assessment and mitigation approaches documented
|
||||
- Actionable implementation roadmap provided
|
||||
**Document Features:**
|
||||
|
||||
**This completes our market research covering:**
|
||||
- **Compelling Market Introduction**: Engaging opening that establishes market research significance
|
||||
- **Comprehensive Market TOC**: Complete navigation structure for market reference
|
||||
- **Exhaustive Market Research Coverage**: All market aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Market Summary**: Key market findings and strategic implications highlighted
|
||||
- **Strategic Market Recommendations**: Actionable market insights based on comprehensive research
|
||||
- **Complete Market Source Citations**: Every market claim verified with {{current_year}} sources
|
||||
|
||||
- Market size, growth, and dynamics analysis
|
||||
- Customer behavior and insights profiling
|
||||
- Competitive landscape and positioning analysis
|
||||
- Strategic recommendations and implementation guidance
|
||||
**Market Research Completeness:**
|
||||
|
||||
**Ready to complete the market research report?**
|
||||
[C] Complete Research - Save final document and conclude
|
||||
- Market analysis and dynamics fully documented
|
||||
- Customer insights and behavior analysis comprehensively covered
|
||||
- Competitive landscape and positioning detailed
|
||||
- Strategic market recommendations and implementation guidance provided
|
||||
|
||||
**Document Standards Met:**
|
||||
|
||||
- Exhaustive market research with no critical gaps
|
||||
- Professional market structure and compelling narrative
|
||||
- As long as needed for comprehensive market coverage
|
||||
- Multiple independent sources for all market claims
|
||||
- {{current_year}} market data throughout with proper citations
|
||||
|
||||
**Ready to complete this comprehensive market research document?**
|
||||
[C] Complete Research - Save final comprehensive market research document
|
||||
|
||||
### 6. Handle Complete Selection
|
||||
|
||||
@@ -166,23 +396,26 @@ When user selects 'C', append the content directly to the research document usin
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Strategic insights synthesized with current {{current_year}} citations
|
||||
✅ Strategic recommendations grounded in research findings
|
||||
✅ Market entry/positioning strategies clearly documented
|
||||
✅ Risk assessment and mitigation approaches provided
|
||||
✅ Implementation roadmap with actionable steps
|
||||
✅ Compelling market introduction with research significance
|
||||
✅ Comprehensive market table of contents with complete document structure
|
||||
✅ Exhaustive market research coverage across all market aspects
|
||||
✅ Executive market summary with key findings and strategic implications
|
||||
✅ Strategic market recommendations grounded in comprehensive research
|
||||
✅ Complete market source verification with {{current_year}} citations
|
||||
✅ Professional market document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Market research workflow completed successfully
|
||||
✅ Market research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not using {{current_year}} in strategic web searches
|
||||
❌ Not synthesizing insights from all research phases
|
||||
❌ Missing actionable strategic recommendations
|
||||
❌ Not providing implementation guidance
|
||||
❌ Not presenting completion option for research workflow
|
||||
❌ Appending content without user selecting 'C'
|
||||
❌ Not producing compelling market introduction
|
||||
❌ Missing comprehensive market table of contents
|
||||
❌ Incomplete market research coverage across market aspects
|
||||
❌ Not providing executive market summary with key findings
|
||||
❌ Missing strategic market recommendations based on research
|
||||
❌ Not using {{current_year}} market sources for all factual claims
|
||||
❌ Producing market document without professional structure
|
||||
❌ Not presenting completion option for final market document
|
||||
|
||||
## STRATEGIC RESEARCH PROTOCOLS:
|
||||
|
||||
@@ -192,23 +425,44 @@ When user selects 'C', append the content directly to the research document usin
|
||||
- Research implementation planning and execution strategies
|
||||
- Consider market timing and readiness factors
|
||||
|
||||
## COMPREHENSIVE MARKET DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final market research document:
|
||||
|
||||
- Serves as an authoritative market reference on {{research_topic}}
|
||||
- Provides strategic market insights for informed decision-making
|
||||
- Includes comprehensive market coverage with no gaps
|
||||
- Maintains rigorous market source verification standards
|
||||
- Delivers strategic market insights and actionable recommendations
|
||||
- Meets professional market research document quality standards
|
||||
|
||||
## MARKET RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All market research steps completed
|
||||
- All market research steps completed (1-4)
|
||||
- Comprehensive market research document generated
|
||||
- All sections appended with source citations
|
||||
- Market research workflow status updated
|
||||
- Final strategic recommendations provided to user
|
||||
- Professional market document structure with intro, TOC, and summary
|
||||
- All market sections appended with source citations
|
||||
- Market research workflow status updated to complete
|
||||
- Final comprehensive market research document delivered to user
|
||||
|
||||
## FINAL MARKET DELIVERABLE:
|
||||
|
||||
Complete authoritative market research document on {{research_topic}} that:
|
||||
|
||||
- Establishes professional market credibility through comprehensive research
|
||||
- Provides strategic market insights for informed decision-making
|
||||
- Serves as market reference document for continued use
|
||||
- Maintains highest market research quality standards with {{current_year}} verification
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Market research workflow complete. User may:
|
||||
Comprehensive market research workflow complete. User may:
|
||||
|
||||
- Use market research to inform product development strategies
|
||||
- Conduct additional research on specific market segments
|
||||
- Use market research document to inform business strategies and decisions
|
||||
- Conduct additional market research on specific segments or opportunities
|
||||
- Combine market research with other research types for comprehensive insights
|
||||
- Move forward with product development based on market insights
|
||||
- Move forward with implementation based on strategic market recommendations
|
||||
|
||||
Congratulations on completing comprehensive market research with current {{current_year}} data! 🎉
|
||||
Congratulations on completing comprehensive market research with professional documentation! 🎉
|
||||
|
||||
@@ -0,0 +1,203 @@
|
||||
# Technical Research Step 1: Technical Initialization
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current technical data
|
||||
- 📋 YOU ARE A TECHNICAL ANALYST, not content generator
|
||||
- 💬 FOCUS on technical architecture and implementation patterns
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after technical overview content generation
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from main workflow discovery are available
|
||||
- Research type = "technical" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on technical research with current {{current_year}} data
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Initialize technical research scope and approach for the already-identified topic: **{{research_topic}}** with goals: {{research_goals}}
|
||||
|
||||
## TECHNICAL OVERVIEW SEQUENCE:
|
||||
|
||||
### 1. Initialize Technical Research
|
||||
|
||||
Start with technical-specific positioning:
|
||||
"I'll guide you through **technical research** for **{{research_topic}}** using current {{current_year}} web data with rigorous source verification.
|
||||
|
||||
**Research Goals Identified:** {{research_goals}}
|
||||
|
||||
**Technical Research Focus for {{research_topic}}:**
|
||||
|
||||
- Technical architecture patterns and frameworks relevant to {{research_topic}}
|
||||
- Implementation approaches and best practices for {{research_topic}}
|
||||
- Technology stack evolution and trends affecting {{research_topic}}
|
||||
- Integration patterns and interoperability for {{research_topic}}
|
||||
- Performance and scalability considerations for {{research_topic}}
|
||||
|
||||
Let me refine the technical research scope specifically for **{{research_topic}}**:
|
||||
|
||||
### 2. Establish Technical Research Context
|
||||
|
||||
#### Technical Context Questions:
|
||||
|
||||
- "What technical aspects of {{research_topic}} are most critical for your goals?"
|
||||
- "Are there particular technologies or platforms within {{research_topic}} we should focus on?"
|
||||
- "Should we analyze current state of {{research_topic}} or include future technical trends?"
|
||||
- "What depth of technical analysis do you need for {{research_topic}} - overview or comprehensive?"
|
||||
- "Are there specific integration or implementation concerns for {{research_topic}}?"
|
||||
|
||||
### 3. Begin Technical Research Execution
|
||||
|
||||
After scope refinement, proceed with:
|
||||
|
||||
### 2. Web Search for Technical Architecture
|
||||
|
||||
Search for current architecture patterns:
|
||||
`WebSearch: "[technology/domain] architecture patterns frameworks {{current_year}}"`
|
||||
|
||||
**Architecture focus:**
|
||||
|
||||
- Current architectural patterns and design principles
|
||||
- Frameworks and platforms commonly used
|
||||
- Microservices, monolith, and hybrid approaches
|
||||
- Cloud-native and edge computing patterns
|
||||
|
||||
### 3. Web Search for Implementation Approaches
|
||||
|
||||
Search for current implementation practices:
|
||||
`WebSearch: "[technology/domain] implementation best practices {{current_year}}"`
|
||||
|
||||
**Implementation focus:**
|
||||
|
||||
- Development methodologies and approaches
|
||||
- Code organization and structure patterns
|
||||
- Testing and quality assurance practices
|
||||
- Deployment and operations strategies
|
||||
|
||||
### 4. Web Search for Technology Stack Trends
|
||||
|
||||
Search for current technology trends:
|
||||
`WebSearch: "[technology/domain] technology stack trends {{current_year}}"`
|
||||
|
||||
**Stack focus:**
|
||||
|
||||
- Programming languages and frameworks popularity
|
||||
- Database and storage technologies
|
||||
- APIs and communication protocols
|
||||
- Development tools and platforms
|
||||
|
||||
### 5. Generate Technical Overview Content
|
||||
|
||||
Prepare technical analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Technical Overview
|
||||
|
||||
### Current Architecture Patterns
|
||||
|
||||
[Architecture patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} architecture data]_
|
||||
|
||||
### Implementation Approaches
|
||||
|
||||
[Implementation approaches analysis with source citations]
|
||||
_Source: [URL with {{current_year}} implementation data]_
|
||||
|
||||
### Technology Stack Evolution
|
||||
|
||||
[Technology stack analysis with source citations]
|
||||
_Source: [URL with {{current_year}} technology data]_
|
||||
|
||||
### Integration and Interoperability
|
||||
|
||||
[Integration patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} integration data]_
|
||||
|
||||
### Performance and Scalability Patterns
|
||||
|
||||
[Performance patterns analysis with source citations]
|
||||
_Source: [URL with {{current_year}} performance data]_
|
||||
|
||||
### Development and Operations Practices
|
||||
|
||||
[DevOps practices analysis with source citations]
|
||||
_Source: [URL with {{current_year}} DevOps data]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
|
||||
Show the generated technical overview and present continue option:
|
||||
"I've completed the **technical overview analysis** using current {{current_year}} data to understand the technical landscape.
|
||||
|
||||
**Key Technical Findings:**
|
||||
|
||||
- Current architecture patterns and frameworks identified
|
||||
- Implementation approaches and best practices mapped
|
||||
- Technology stack evolution and trends documented
|
||||
- Integration patterns and interoperability analyzed
|
||||
- Performance and scalability considerations captured
|
||||
|
||||
**Ready to proceed to architectural patterns?**
|
||||
[C] Continue - Save this to the document and move to architectural patterns
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1]`
|
||||
- Load: `./step-02-technical-overview.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Architecture patterns identified with current {{current_year}} citations
|
||||
✅ Implementation approaches clearly documented
|
||||
✅ Technology stack evolution thoroughly analyzed
|
||||
✅ Integration patterns and interoperability mapped
|
||||
✅ Performance and scalability considerations captured
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Proper routing to architectural patterns step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not using {{current_year}} in technical web searches
|
||||
❌ Missing critical architecture patterns or frameworks
|
||||
❌ Not identifying current implementation best practices
|
||||
❌ Incomplete technology stack evolution analysis
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
## TECHNICAL RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for technical documentation and architecture guides
|
||||
- Use industry technical publications and conference proceedings
|
||||
- Research open-source projects and their architectures
|
||||
- Note technology adoption patterns and migration trends
|
||||
- Research performance benchmarking and optimization techniques
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-02-technical-overview.md` to focus on specific architectural patterns and design decisions.
|
||||
|
||||
Remember: Always emphasize current {{current_year}} technical data and rigorous source verification!
|
||||
@@ -31,6 +31,8 @@ Conduct comprehensive technical overview using current {{current_year}} web data
|
||||
|
||||
### 1. Begin Technical Overview
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different technical areas simultaneously and thoroughly
|
||||
|
||||
Start with technical research approach:
|
||||
"Now I'll conduct **technical overview analysis** using current {{current_year}} web data to understand the technical landscape for [technology/domain].
|
||||
|
||||
@@ -42,45 +44,43 @@ Start with technical research approach:
|
||||
- Integration patterns and interoperability
|
||||
- Performance and scalability considerations
|
||||
|
||||
**Let me search for current technical landscape information.**"
|
||||
**Let me search for current technical landscape information using parallel web searches for comprehensive coverage.**"
|
||||
|
||||
### 2. Web Search for Technical Architecture
|
||||
### 2. Parallel Technical Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search for current architecture patterns:
|
||||
`WebSearch: "[technology/domain] architecture patterns frameworks {{current_year}}"`
|
||||
|
||||
**Architecture focus:**
|
||||
|
||||
- Current architectural patterns and design principles
|
||||
- Frameworks and platforms commonly used
|
||||
- Microservices, monolith, and hybrid approaches
|
||||
- Cloud-native and edge computing patterns
|
||||
|
||||
### 3. Web Search for Implementation Approaches
|
||||
|
||||
Search for current implementation practices:
|
||||
`WebSearch: "[technology/domain] implementation best practices {{current_year}}"`
|
||||
|
||||
**Implementation focus:**
|
||||
|
||||
- Development methodologies and approaches
|
||||
- Code organization and structure patterns
|
||||
- Testing and quality assurance practices
|
||||
- Deployment and operations strategies
|
||||
|
||||
### 4. Web Search for Technology Stack Trends
|
||||
|
||||
Search for current technology trends:
|
||||
`WebSearch: "[technology/domain] technology stack trends {{current_year}}"`
|
||||
|
||||
**Stack focus:**
|
||||
**Analysis approach:**
|
||||
|
||||
- Programming languages and frameworks popularity
|
||||
- Database and storage technologies
|
||||
- APIs and communication protocols
|
||||
- Development tools and platforms
|
||||
- Look for recent technical documentation and architecture guides
|
||||
- Search for technical publications and conference proceedings
|
||||
- Research open-source projects and their architectures
|
||||
- Note technology adoption patterns and migration trends
|
||||
- Research performance benchmarking and optimization techniques
|
||||
|
||||
### 5. Generate Technical Overview Content
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate the technical findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Architecture patterns and design principles
|
||||
- Implementation approaches and methodologies
|
||||
- Technology stack evolution and current trends
|
||||
|
||||
**Technical Integration Analysis:**
|
||||
[Identify how architecture patterns influence implementation approaches and technology choices]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Technical Overview Content
|
||||
|
||||
Prepare technical analysis with web search citations:
|
||||
|
||||
@@ -122,7 +122,7 @@ _Source: [URL with {{current_year}} performance data]_
|
||||
_Source: [URL with {{current_year}} DevOps data]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
Show the generated technical overview and present continue option:
|
||||
"I've completed the **technical overview analysis** using current {{current_year}} data to understand the technical landscape.
|
||||
@@ -138,7 +138,7 @@ Show the generated technical overview and present continue option:
|
||||
**Ready to proceed to architectural patterns?**
|
||||
[C] Continue - Save this to the document and move to architectural patterns
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
@@ -148,7 +148,7 @@ Show the generated technical overview and present continue option:
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
|
||||
@@ -0,0 +1,479 @@
|
||||
# Technical Research Step 5: Technical Synthesis and Completion
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ ALWAYS use {{current_year}} web searches for current technical data
|
||||
- 📋 YOU ARE A TECHNICAL RESEARCH STRATEGIST, not content generator
|
||||
- 💬 FOCUS on comprehensive technical synthesis and authoritative conclusions
|
||||
- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
|
||||
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after synthesis content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive technical analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive technical research
|
||||
- All technical research sections have been completed (overview, architecture, implementation)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final synthesis step producing the complete technical research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Produce a comprehensive, authoritative technical research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive technical research.
|
||||
|
||||
## COMPREHENSIVE TECHNICAL DOCUMENT SYNTHESIS:
|
||||
|
||||
### 1. Technical Document Structure Planning
|
||||
|
||||
**Complete Technical Research Document Structure:**
|
||||
|
||||
```markdown
|
||||
# [Compelling Technical Title]: Comprehensive {{research_topic}} Technical Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[Brief compelling overview of key technical findings and strategic implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Technical Research Introduction and Methodology
|
||||
- Technical Landscape and Architecture Analysis
|
||||
- Implementation Approaches and Best Practices
|
||||
- Technology Stack Evolution and Trends
|
||||
- Integration and Interoperability Patterns
|
||||
- Performance and Scalability Analysis
|
||||
- Security and Compliance Considerations
|
||||
- Strategic Technical Recommendations
|
||||
- Implementation Roadmap and Risk Assessment
|
||||
- Future Technical Outlook and Innovation Opportunities
|
||||
- Technical Research Methodology and Source Documentation
|
||||
- Technical Appendices and Reference Materials
|
||||
```
|
||||
|
||||
### 2. Generate Compelling Technical Introduction
|
||||
|
||||
**Technical Introduction Requirements:**
|
||||
|
||||
- Hook reader with compelling technical opening about {{research_topic}}
|
||||
- Establish technical research significance and current relevance
|
||||
- Outline comprehensive technical research methodology
|
||||
- Preview key technical findings and strategic implications
|
||||
- Set authoritative, technical expert tone
|
||||
|
||||
**Web Search for Technical Introduction Context:**
|
||||
`WebSearch: "{{research_topic}} technical significance importance {{current_year}}"`
|
||||
|
||||
### 3. Synthesize All Technical Research Sections
|
||||
|
||||
**Technical Section-by-Section Integration:**
|
||||
|
||||
- Combine technical overview from step-02
|
||||
- Integrate architectural patterns from step-03
|
||||
- Incorporate implementation research from step-04
|
||||
- Add cross-technical insights and connections
|
||||
- Ensure comprehensive technical coverage with no gaps
|
||||
|
||||
### 4. Generate Complete Technical Document Content
|
||||
|
||||
#### Final Technical Document Structure:
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Technical Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[2-3 paragraph compelling summary of the most critical technical findings and strategic implications for {{research_topic}} based on comprehensive {{current_year}} technical research]
|
||||
|
||||
**Key Technical Findings:**
|
||||
|
||||
- [Most significant architectural insights]
|
||||
- [Critical implementation considerations]
|
||||
- [Important technology trends]
|
||||
- [Strategic technical implications]
|
||||
|
||||
**Technical Recommendations:**
|
||||
|
||||
- [Top 3-5 actionable technical recommendations based on research]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
1. Technical Research Introduction and Methodology
|
||||
2. {{research_topic}} Technical Landscape and Architecture Analysis
|
||||
3. Implementation Approaches and Best Practices
|
||||
4. Technology Stack Evolution and Current Trends
|
||||
5. Integration and Interoperability Patterns
|
||||
6. Performance and Scalability Analysis
|
||||
7. Security and Compliance Considerations
|
||||
8. Strategic Technical Recommendations
|
||||
9. Implementation Roadmap and Risk Assessment
|
||||
10. Future Technical Outlook and Innovation Opportunities
|
||||
11. Technical Research Methodology and Source Verification
|
||||
12. Technical Appendices and Reference Materials
|
||||
|
||||
## 1. Technical Research Introduction and Methodology
|
||||
|
||||
### Technical Research Significance
|
||||
|
||||
[Compelling technical narrative about why {{research_topic}} research is critical in {{current_year}}]
|
||||
_Technical Importance: [Strategic technical significance with {{current_year}} context]_
|
||||
_Business Impact: [Business implications of technical research]_
|
||||
_Source: [URL with {{current_year}} technical significance data]_
|
||||
|
||||
### Technical Research Methodology
|
||||
|
||||
[Comprehensive description of technical research approach including:]
|
||||
|
||||
- **Technical Scope**: [Comprehensive technical coverage areas]
|
||||
- **Data Sources**: [Authoritative technical sources and verification approach]
|
||||
- **Analysis Framework**: [Structured technical analysis methodology]
|
||||
- **Time Period**: [{{current_year}} focus and technical evolution context]
|
||||
- **Technical Depth**: [Level of technical detail and analysis]
|
||||
|
||||
### Technical Research Goals and Objectives
|
||||
|
||||
**Original Technical Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Technical Objectives:**
|
||||
|
||||
- [Technical Goal 1 achievement with supporting evidence]
|
||||
- [Technical Goal 2 achievement with supporting evidence]
|
||||
- [Additional technical insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Technical Landscape and Architecture Analysis
|
||||
|
||||
### Current Technical Architecture Patterns
|
||||
|
||||
[Comprehensive architectural analysis synthesized from step-03 with {{current_year}} context]
|
||||
_Dominant Patterns: [Current architectural approaches]_
|
||||
_Architectural Evolution: [Historical and current evolution patterns]_
|
||||
_Architectural Trade-offs: [Key architectural decisions and implications]_
|
||||
_Source: [URL with {{current_year}} architectural data]_
|
||||
|
||||
### System Design Principles and Best Practices
|
||||
|
||||
[Complete system design analysis]
|
||||
_Design Principles: [Core principles guiding {{research_topic}} implementations]_
|
||||
_Best Practice Patterns: [Industry-standard approaches and methodologies]_
|
||||
_Architectural Quality Attributes: [Performance, scalability, maintainability considerations]_
|
||||
_Source: [URL with {{current_year}} design principles data]_
|
||||
|
||||
## 3. Implementation Approaches and Best Practices
|
||||
|
||||
### Current Implementation Methodologies
|
||||
|
||||
[Implementation analysis from step-04 with {{current_year}} context]
|
||||
_Development Approaches: [Current development methodologies and approaches]_
|
||||
_Code Organization Patterns: [Structural patterns and organization strategies]_
|
||||
_Quality Assurance Practices: [Testing, validation, and quality approaches]_
|
||||
_Deployment Strategies: [Current deployment and operations practices]_
|
||||
_Source: [URL with {{current_year}} implementation data]_
|
||||
|
||||
### Implementation Framework and Tooling
|
||||
|
||||
[Comprehensive implementation framework analysis]
|
||||
_Development Frameworks: [Popular frameworks and their characteristics]_
|
||||
_Tool Ecosystem: [Development tools and platform considerations]_
|
||||
_Build and Deployment Systems: [CI/CD and automation approaches]_
|
||||
_Source: [URL with {{current_year}} framework data]_
|
||||
|
||||
## 4. Technology Stack Evolution and Current Trends
|
||||
|
||||
### Current Technology Stack Landscape
|
||||
|
||||
[Technology stack analysis from step-02 with {{current_year}} updates]
|
||||
_Programming Languages: [Current language trends and adoption patterns]_
|
||||
_Frameworks and Libraries: [Popular frameworks and their use cases]_
|
||||
_Database and Storage Technologies: [Current data storage and management trends]_
|
||||
_API and Communication Technologies: [Integration and communication patterns]_
|
||||
_Source: [URL with {{current_year}} technology stack data]_
|
||||
|
||||
### Technology Adoption Patterns
|
||||
|
||||
[Comprehensive technology adoption analysis]
|
||||
_Adoption Trends: [Technology adoption rates and patterns]_
|
||||
_Migration Patterns: [Technology migration and evolution trends]_
|
||||
_Emerging Technologies: [New technologies and their potential impact]_
|
||||
_Source: [URL with {{current_year}} adoption data]_
|
||||
|
||||
## 5. Integration and Interoperability Patterns
|
||||
|
||||
### Current Integration Approaches
|
||||
|
||||
[Integration patterns analysis with {{current_year}} context]
|
||||
_API Design Patterns: [Current API design and implementation patterns]_
|
||||
_Service Integration: [Microservices and service integration approaches]_
|
||||
_Data Integration: [Data exchange and integration patterns]_
|
||||
_Source: [URL with {{current_year}} integration data]_
|
||||
|
||||
### Interoperability Standards and Protocols
|
||||
|
||||
[Comprehensive interoperability analysis]
|
||||
_Standards Compliance: [Industry standards and compliance requirements]_
|
||||
_Protocol Selection: [Communication protocols and selection criteria]_
|
||||
_Integration Challenges: [Common integration challenges and solutions]_
|
||||
_Source: [URL with {{current_year}} interoperability data]_
|
||||
|
||||
## 6. Performance and Scalability Analysis
|
||||
|
||||
### Performance Characteristics and Optimization
|
||||
|
||||
[Performance analysis based on research findings]
|
||||
_Performance Benchmarks: [Current performance characteristics and benchmarks]_
|
||||
_Optimization Strategies: [Performance optimization approaches and techniques]_
|
||||
_Monitoring and Measurement: [Performance monitoring and measurement practices]_
|
||||
_Source: [URL with {{current_year}} performance data]_
|
||||
|
||||
### Scalability Patterns and Approaches
|
||||
|
||||
[Comprehensive scalability analysis]
|
||||
_Scalability Patterns: [Architectural and design patterns for scalability]_
|
||||
_Capacity Planning: [Capacity planning and resource management approaches]_
|
||||
_Elasticity and Auto-scaling: [Dynamic scaling approaches and implementations]_
|
||||
_Source: [URL with {{current_year}} scalability data]_
|
||||
|
||||
## 7. Security and Compliance Considerations
|
||||
|
||||
### Security Best Practices and Frameworks
|
||||
|
||||
[Security analysis with {{current_year}} context]
|
||||
_Security Frameworks: [Current security frameworks and best practices]_
|
||||
_Threat Landscape: [Current security threats and mitigation approaches]_
|
||||
_Secure Development Practices: [Secure coding and development lifecycle]_
|
||||
_Source: [URL with {{current_year}} security data]_
|
||||
|
||||
### Compliance and Regulatory Considerations
|
||||
|
||||
[Comprehensive compliance analysis]
|
||||
_Industry Standards: [Relevant industry standards and compliance requirements]_
|
||||
_Regulatory Compliance: [Legal and regulatory considerations for {{research_topic}}]_
|
||||
_Audit and Governance: [Technical audit and governance practices]_
|
||||
_Source: [URL with {{current_year}} compliance data]_
|
||||
|
||||
## 8. Strategic Technical Recommendations
|
||||
|
||||
### Technical Strategy and Decision Framework
|
||||
|
||||
[Strategic technical recommendations based on comprehensive research]
|
||||
_Architecture Recommendations: [Recommended architectural approaches and patterns]_
|
||||
_Technology Selection: [Recommended technology stack and selection criteria]_
|
||||
_Implementation Strategy: [Recommended implementation approaches and methodologies]_
|
||||
_Source: [URL with {{current_year}} technical strategy data]_
|
||||
|
||||
### Competitive Technical Advantage
|
||||
|
||||
[Analysis of technical competitive positioning]
|
||||
_Technology Differentiation: [Technical approaches that provide competitive advantage]_
|
||||
_Innovation Opportunities: [Areas for technical innovation and differentiation]_
|
||||
_Strategic Technology Investments: [Recommended technology investments and priorities]_
|
||||
_Source: [URL with {{current_year}} competitive analysis data]_
|
||||
|
||||
## 9. Implementation Roadmap and Risk Assessment
|
||||
|
||||
### Technical Implementation Framework
|
||||
|
||||
[Comprehensive implementation guidance based on research findings]
|
||||
_Implementation Phases: [Recommended phased implementation approach]_
|
||||
_Technology Migration Strategy: [Approach for technology adoption and migration]_
|
||||
_Resource Planning: [Technical resources and capabilities planning]_
|
||||
_Source: [URL with {{current_year}} implementation planning data]_
|
||||
|
||||
### Technical Risk Management
|
||||
|
||||
[Comprehensive technical risk assessment]
|
||||
_Technical Risks: [Major technical risks and mitigation strategies]_
|
||||
_Implementation Risks: [Risks associated with implementation and deployment]_
|
||||
_Business Impact Risks: [Technical risks and their business implications]_
|
||||
_Source: [URL with {{current_year}} technical risk data]_
|
||||
|
||||
## 10. Future Technical Outlook and Innovation Opportunities
|
||||
|
||||
### Emerging Technology Trends
|
||||
|
||||
[Forward-looking technical analysis based on comprehensive research]
|
||||
_Near-term Technical Evolution: [1-2 year technical development expectations]_
|
||||
_Medium-term Technology Trends: [3-5 year expected technical developments]_
|
||||
_Long-term Technical Vision: [5+ year technical outlook for {{research_topic}}]_
|
||||
_Source: [URL with {{current_year}} future trends data]_
|
||||
|
||||
### Innovation and Research Opportunities
|
||||
|
||||
[Technical innovation analysis and recommendations]
|
||||
_Research Opportunities: [Areas for technical research and innovation]_
|
||||
_Emerging Technology Adoption: [Potential new technologies and adoption timelines]_
|
||||
_Innovation Framework: [Approach for fostering technical innovation]_
|
||||
_Source: [URL with {{current_year}} innovation data]_
|
||||
|
||||
## 11. Technical Research Methodology and Source Verification
|
||||
|
||||
### Comprehensive Technical Source Documentation
|
||||
|
||||
[Complete documentation of all technical research sources]
|
||||
_Primary Technical Sources: [Key authoritative technical sources used]_
|
||||
_Secondary Technical Sources: [Supporting technical research and analysis]_
|
||||
_Technical Web Search Queries: [Complete list of technical search queries used]_
|
||||
_Technical Data Currency: [All technical data verified for {{current_year}} currency]_
|
||||
|
||||
### Technical Research Quality Assurance
|
||||
|
||||
[Technical quality assurance and validation approach]
|
||||
_Technical Source Verification: [All technical claims verified with multiple sources]_
|
||||
_Technical Confidence Levels: [Confidence assessments for uncertain technical data]_
|
||||
_Technical Limitations: [Technical research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about technical research approach]_
|
||||
|
||||
## 12. Technical Appendices and Reference Materials
|
||||
|
||||
### Detailed Technical Data Tables
|
||||
|
||||
[Comprehensive technical data tables supporting research findings]
|
||||
_Architectural Pattern Tables: [Detailed architectural pattern comparisons]_
|
||||
_Technology Stack Analysis: [Detailed technology evaluation and comparison data]_
|
||||
_Performance Benchmark Data: [Comprehensive performance measurement data]_
|
||||
|
||||
### Technical Resources and References
|
||||
|
||||
[Valuable technical resources for continued research and implementation]
|
||||
_Technical Standards: [Relevant technical standards and specifications]_
|
||||
_Open Source Projects: [Key open source projects and communities]_
|
||||
_Research Papers and Publications: [Academic and industry research sources]_
|
||||
_Technical Communities: [Professional networks and technical communities]_
|
||||
|
||||
---
|
||||
|
||||
## Technical Research Conclusion
|
||||
|
||||
### Summary of Key Technical Findings
|
||||
|
||||
[Comprehensive summary of the most important technical research findings]
|
||||
|
||||
### Strategic Technical Impact Assessment
|
||||
|
||||
[Assessment of technical implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Technical Recommendations
|
||||
|
||||
[Specific next steps for leveraging this technical research]
|
||||
|
||||
---
|
||||
|
||||
**Technical Research Completion Date:** {{date}}
|
||||
**Research Period:** {{current_year}} comprehensive technical analysis
|
||||
**Document Length:** As needed for comprehensive technical coverage
|
||||
**Source Verification:** All technical facts cited with {{current_year}} sources
|
||||
**Technical Confidence Level:** High - based on multiple authoritative technical sources
|
||||
|
||||
_This comprehensive technical research document serves as an authoritative technical reference on {{research_topic}} and provides strategic technical insights for informed decision-making and implementation._
|
||||
```
|
||||
|
||||
### 5. Present Complete Technical Document and Final Option
|
||||
|
||||
**Technical Document Completion Presentation:**
|
||||
|
||||
"I've completed the **comprehensive technical research document synthesis** for **{{research_topic}}**, producing an authoritative technical research document with:
|
||||
|
||||
**Technical Document Features:**
|
||||
|
||||
- **Compelling Technical Introduction**: Engaging technical opening that establishes research significance
|
||||
- **Comprehensive Technical TOC**: Complete navigation structure for technical reference
|
||||
- **Exhaustive Technical Research Coverage**: All technical aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Technical Summary**: Key technical findings and strategic implications highlighted
|
||||
- **Strategic Technical Recommendations**: Actionable technical insights based on comprehensive research
|
||||
- **Complete Technical Source Citations**: Every technical claim verified with {{current_year}} sources
|
||||
|
||||
**Technical Research Completeness:**
|
||||
|
||||
- Technical landscape and architecture analysis fully documented
|
||||
- Implementation approaches and best practices comprehensively covered
|
||||
- Technology stack evolution and trends detailed
|
||||
- Integration, performance, and security analysis complete
|
||||
- Strategic technical insights and implementation guidance provided
|
||||
|
||||
**Technical Document Standards Met:**
|
||||
|
||||
- Exhaustive technical research with no critical gaps
|
||||
- Professional technical structure and compelling narrative
|
||||
- As long as needed for comprehensive technical coverage
|
||||
- Multiple independent technical sources for all claims
|
||||
- {{current_year}} technical data throughout with proper citations
|
||||
|
||||
**Ready to complete this comprehensive technical research document?**
|
||||
[C] Complete Research - Save final comprehensive technical document
|
||||
|
||||
### 6. Handle Final Technical Completion
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the complete technical document to the research file
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
|
||||
- Complete the technical research workflow
|
||||
- Provide final technical document delivery confirmation
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the complete comprehensive technical research document using the full structure above.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Compelling technical introduction with research significance
|
||||
✅ Comprehensive technical table of contents with complete document structure
|
||||
✅ Exhaustive technical research coverage across all technical aspects
|
||||
✅ Executive technical summary with key findings and strategic implications
|
||||
✅ Strategic technical recommendations grounded in comprehensive research
|
||||
✅ Complete technical source verification with {{current_year}} citations
|
||||
✅ Professional technical document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Technical research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not producing compelling technical introduction
|
||||
❌ Missing comprehensive technical table of contents
|
||||
❌ Incomplete technical research coverage across technical aspects
|
||||
❌ Not providing executive technical summary with key findings
|
||||
❌ Missing strategic technical recommendations based on research
|
||||
❌ Not using {{current_year}} technical sources for all factual claims
|
||||
❌ Producing technical document without professional structure
|
||||
❌ Not presenting completion option for final technical document
|
||||
|
||||
## COMPREHENSIVE TECHNICAL DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final technical research document:
|
||||
|
||||
- Serves as an authoritative technical reference on {{research_topic}}
|
||||
- Provides strategic technical insights for informed decision-making
|
||||
- Includes comprehensive technical coverage with no gaps
|
||||
- Maintains rigorous technical source verification standards
|
||||
- Delivers strategic technical insights and actionable recommendations
|
||||
- Meets professional technical research document quality standards
|
||||
|
||||
## TECHNICAL RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All technical research steps completed (1-5)
|
||||
- Comprehensive technical research document generated
|
||||
- Professional technical document structure with intro, TOC, and summary
|
||||
- All technical sections appended with source citations
|
||||
- Technical research workflow status updated to complete
|
||||
- Final comprehensive technical research document delivered to user
|
||||
|
||||
## FINAL TECHNICAL DELIVERABLE:
|
||||
|
||||
Complete authoritative technical research document on {{research_topic}} that:
|
||||
|
||||
- Establishes technical credibility through comprehensive research
|
||||
- Provides strategic technical insights for informed decision-making
|
||||
- Serves as technical reference document for continued use
|
||||
- Maintains highest technical research quality standards with {{current_year}} verification
|
||||
|
||||
Congratulations on completing comprehensive technical research with professional documentation! 🎉
|
||||
@@ -5,10 +5,25 @@ description: Conduct comprehensive research across multiple domains using curren
|
||||
|
||||
# Research Workflow
|
||||
|
||||
**Goal:** Conduct comprehensive research across multiple domains using current web data and verified sources
|
||||
**Goal:** Conduct comprehensive, exhaustive research across multiple domains using current web data and verified sources to produce complete research documents with compelling narratives and proper citations.
|
||||
|
||||
**Document Standards:**
|
||||
|
||||
- **Comprehensive Coverage**: Exhaustive research with no critical gaps
|
||||
- **Source Verification**: Every factual claim cited with URLs from {{current_year}}
|
||||
- **Document Length**: As long as needed to fully cover the research topic
|
||||
- **Professional Structure**: Compelling narrative introduction, detailed TOC, and comprehensive summary
|
||||
- **Authoritative Sources**: Multiple independent sources for all critical claims
|
||||
|
||||
**Your Role:** You are a research facilitator and web data analyst working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
|
||||
|
||||
**Final Deliverable**: A complete research document that serves as an authoritative reference on the research topic with:
|
||||
|
||||
- Compelling narrative introduction
|
||||
- Comprehensive table of contents
|
||||
- Detailed research sections with proper citations
|
||||
- Executive summary and conclusions
|
||||
|
||||
---
|
||||
|
||||
## WORKFLOW ARCHITECTURE
|
||||
@@ -82,46 +97,82 @@ Execute research type discovery and routing:
|
||||
|
||||
"Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with current {{current_year}} data and rigorous source verification, while you bring the domain expertise and research direction.
|
||||
|
||||
\*\*What would you like to research today?"
|
||||
**Let me help you clarify what you'd like to research.**
|
||||
|
||||
**First, tell me: What specific topic, problem, or area do you want to research?**
|
||||
|
||||
For example:
|
||||
|
||||
- 'The electric vehicle market in Europe'
|
||||
- 'Cloud migration strategies for healthcare'
|
||||
- 'AI implementation in financial services'
|
||||
- 'Sustainable packaging regulations'
|
||||
- 'Or anything else you have in mind...'
|
||||
|
||||
### Topic Exploration and Clarification
|
||||
|
||||
Based on the user's initial topic, explore and refine the research scope:
|
||||
|
||||
#### Topic Clarification Questions:
|
||||
|
||||
1. **Core Topic**: "What exactly about [topic] are you most interested in?"
|
||||
2. **Research Goals**: "What do you hope to achieve with this research?"
|
||||
3. **Scope**: "Should we focus broadly or dive deep into specific aspects?"
|
||||
4. **Timeline**: "Are you looking at current state, historical context, or future trends?"
|
||||
5. **Application**: "How will you use this research? (product development, strategy, academic, etc.)"
|
||||
|
||||
#### Context Building:
|
||||
|
||||
- **Initial Input**: User provides topic or research interest
|
||||
- **Collaborative Refinement**: Work together to clarify scope and objectives
|
||||
- **Goal Alignment**: Ensure research direction matches user needs
|
||||
- **Research Boundaries**: Establish clear focus areas and deliverables
|
||||
|
||||
### Research Type Identification
|
||||
|
||||
Listen for research type indicators and present options:
|
||||
After understanding the research topic and goals, identify the most appropriate research approach:
|
||||
|
||||
**Research Options:**
|
||||
**Research Type Options:**
|
||||
|
||||
1. **Market Research** - Market size, growth, competition, customer insights
|
||||
_Best for: Understanding market dynamics, customer behavior, competitive landscape_
|
||||
|
||||
2. **Domain Research** - Industry analysis, regulations, technology trends in specific domain
|
||||
_Best for: Understanding industry context, regulatory environment, ecosystem_
|
||||
|
||||
3. **Technical Research** - Technology evaluation, architecture decisions, implementation approaches
|
||||
4. **Deep Research Prompt** - Creating structured research prompts for AI platforms
|
||||
_Best for: Technical feasibility, technology selection, implementation strategies_
|
||||
|
||||
**Recommendation**: Based on [topic] and [goals], I recommend [suggested research type] because [specific rationale].
|
||||
|
||||
**What type of research would work best for your needs?**
|
||||
|
||||
### Research Type Routing
|
||||
|
||||
Based on user selection, route to appropriate sub-workflow:
|
||||
Based on user selection, route to appropriate sub-workflow with the discovered topic:
|
||||
|
||||
#### If Market Research:
|
||||
|
||||
- Set `research_type = "market"`
|
||||
- Set output file: `{output_folder}/analysis/research/market-{{topic}}-research-{{date}}.md`
|
||||
- Load: `./market-steps/step-01-init.md`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Set output file: `{output_folder}/analysis/research/market-{{research_topic}}-research-{{date}}.md`
|
||||
- Load: `./market-steps/step-01-init.md` with topic context
|
||||
|
||||
#### If Domain Research:
|
||||
|
||||
- Set `research_type = "domain"`
|
||||
- Set output file: `{output_folder}/analysis/research/domain-{{topic}}-research-{{date}}.md`
|
||||
- Load: `./domain-steps/step-01-init.md`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Set output file: `{output_folder}/analysis/research/domain-{{research_topic}}-research-{{date}}.md`
|
||||
- Load: `./domain-steps/step-01-init.md` with topic context
|
||||
|
||||
#### If Technical Research:
|
||||
|
||||
- Set `research_type = "technical"`
|
||||
- Set output file: `{output_folder}/analysis/research/technical-{{topic}}-research-{{date}}.md`
|
||||
- Load: `./technical-steps/step-01-init.md`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Set output file: `{output_folder}/analysis/research/technical-{{research_topic}}-research-{{date}}.md`
|
||||
- Load: `./technical-steps/step-01-init.md` with topic context
|
||||
|
||||
#### If Deep Research Prompt:
|
||||
|
||||
- Set `research_type = "deep-prompt"`
|
||||
- Set output file: `{output_folder}/analysis/research/deep-prompt-{{topic}}-research-{{date}}.md`
|
||||
- Load: `./deep-prompt-steps/step-01-init.md`
|
||||
**Important**: The discovered topic from the collaborative discussion should be passed to the research initialization steps, so they don't need to ask "What do you want to research?" again - they can focus on refining the scope for their specific research type.
|
||||
|
||||
### Document Initialization
|
||||
|
||||
@@ -134,6 +185,8 @@ inputDocuments: []
|
||||
workflowType: 'research'
|
||||
lastStep: 1
|
||||
research_type: '{{research_type}}'
|
||||
research_topic: '{{research_topic}}'
|
||||
research_goals: '{{research_goals}}'
|
||||
user_name: '{{user_name}}'
|
||||
date: '{{date}}'
|
||||
current_year: '{{current_year}}'
|
||||
|
||||
@@ -1,3 +1,8 @@
|
||||
---
|
||||
name: PRD Workflow
|
||||
description: Creates a comprehensive PRDs through collaborative step-by-step discovery between two product managers working as peers.
|
||||
---
|
||||
|
||||
# PRD Workflow
|
||||
|
||||
**Goal:** Create comprehensive PRDs through collaborative step-by-step discovery between two product managers working as peers.
|
||||
|
||||
@@ -28,6 +28,7 @@ phases:
|
||||
optional: true
|
||||
agent: "analyst"
|
||||
command: "brainstorm-project"
|
||||
note: "Uses core brainstorming workflow with project context template"
|
||||
included_by: "user_choice"
|
||||
|
||||
- id: "research"
|
||||
|
||||
@@ -16,6 +16,7 @@ phases:
|
||||
optional: true
|
||||
agent: "analyst"
|
||||
command: "brainstorm-project"
|
||||
note: "Uses core brainstorming workflow with project context template"
|
||||
included_by: "user_choice"
|
||||
|
||||
- id: "research"
|
||||
|
||||
@@ -29,6 +29,7 @@ phases:
|
||||
agent: "analyst"
|
||||
command: "brainstorm-project"
|
||||
included_by: "user_choice"
|
||||
note: "Uses core brainstorming workflow with project context template"
|
||||
|
||||
- id: "research"
|
||||
optional: true
|
||||
|
||||
@@ -17,6 +17,7 @@ phases:
|
||||
agent: "analyst"
|
||||
command: "brainstorm-project"
|
||||
included_by: "user_choice"
|
||||
note: "Uses core brainstorming workflow with project context template"
|
||||
|
||||
- id: "research"
|
||||
optional: true
|
||||
|
||||
Reference in New Issue
Block a user