diff --git a/src/core/workflows/party-mode/steps/step-03-graceful-exit.md b/src/core/workflows/party-mode/steps/step-03-graceful-exit.md
index 136cc26c..2f00c663 100644
--- a/src/core/workflows/party-mode/steps/step-03-graceful-exit.md
+++ b/src/core/workflows/party-mode/steps/step-03-graceful-exit.md
@@ -95,7 +95,6 @@ stepsCompleted: [1, 2, 3]
workflowType: 'party-mode'
user_name: '{{user_name}}'
date: '{{date}}'
-current_year: '{{current_year}}'
agents_loaded: true
party_active: false
workflow_completed: true
diff --git a/src/core/workflows/party-mode/workflow.md b/src/core/workflows/party-mode/workflow.md
index b3147ad0..38f2ce82 100644
--- a/src/core/workflows/party-mode/workflow.md
+++ b/src/core/workflows/party-mode/workflow.md
@@ -31,7 +31,7 @@ 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
+- `date` as a system-generated value
- Agent manifest path: `{project-root}/{bmad_folder}/_cfg/agent-manifest.csv`
### Paths
@@ -118,7 +118,6 @@ stepsCompleted: [1]
workflowType: 'party-mode'
user_name: '{{user_name}}'
date: '{{date}}'
-current_year: '{{current_year}}'
agents_loaded: true
party_active: true
exit_triggers: ['*exit', 'goodbye', 'end party', 'quit']
diff --git a/src/modules/bmgd/workflows/3-technical/game-architecture/instructions.md b/src/modules/bmgd/workflows/3-technical/game-architecture/instructions.md
index 908e21c4..9216a5bc 100644
--- a/src/modules/bmgd/workflows/3-technical/game-architecture/instructions.md
+++ b/src/modules/bmgd/workflows/3-technical/game-architecture/instructions.md
@@ -140,14 +140,14 @@ I see {{epic_count}} epics with {{story_count}} total stories.
Search for relevant starter templates with websearch, examples:
-{{primary_technology}} starter template CLI create command latest {date}
-{{primary_technology}} boilerplate generator latest options
+Search the web: "{{primary_technology}} starter template CLI create command latest"
+Search the web: "{{primary_technology}} boilerplate generator latest options"
Investigate what each starter provides:
- {{starter_name}} default setup technologies included latest
- {{starter_name}} project structure file organization
+ Search the web: "{{starter_name}} default setup technologies included latest"
+ Search the web: "{{starter_name}} project structure file organization"
@@ -176,7 +176,7 @@ I see {{epic_count}} epics with {{story_count}} total stories.
Get current starter command and options:
- {{starter_name}} CLI command options flags latest
+ Search the web: "{{starter_name}} CLI command options flags latest"
Document the initialization command:
@@ -282,7 +282,7 @@ Let's work through the remaining {{remaining_count}} decisions."
Each decision must be made WITH the user, not FOR them
- ALWAYS verify current versions using WebSearch - NEVER trust hardcoded versions
+ ALWAYS search the web to verify current versions - NEVER trust hardcoded versions
For each decision in priority order:
@@ -327,8 +327,8 @@ Let's work through the remaining {{remaining_count}} decisions."
Verify current stable version:
- {{technology}} latest stable version
- {{technology}} current LTS version
+ Search the web: "{{technology}} latest stable version"
+ Search the web: "{{technology}} current LTS version"
Update decision record with verified version:
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-01-init.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-01-init.md
index b0197f62..b0dbb11a 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-01-init.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-01-init.md
@@ -25,7 +25,7 @@
- **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
+- Web search is required to verify and supplement your knowledge with current facts
## YOUR TASK:
@@ -48,7 +48,7 @@ Start with domain scope understanding:
**Research Approach:**
-- Current {{current_year}} web data with rigorous source verification
+- All claims verified against current public sources
- Multi-source validation for critical domain claims
- Confidence levels for uncertain domain information
- Comprehensive domain coverage with industry-specific insights
@@ -66,7 +66,7 @@ For **{{research_topic}}**, I will research:
✅ **Economic Factors** - market size, growth projections, economic impact
✅ **Supply Chain Analysis** - value chain, ecosystem, partnerships
-**All using current {{current_year}} web data with source verification.**
+**All claims verified against current public sources.**
**Does this domain research scope and approach align with your goals?**
[C] Continue - Begin domain research with this scope
@@ -99,7 +99,7 @@ When user selects 'C', append scope confirmation:
**Research Methodology:**
-- Current {{current_year}} web data with rigorous source verification
+- All claims verified against current public sources
- Multi-source validation for critical domain claims
- Confidence level framework for uncertain information
- Comprehensive domain coverage with industry-specific insights
@@ -111,7 +111,7 @@ When user selects 'C', append scope confirmation:
✅ Domain research scope clearly confirmed with user
✅ All domain analysis areas identified and explained
-✅ Research methodology with {{current_year}} data emphasized
+✅ Research methodology emphasized
✅ [C] continue option presented and handled correctly
✅ Scope confirmation documented when user proceeds
✅ Proper routing to next domain research step
@@ -120,7 +120,7 @@ When user selects 'C', append scope confirmation:
❌ Not clearly confirming domain research scope with user
❌ Missing critical domain analysis areas
-❌ Not emphasizing {{current_year}} web data requirement
+❌ Not explaining that web search is required for current facts
❌ Not presenting [C] continue option
❌ Proceeding without user scope confirmation
❌ Not routing to next domain research step
@@ -131,6 +131,6 @@ When user selects 'C', append scope confirmation:
## NEXT STEP:
-After user selects 'C', load `./step-02-industry-analysis.md` to begin industry analysis with current {{current_year}} web data.
+After user selects 'C', load `./step-02-industry-analysis.md` to begin industry analysis.
Remember: This is SCOPE CONFIRMATION ONLY - no actual domain research yet, just confirming the research approach and scope!
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-02-domain-analysis.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-02-domain-analysis.md
index 505ddabc..941ed423 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-02-domain-analysis.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-02-domain-analysis.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current industry data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN INDUSTRY ANALYST, not content generator
- 💬 FOCUS on market size, growth, and industry dynamics
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,7 +31,7 @@
## YOUR TASK:
-Conduct industry analysis focusing on market size, growth, and industry dynamics using current {{current_year}} web data with rigorous source verification.
+Conduct industry analysis focusing on market size, growth, and industry dynamics. Search the web to verify and supplement current facts.
## INDUSTRY ANALYSIS SEQUENCE:
@@ -40,7 +40,7 @@ Conduct industry analysis focusing on market size, growth, and industry dynamics
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different industry areas simultaneously and thoroughly.
Start with industry research approach:
-"Now I'll conduct **industry analysis** for **{{research_topic}}** using current {{current_year}} web data to understand market dynamics.
+"Now I'll conduct **industry analysis** for **{{research_topic}}** to understand market dynamics.
**Industry Analysis Focus:**
@@ -56,10 +56,10 @@ Start with industry research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} market size value {{current_year}}"`
-`WebSearch: "{{research_topic}} market growth rate dynamics {{current_year}}"`
-`WebSearch: "{{research_topic}} market segmentation structure {{current_year}}"`
-`WebSearch: "{{research_topic}} industry trends evolution {{current_year}}"`
+Search the web: "{{research_topic}} market size value"
+Search the web: "{{research_topic}} market growth rate dynamics"
+Search the web: "{{research_topic}} market segmentation structure"
+Search the web: "{{research_topic}} industry trends evolution"
**Analysis approach:**
@@ -104,11 +104,11 @@ When saving to document, append these Level 2 and Level 3 sections:
### Market Size and Valuation
[Market size analysis with source citations]
-_Total Market Size: [Current market valuation with {{current_year}} data]_
+_Total Market Size: [Current market valuation]_
_Growth Rate: [CAGR and market growth projections]_
_Market Segments: [Size and value of key market segments]_
_Economic Impact: [Economic contribution and value creation]_
-_Source: [URL with {{current_year}} market size data]_
+_Source: [URL]_
### Market Dynamics and Growth
@@ -117,7 +117,7 @@ _Growth Drivers: [Key factors driving market growth]_
_Growth Barriers: [Factors limiting market expansion]_
_Cyclical Patterns: [Industry seasonality and cycles]_
_Market Maturity: [Life cycle stage and development phase]_
-_Source: [URL with {{current_year}} market dynamics data]_
+_Source: [URL]_
### Market Structure and Segmentation
@@ -126,7 +126,7 @@ _Primary Segments: [Key market segments and their characteristics]_
_Sub-segment Analysis: [Detailed breakdown of market sub-segments]_
_Geographic Distribution: [Regional market variations and concentrations]_
_Vertical Integration: [Supply chain and value chain structure]_
-_Source: [URL with {{current_year}} market structure data]_
+_Source: [URL]_
### Industry Trends and Evolution
@@ -135,7 +135,7 @@ _Emerging Trends: [Current industry developments and transformations]_
_Historical Evolution: [Industry development over recent years]_
_Technology Integration: [How technology is changing the industry]_
_Future Outlook: [Projected industry developments and changes]_
-_Source: [URL with {{current_year}} industry trends data]_
+_Source: [URL]_
### Competitive Dynamics
@@ -144,14 +144,14 @@ _Market Concentration: [Level of market consolidation and competition]_
_Competitive Intensity: [Degree of competition and rivalry]_
_Barriers to Entry: [Obstacles for new market entrants]_
_Innovation Pressure: [Rate of innovation and change]_
-_Source: [URL with {{current_year}} competitive dynamics data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **industry analysis** using current {{current_year}} data to understand market dynamics for {{research_topic}}.
+"I've completed **industry analysis** for {{research_topic}}.
**Key Industry Findings:**
@@ -190,7 +190,7 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in industry web searches
+❌ Relying on training data instead of web search for current facts
❌ Missing critical market size or growth data
❌ Incomplete market structure analysis
❌ Not identifying key industry trends
@@ -208,7 +208,7 @@ Content is already written to document when generated in step 4. No additional a
- Use authoritative sources (market research firms, industry associations)
- Analyze market size, growth rates, and segmentation data
- Study industry trends and evolution patterns
-- Focus on current {{current_year}} industry data
+- Search the web to verify facts
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -225,4 +225,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-competitive-landscape.md` to analyze competitive landscape, key players, and ecosystem analysis for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} industry data with rigorous source verification!
+Remember: Always write research content to document immediately and search the web to verify facts!
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-03-competitive-landscape.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-03-competitive-landscape.md
index fd81f04c..4efc4a5b 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-03-competitive-landscape.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-03-competitive-landscape.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current competitive data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
- 💬 FOCUS on key players, market share, and competitive dynamics
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,7 +31,7 @@
## YOUR TASK:
-Conduct competitive landscape analysis focusing on key players, market share, and competitive dynamics using current {{current_year}} web data with rigorous source verification.
+Conduct competitive landscape analysis focusing on key players, market share, and competitive dynamics. Search the web to verify and supplement current facts.
## COMPETITIVE LANDSCAPE ANALYSIS SEQUENCE:
@@ -40,7 +40,7 @@ Conduct competitive landscape analysis focusing on key players, market share, an
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different competitive areas simultaneously and thoroughly.
Start with competitive research approach:
-"Now I'll conduct **competitive landscape analysis** for **{{research_topic}}** using current {{current_year}} web data to understand the competitive ecosystem.
+"Now I'll conduct **competitive landscape analysis** for **{{research_topic}}** to understand the competitive ecosystem.
**Competitive Landscape Focus:**
@@ -56,10 +56,10 @@ Start with competitive research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} key players market leaders {{current_year}}"`
-`WebSearch: "{{research_topic}} market share competitive landscape {{current_year}}"`
-`WebSearch: "{{research_topic}} competitive strategies differentiation {{current_year}}"`
-`WebSearch: "{{research_topic}} entry barriers competitive dynamics {{current_year}}"`
+Search the web: "{{research_topic}} key players market leaders"
+Search the web: "{{research_topic}} market share competitive landscape"
+Search the web: "{{research_topic}} competitive strategies differentiation"
+Search the web: "{{research_topic}} entry barriers competitive dynamics"
**Analysis approach:**
@@ -108,7 +108,7 @@ _Market Leaders: [Dominant players and their market positions]_
_Major Competitors: [Significant competitors and their specialties]_
_Emerging Players: [New entrants and innovative companies]_
_Global vs Regional: [Geographic distribution of key players]_
-_Source: [URL with {{current_year}} competitive data]_
+_Source: [URL]_
### Market Share and Competitive Positioning
@@ -117,7 +117,7 @@ _Market Share Distribution: [Current market share breakdown]_
_Competitive Positioning: [How players position themselves in the market]_
_Value Proposition Mapping: [Different value propositions across players]_
_Customer Segments Served: [Different customer bases by competitor]_
-_Source: [URL with {{current_year}} market share data]_
+_Source: [URL]_
### Competitive Strategies and Differentiation
@@ -126,7 +126,7 @@ _Cost Leadership Strategies: [Players competing on price and efficiency]_
_Differentiation Strategies: [Players competing on unique value]_
_Focus/Niche Strategies: [Players targeting specific segments]_
_Innovation Approaches: [How different players innovate]_
-_Source: [URL with {{current_year}} competitive strategies data]_
+_Source: [URL]_
### Business Models and Value Propositions
@@ -135,7 +135,7 @@ _Primary Business Models: [How competitors make money]_
_Revenue Streams: [Different approaches to monetization]_
_Value Chain Integration: [Vertical integration vs partnership models]_
_Customer Relationship Models: [How competitors build customer loyalty]_
-_Source: [URL with {{current_year}} business models data]_
+_Source: [URL]_
### Competitive Dynamics and Entry Barriers
@@ -144,7 +144,7 @@ _Barriers to Entry: [Obstacles facing new market entrants]_
_Competitive Intensity: [Level of rivalry and competitive pressure]_
_Market Consolidation Trends: [M&A activity and market concentration]_
_Switching Costs: [Costs for customers to switch between providers]_
-_Source: [URL with {{current_year}} competitive dynamics data]_
+_Source: [URL]_
### Ecosystem and Partnership Analysis
@@ -153,14 +153,14 @@ _Supplier Relationships: [Key supplier partnerships and dependencies]_
_Distribution Channels: [How competitors reach customers]_
_Technology Partnerships: [Strategic technology alliances]_
_Ecosystem Control: [Who controls key parts of the value chain]_
-_Source: [URL with {{current_year}} ecosystem data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **competitive landscape analysis** using current {{current_year}} data to understand the competitive ecosystem for {{research_topic}}.
+"I've completed **competitive landscape analysis** for {{research_topic}}.
**Key Competitive Findings:**
@@ -199,7 +199,7 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in competitive web searches
+❌ Relying on training data instead of web search for current facts
❌ Missing critical key players or market leaders
❌ Incomplete market share or positioning analysis
❌ Not identifying competitive strategies
@@ -217,7 +217,7 @@ Content is already written to document when generated in step 4. No additional a
- Use company websites, annual reports, and investor presentations
- Analyze market share data and competitive positioning
- Study competitive strategies and differentiation approaches
-- Focus on current {{current_year}} competitive data
+- Search the web to verify facts
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -234,4 +234,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-regulatory-focus.md` to analyze regulatory requirements, compliance frameworks, and legal considerations for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} competitive data with rigorous source verification!
+Remember: Always write research content to document immediately and search the web to verify facts!
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-04-regulatory-focus.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-04-regulatory-focus.md
index 8fb18f2f..851a17c1 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-04-regulatory-focus.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-04-regulatory-focus.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current regulatory data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A REGULATORY ANALYST, not content generator
- 💬 FOCUS on compliance requirements and regulatory landscape
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,14 +31,14 @@
## YOUR TASK:
-Conduct focused regulatory and compliance analysis using current {{current_year}} web data with emphasis on requirements that impact {{research_topic}}.
+Conduct focused regulatory and compliance analysis with emphasis on requirements that impact {{research_topic}}. Search the web to verify and supplement current facts.
## REGULATORY FOCUS SEQUENCE:
### 1. Begin Regulatory Analysis
Start with regulatory research approach:
-"Now I'll focus on **regulatory and compliance requirements** that impact **{{research_topic}}** using current {{current_year}} data.
+"Now I'll focus on **regulatory and compliance requirements** that impact **{{research_topic}}**.
**Regulatory Focus Areas:**
@@ -53,7 +53,7 @@ Start with regulatory research approach:
### 2. Web Search for Specific Regulations
Search for current regulatory information:
-`WebSearch: "{{research_topic}} regulations compliance requirements {{current_year}}"`
+Search the web: "{{research_topic}} regulations compliance requirements"
**Regulatory focus:**
@@ -65,7 +65,7 @@ Search for current regulatory information:
### 3. Web Search for Industry Standards
Search for current industry standards:
-`WebSearch: "{{research_topic}} standards best practices {{current_year}}"`
+Search the web: "{{research_topic}} standards best practices"
**Standards focus:**
@@ -77,7 +77,7 @@ Search for current industry standards:
### 4. Web Search for Data Privacy Requirements
Search for current privacy regulations:
-`WebSearch: "data privacy regulations {{research_topic}} {{current_year}}"`
+Search the web: "data privacy regulations {{research_topic}}"
**Privacy focus:**
@@ -100,32 +100,32 @@ When saving to document, append these Level 2 and Level 3 sections:
### Applicable Regulations
[Specific regulations analysis with source citations]
-_Source: [URL with {{current_year}} regulatory data]_
+_Source: [URL]_
### Industry Standards and Best Practices
[Industry standards analysis with source citations]
-_Source: [URL with {{current_year}} standards data]_
+_Source: [URL]_
### Compliance Frameworks
[Compliance frameworks analysis with source citations]
-_Source: [URL with {{current_year}} compliance data]_
+_Source: [URL]_
### Data Protection and Privacy
[Privacy requirements analysis with source citations]
-_Source: [URL with {{current_year}} privacy data]_
+_Source: [URL]_
### Licensing and Certification
[Licensing requirements analysis with source citations]
-_Source: [URL with {{current_year}} licensing data]_
+_Source: [URL]_
### Implementation Considerations
[Practical implementation considerations with source citations]
-_Source: [URL with {{current_year}} implementation data]_
+_Source: [URL]_
### Risk Assessment
@@ -135,7 +135,7 @@ _Source: [URL with {{current_year}} implementation data]_
### 6. Present Analysis and Continue Option
Show the generated regulatory analysis and present continue option:
-"I've completed **regulatory requirements analysis** using current {{current_year}} data to understand compliance requirements for {{research_topic}}.
+"I've completed **regulatory requirements analysis** for {{research_topic}}.
**Key Regulatory Findings:**
@@ -162,7 +162,7 @@ Content is already written to document when generated in step 5. No additional a
## SUCCESS METRICS:
-✅ Applicable regulations identified with current {{current_year}} citations
+✅ Applicable regulations identified with current citations
✅ Industry standards and best practices documented
✅ Compliance frameworks clearly mapped
✅ Data protection requirements analyzed
@@ -172,7 +172,7 @@ Content is already written to document when generated in step 5. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in regulatory web searches
+❌ Relying on training data instead of web search for current facts
❌ Missing critical regulatory requirements for the domain
❌ Not providing implementation considerations for compliance
❌ Not completing risk assessment for regulatory compliance
@@ -202,4 +202,4 @@ Content is already written to document when generated in step 5. No additional a
After user selects 'C' and content is saved to document, load `./step-04-technical-trends.md` to analyze technical trends and innovations in the domain.
-Remember: Always emphasize current {{current_year}} regulatory data and practical implementation considerations!
+Remember: Search the web to verify regulatory facts and provide practical implementation considerations!
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-05-technical-trends.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-05-technical-trends.md
index a7e96af4..ba46ebb8 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-05-technical-trends.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-05-technical-trends.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use web searches for current technical data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A TECHNOLOGY ANALYST, not content generator
- 💬 FOCUS on emerging technologies and innovation patterns
-- 🔍 WEB RESEARCH REQUIRED - Use current data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -53,7 +53,7 @@ Start with technology research approach:
### 2. Web Search for Emerging Technologies
Search for current technology information:
-`WebSearch: "{{research_topic}} emerging technologies innovations"`
+Search the web: "{{research_topic}} emerging technologies innovations"
**Technology focus:**
@@ -65,7 +65,7 @@ Search for current technology information:
### 3. Web Search for Digital Transformation
Search for current transformation trends:
-`WebSearch: "{{research_topic}} digital transformation trends"`
+Search the web: "{{research_topic}} digital transformation trends"
**Transformation focus:**
@@ -77,7 +77,7 @@ Search for current transformation trends:
### 4. Web Search for Future Outlook
Search for future projections:
-`WebSearch: "{{research_topic}} future outlook trends"`
+Search the web: "{{research_topic}} future outlook trends"
**Future focus:**
@@ -102,32 +102,32 @@ When saving to document, append these Level 2 and Level 3 sections:
### Emerging Technologies
[Emerging technologies analysis with source citations]
-_Source: [URL with current technology data]_
+_Source: [URL]_
### Digital Transformation
[Digital transformation analysis with source citations]
-_Source: [URL with current transformation data]_
+_Source: [URL]_
### Innovation Patterns
[Innovation patterns analysis with source citations]
-_Source: [URL with current innovation data]_
+_Source: [URL]_
### Future Outlook
[Future outlook and projections with source citations]
-_Source: [URL with current outlook data]_
+_Source: [URL]_
### Implementation Opportunities
[Implementation opportunity analysis with source citations]
-_Source: [URL with current implementation data]_
+_Source: [URL]_
### Challenges and Risks
[Challenges and risks assessment with source citations]
-_Source: [URL with current risk data]_
+_Source: [URL]_
## Recommendations
@@ -147,7 +147,7 @@ _Source: [URL with current risk data]_
### 6. Present Analysis and Complete Option
Show the generated technical analysis and present complete option:
-"I've completed **technical trends and innovation analysis** using current data to understand technology patterns for {{research_topic}}.
+"I've completed **technical trends and innovation analysis** for {{research_topic}}.
**Technical Highlights:**
@@ -193,7 +193,7 @@ Content is already written to document when generated in step 5. No additional a
## FAILURE MODES:
-❌ Using stale training data instead of web searches for technology trends
+❌ Relying solely on training data without web verification for current facts
❌ Missing critical emerging technologies in the domain
❌ Not providing practical implementation recommendations
❌ Not completing strategic recommendations
@@ -230,4 +230,4 @@ Research workflow complete. User may:
- Conduct additional research on specific topics if needed
- Move forward with product development based on research insights
-Congratulations on completing comprehensive domain research with current data! 🎉
+Congratulations on completing comprehensive domain research! 🎉
diff --git a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-06-research-synthesis.md b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-06-research-synthesis.md
index bb31f3f8..45c791c6 100644
--- a/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-06-research-synthesis.md
+++ b/src/modules/bmm/workflows/1-analysis/research/domain-steps/step-06-research-synthesis.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current domain data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 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
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
## EXECUTION PROTOCOLS:
@@ -72,7 +72,7 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
- Set professional, authoritative tone
**Web Search for Introduction Context:**
-`WebSearch: "{{research_topic}} significance importance {{current_year}}"`
+Search the web: "{{research_topic}} significance importance"
### 3. Synthesize All Research Sections
@@ -93,7 +93,7 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
## Executive Summary
-[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive {{current_year}} research]
+[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive current research]
**Key Findings:**
@@ -123,9 +123,9 @@ Produce a comprehensive, authoritative research document on **{{research_topic}}
### 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]_
+[Compelling narrative about why {{research_topic}} research is critical in current]
+_Why this research matters now: [Strategic importance with current context]_
+_Source: [URL]_
### Research Methodology
@@ -134,7 +134,7 @@ _Source: [URL with {{current_year}} industry significance data]_
- **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]
+- **Time Period**: [current focus and historical context]
- **Geographic Coverage**: [Regional/global scope]
### Research Goals and Objectives
@@ -151,11 +151,11 @@ _Source: [URL with {{current_year}} industry significance data]_
### Market Size and Growth Projections
-[Comprehensive market analysis synthesized from step-02 with {{current_year}} data]
+[Comprehensive market analysis synthesized from step-02 with current data]
_Market Size: [Current market valuation]_
_Growth Rate: [CAGR and projections]_
_Market Drivers: [Key growth factors]_
-_Source: [URL with {{current_year}} market data]_
+_Source: [URL]_
### Industry Structure and Value Chain
@@ -163,17 +163,17 @@ _Source: [URL with {{current_year}} market data]_
_Value Chain Components: [Detailed breakdown]_
_Industry Segments: [Market segmentation analysis]_
_Economic Impact: [Industry economic significance]_
-_Source: [URL with {{current_year}} industry structure data]_
+_Source: [URL]_
## 3. Technology Landscape and Innovation Trends
### Current Technology Adoption
-[Technology trends analysis from step-04 with {{current_year}} context]
+[Technology trends analysis from step-04 with current 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]_
+_Source: [URL]_
### Digital Transformation Impact
@@ -181,17 +181,17 @@ _Source: [URL with {{current_year}} technology data]_
_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]_
+_Source: [URL]_
## 4. Regulatory Framework and Compliance Requirements
### Current Regulatory Landscape
-[Regulatory analysis from step-03 with {{current_year}} updates]
+[Regulatory analysis from step-03 with current 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]_
+_Recent Changes: [current regulatory updates and implications]_
+_Source: [URL]_
### Risk and Compliance Considerations
@@ -199,17 +199,17 @@ _Source: [URL with {{current_year}} regulatory data]_
_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]_
+_Source: [URL]_
## 5. Competitive Landscape and Ecosystem Analysis
### Market Positioning and Key Players
-[Competitive analysis with {{current_year}} market positioning]
+[Competitive analysis with current 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]_
+_Source: [URL]_
### Ecosystem and Partnership Landscape
@@ -217,7 +217,7 @@ _Source: [URL with {{current_year}} competitive data]_
_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]_
+_Source: [URL]_
## 6. Strategic Insights and Domain Opportunities
@@ -227,7 +227,7 @@ _Source: [URL with {{current_year}} ecosystem data]_
_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]_
+_Source: [URL]_
### Strategic Opportunities
@@ -235,7 +235,7 @@ _Source: [URL with {{current_year}} strategic analysis data]_
_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]_
+_Source: [URL]_
## 7. Implementation Considerations and Risk Assessment
@@ -245,7 +245,7 @@ _Source: [URL with {{current_year}} opportunity data]_
_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]_
+_Source: [URL]_
### Risk Management and Mitigation
@@ -253,7 +253,7 @@ _Source: [URL with {{current_year}} implementation data]_
_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]_
+_Source: [URL]_
## 8. Future Outlook and Strategic Planning
@@ -263,7 +263,7 @@ _Source: [URL with {{current_year}} risk management data]_
_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]_
+_Source: [URL]_
### Strategic Recommendations
@@ -271,7 +271,7 @@ _Source: [URL with {{current_year}} future outlook data]_
_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]_
+_Source: [URL]_
## 9. Research Methodology and Source Verification
@@ -281,7 +281,6 @@ _Source: [URL with {{current_year}} strategic planning data]_
_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
@@ -327,9 +326,9 @@ _Professional Networks: [Industry communities and knowledge sources]_
---
**Research Completion Date:** {{date}}
-**Research Period:** {{current_year}} comprehensive analysis
+**Research Period:** Comprehensive analysis
**Document Length:** As needed for comprehensive coverage
-**Source Verification:** All facts cited with {{current_year}} sources
+**Source Verification:** All facts cited with 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._
@@ -348,7 +347,7 @@ _This comprehensive research document serves as an authoritative reference on {{
- **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
+- **Complete Source Citations**: Every factual claim verified with sources
**Research Completeness:**
@@ -364,7 +363,7 @@ _This comprehensive research document serves as an authoritative reference on {{
- 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
+- Proper citations throughout
**Ready to complete this comprehensive research document?**
[C] Complete Research - Save final comprehensive document
@@ -389,7 +388,7 @@ When user selects 'C', append the complete comprehensive research document using
✅ 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
+✅ Complete source verification with citations
✅ Professional document structure and compelling narrative
✅ [C] complete option presented and handled correctly
✅ Domain research workflow completed with comprehensive document
@@ -401,7 +400,7 @@ When user selects 'C', append the complete comprehensive research document using
❌ 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
+❌ Relying solely on training data without web verification for current facts
❌ Producing document without professional structure
❌ Not presenting completion option for final document
@@ -438,6 +437,6 @@ 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
+- Maintains highest research quality standards
-Congratulations on completing comprehensive domain research with professional documentation! 🎉
+Congratulations on completing comprehensive domain research! 🎉
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-01-init.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-01-init.md
index 6feb3ff3..c1bf6262 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-01-init.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-01-init.md
@@ -44,8 +44,8 @@ Start with research confirmation:
- **Research Topic**: {{research_topic}}
- **Research Goals**: {{research_goals}}
-- **Research Type**: Market Research using current {{current_year}} data
-- **Approach**: Comprehensive market analysis with rigorous source verification
+- **Research Type**: Market Research
+- **Approach**: Comprehensive market analysis with source verification
**Market Research Areas We'll Cover:**
@@ -83,7 +83,6 @@ Write initial research scope to document:
**Topic**: {{research_topic}}
**Goals**: {{research_goals}}
**Research Type**: Market Research
-**Data Currency**: {{current_year}} with rigorous source verification
**Date**: {{date}}
### Research Scope
@@ -97,7 +96,7 @@ Write initial research scope to document:
**Research Methodology:**
-- Current {{current_year}} web data with source verification
+- Current web data with source verification
- Multiple independent sources for critical claims
- Confidence level assessment for uncertain data
- Comprehensive coverage with no critical gaps
@@ -123,7 +122,7 @@ Show initial scope document and present continue option:
- Research topic and goals confirmed
- Market analysis focus areas defined
-- Research methodology with {{current_year}} data verification
+- Research methodology verification
- Clear workflow progression
**Document Status:** Initial scope written to research file for your review
@@ -177,6 +176,6 @@ This step ensures:
## NEXT STEP:
-After user confirmation and scope finalization, load `./step-02-customer-insights.md` to begin detailed market research with customer insights analysis using {{current_year}} data and rigorous source verification.
+After user confirmation and scope finalization, load `./step-02-customer-insights.md` to begin detailed market research with customer insights analysis.
Remember: Init steps confirm understanding and scope, not generate research content!
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-behavior.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-behavior.md
index 4bc6e905..098873b0 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-behavior.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-behavior.md
@@ -3,10 +3,10 @@
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
-- ✅ ALWAYS use {{current_year}} web searches for current customer data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER BEHAVIOR ANALYST, not content generator
- 💬 FOCUS on customer behavior patterns and demographic analysis
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
@@ -31,7 +31,7 @@
## YOUR TASK:
-Conduct customer behavior and segment analysis using current {{current_year}} web data with emphasis on patterns and demographics.
+Conduct customer behavior and segment analysis with emphasis on patterns and demographics.
## CUSTOMER BEHAVIOR ANALYSIS SEQUENCE:
@@ -40,7 +40,7 @@ Conduct customer behavior and segment analysis using current {{current_year}} we
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer behavior areas simultaneously and thoroughly.
Start with customer behavior research approach:
-"Now I'll conduct **customer behavior analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer patterns.
+"Now I'll conduct **customer behavior analysis** for **{{research_topic}}** to understand customer patterns.
**Customer Behavior Focus:**
@@ -56,10 +56,10 @@ Start with customer behavior research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} customer behavior patterns {{current_year}}"`
-`WebSearch: "{{research_topic}} customer demographics {{current_year}}"`
-`WebSearch: "{{research_topic}} psychographic profiles {{current_year}}"`
-`WebSearch: "{{research_topic}} customer behavior drivers {{current_year}}"`
+Search the web: "{{research_topic}} customer behavior patterns"
+Search the web: "{{research_topic}} customer demographics"
+Search the web: "{{research_topic}} psychographic profiles"
+Search the web: "{{research_topic}} customer behavior drivers"
**Analysis approach:**
@@ -108,7 +108,7 @@ When saving to document, append these Level 2 and Level 3 sections:
_Behavior Drivers: [Key motivations and patterns from web search]_
_Interaction Preferences: [Customer engagement and interaction patterns]_
_Decision Habits: [How customers typically make decisions]_
-_Source: [URL with {{current_year}} customer behavior data]_
+_Source: [URL]_
### Demographic Segmentation
@@ -117,7 +117,7 @@ _Age Demographics: [Age groups and preferences]_
_Income Levels: [Income segments and purchasing behavior]_
_Geographic Distribution: [Regional/city differences]_
_Education Levels: [Education impact on behavior]_
-_Source: [URL with {{current_year}} demographic data]_
+_Source: [URL]_
### Psychographic Profiles
@@ -126,7 +126,7 @@ _Values and Beliefs: [Core values driving customer behavior]_
_Lifestyle Preferences: [Lifestyle choices and behaviors]_
_Attitudes and Opinions: [Customer attitudes toward products/services]_
_Personality Traits: [Personality influences on behavior]_
-_Source: [URL with {{current_year}} psychographic data]_
+_Source: [URL]_
### Customer Segment Profiles
@@ -134,7 +134,7 @@ _Source: [URL with {{current_year}} psychographic data]_
_Segment 1: [Detailed profile including demographics, psychographics, behavior]_
_Segment 2: [Detailed profile including demographics, psychographics, behavior]_
_Segment 3: [Detailed profile including demographics, psychographics, behavior]_
-_Source: [URL with {{current_year}} segment data]_
+_Source: [URL]_
### Behavior Drivers and Influences
@@ -143,7 +143,7 @@ _Emotional Drivers: [Emotional factors influencing behavior]_
_Rational Drivers: [Logical decision factors]_
_Social Influences: [Social and peer influences]_
_Economic Influences: [Economic factors affecting behavior]_
-_Source: [URL with {{current_year}} behavior drivers data]_
+_Source: [URL]_
### Customer Interaction Patterns
@@ -152,14 +152,14 @@ _Research and Discovery: [How customers find and research options]_
_Purchase Decision Process: [Steps in purchase decision making]_
_Post-Purchase Behavior: [After-purchase engagement patterns]_
_Loyalty and Retention: [Factors driving customer loyalty]_
-_Source: [URL with {{current_year}} interaction data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **customer behavior analysis** using current {{current_year}} data to understand customer patterns for {{research_topic}}.
+"I've completed **customer behavior analysis** for customer patterns for {{research_topic}}.
**Key Customer Behavior Findings:**
@@ -186,7 +186,7 @@ Content is already written to document when generated in step 4. No additional a
## SUCCESS METRICS:
-✅ Customer behavior patterns identified with current {{current_year}} citations
+✅ Customer behavior patterns identified with current citations
✅ Demographic segmentation thoroughly analyzed
✅ Psychographic profiles clearly documented
✅ Customer interaction patterns captured
@@ -198,7 +198,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in customer web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical customer behavior patterns
❌ Incomplete demographic segmentation analysis
❌ Missing psychographic profile documentation
@@ -215,7 +216,7 @@ Content is already written to document when generated in step 4. No additional a
- Use demographic data from authoritative sources
- Research psychographic profiling and value systems
- Analyze customer interaction and engagement patterns
-- Focus on current {{current_year}} behavior data and trends
+- Focus on current behavior data and trends
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -232,4 +233,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-customer-pain-points.md` to analyze customer pain points, challenges, and unmet needs for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} customer data with rigorous source verification!
+Remember: Always write research content to document immediately and emphasize current customer data with rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-insights.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-insights.md
index 293af809..74af20e6 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-insights.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-02-customer-insights.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current customer data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER INSIGHTS ANALYST, not content generator
- 💬 FOCUS on customer behavior and needs analysis
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS:
@@ -28,7 +28,7 @@
## YOUR TASK:
-Conduct comprehensive customer insights analysis using current {{current_year}} web data with emphasis on behavior patterns and needs.
+Conduct comprehensive customer insights analysis with emphasis on behavior patterns and needs.
## CUSTOMER INSIGHTS SEQUENCE:
@@ -37,7 +37,7 @@ Conduct comprehensive customer insights analysis using current {{current_year}}
**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.
+"Now I'll conduct **customer insights analysis** to understand customer behavior and needs.
**Customer Insights Focus:**
@@ -54,9 +54,9 @@ Start with customer research approach:
**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}}"`
+Search the web: "[product/service/market] customer behavior patterns"
+Search the web: "[product/service/market] customer pain points challenges"
+Search the web: "[product/service/market] customer decision process"
**Analysis approach:**
@@ -99,43 +99,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### Customer Behavior Patterns
[Customer behavior analysis with source citations]
-_Source: [URL with {{current_year}} customer data]_
+_Source: [URL]_
### Pain Points and Challenges
[Pain points analysis with source citations]
-_Source: [URL with {{current_year}} customer challenges data]_
+_Source: [URL]_
### Decision-Making Processes
[Decision-making analysis with source citations]
-_Source: [URL with {{current_year}} decision process data]_
+_Source: [URL]_
### Customer Journey Mapping
[Customer journey analysis with source citations]
-_Source: [URL with {{current_year}} customer journey data]_
+_Source: [URL]_
### Customer Satisfaction Drivers
[Satisfaction drivers analysis with source citations]
-_Source: [URL with {{current_year}} satisfaction data]_
+_Source: [URL]_
### Demographic Profiles
[Demographic profiles analysis with source citations]
-_Source: [URL with {{current_year}} demographic data]_
+_Source: [URL]_
### Psychographic Profiles
[Psychographic profiles analysis with source citations]
-_Source: [URL with {{current_year}} psychographic data]_
+_Source: [URL]_
```
### 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.
+"I've completed the **customer insights analysis** for customer behavior and needs.
**Key Customer Findings:**
@@ -162,7 +162,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS:
-✅ Customer behavior patterns identified with current {{current_year}} citations
+✅ Customer behavior patterns identified with current citations
✅ Pain points and challenges clearly documented
✅ Decision-making processes thoroughly analyzed
✅ Customer journey insights captured and mapped
@@ -172,7 +172,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES:
-❌ Not using {{current_year}} in customer web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical customer behavior patterns
❌ Not identifying key pain points and challenges
❌ Incomplete customer journey mapping
@@ -195,4 +196,4 @@ When user selects 'C', append the content directly to the research document usin
After user selects 'C' and content is saved to document, load `./step-03-competitive-analysis.md` to focus on competitive landscape analysis.
-Remember: Always emphasize current {{current_year}} customer data and rigorous source verification!
+Remember: Always emphasize current customer data and rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-03-customer-pain-points.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-03-customer-pain-points.md
index 898c6254..058205dc 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-03-customer-pain-points.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-03-customer-pain-points.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current customer data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER NEEDS ANALYST, not content generator
- 💬 FOCUS on customer pain points, challenges, and unmet needs
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -32,7 +32,7 @@
## YOUR TASK:
-Conduct customer pain points and needs analysis using current {{current_year}} web data with emphasis on challenges and frustrations.
+Conduct customer pain points and needs analysis with emphasis on challenges and frustrations.
## CUSTOMER PAIN POINTS ANALYSIS SEQUENCE:
@@ -41,7 +41,7 @@ Conduct customer pain points and needs analysis using current {{current_year}} w
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer pain point areas simultaneously and thoroughly.
Start with customer pain points research approach:
-"Now I'll conduct **customer pain points analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer challenges.
+"Now I'll conduct **customer pain points analysis** for **{{research_topic}}** to understand customer challenges.
**Customer Pain Points Focus:**
@@ -57,10 +57,10 @@ Start with customer pain points research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} customer pain points challenges {{current_year}}"`
-`WebSearch: "{{research_topic}} customer frustrations {{current_year}}"`
-`WebSearch: "{{research_topic}} unmet customer needs {{current_year}}"`
-`WebSearch: "{{research_topic}} customer barriers to adoption {{current_year}}"`
+Search the web: "{{research_topic}} customer pain points challenges"
+Search the web: "{{research_topic}} customer frustrations"
+Search the web: "{{research_topic}} unmet customer needs"
+Search the web: "{{research_topic}} customer barriers to adoption"
**Analysis approach:**
@@ -109,7 +109,7 @@ _Primary Frustrations: [Major customer frustrations identified]_
_Usage Barriers: [Barriers preventing effective usage]_
_Service Pain Points: [Customer service and support issues]_
_Frequency Analysis: [How often these challenges occur]_
-_Source: [URL with {{current_year}} customer challenges data]_
+_Source: [URL]_
### Unmet Customer Needs
@@ -118,7 +118,7 @@ _Critical Unmet Needs: [Most important unaddressed needs]_
_Solution Gaps: [Opportunities to address unmet needs]_
_Market Gaps: [Market opportunities from unmet needs]_
_Priority Analysis: [Which needs are most critical]_
-_Source: [URL with {{current_year}} unmet needs data]_
+_Source: [URL]_
### Barriers to Adoption
@@ -127,7 +127,7 @@ _Price Barriers: [Cost-related barriers to adoption]_
_Technical Barriers: [Complexity or technical barriers]_
_Trust Barriers: [Trust and credibility issues]_
_Convenience Barriers: [Ease of use or accessibility issues]_
-_Source: [URL with {{current_year}} adoption barriers data]_
+_Source: [URL]_
### Service and Support Pain Points
@@ -136,7 +136,7 @@ _Customer Service Issues: [Common customer service problems]_
_Support Gaps: [Areas where customer support is lacking]_
_Communication Issues: [Communication breakdowns and frustrations]_
_Response Time Issues: [Slow response and resolution problems]_
-_Source: [URL with {{current_year}} service pain points data]_
+_Source: [URL]_
### Customer Satisfaction Gaps
@@ -145,7 +145,7 @@ _Expectation Gaps: [Differences between expectations and reality]_
_Quality Gaps: [Areas where quality expectations aren't met]_
_Value Perception Gaps: [Perceived value vs actual value]_
_Trust and Credibility Gaps: [Trust issues affecting satisfaction]_
-_Source: [URL with {{current_year}} satisfaction gap data]_
+_Source: [URL]_
### Emotional Impact Assessment
@@ -154,7 +154,7 @@ _Frustration Levels: [Customer frustration severity assessment]_
_Loyalty Risks: [How pain points affect customer loyalty]_
_Reputation Impact: [Impact on brand or product reputation]_
_Customer Retention Risks: [Risk of customer loss from pain points]_
-_Source: [URL with {{current_year}} emotional impact data]_
+_Source: [URL]_
### Pain Point Prioritization
@@ -163,14 +163,14 @@ _High Priority Pain Points: [Most critical pain points to address]_
_Medium Priority Pain Points: [Important but less critical pain points]_
_Low Priority Pain Points: [Minor pain points with lower impact]_
_Opportunity Mapping: [Pain points with highest solution opportunity]_
-_Source: [URL with {{current_year}} prioritization data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **customer pain points analysis** using current {{current_year}} data to understand customer challenges for {{research_topic}}.
+"I've completed **customer pain points analysis** for customer challenges for {{research_topic}}.
**Key Pain Points Findings:**
@@ -209,7 +209,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in customer web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical customer challenges or frustrations
❌ Not identifying unmet needs or solution gaps
❌ Incomplete adoption barriers analysis
@@ -227,7 +228,7 @@ Content is already written to document when generated in step 4. No additional a
- Use customer feedback and complaint data
- Analyze customer support and service issues
- Study barriers to customer adoption
-- Focus on current {{current_year}} pain point data
+- Focus on current pain point data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -244,4 +245,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-customer-decisions.md` to analyze customer decision processes, journey mapping, and decision factors for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} customer pain points data with rigorous source verification!
+Remember: Always write research content to document immediately and emphasize current customer pain points data with rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-04-customer-decisions.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-04-customer-decisions.md
index 910995be..d2f7cedd 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-04-customer-decisions.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-04-customer-decisions.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current customer data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER DECISION ANALYST, not content generator
- 💬 FOCUS on customer decision processes and journey mapping
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -32,7 +32,7 @@
## YOUR TASK:
-Conduct customer decision processes and journey analysis using current {{current_year}} web data with emphasis on decision factors and journey mapping.
+Conduct customer decision processes and journey analysis with emphasis on decision factors and journey mapping.
## CUSTOMER DECISIONS ANALYSIS SEQUENCE:
@@ -41,7 +41,7 @@ Conduct customer decision processes and journey analysis using current {{current
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer decision areas simultaneously and thoroughly.
Start with customer decisions research approach:
-"Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** using current {{current_year}} web data to understand customer decision-making.
+"Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** to understand customer decision-making.
**Customer Decisions Focus:**
@@ -57,10 +57,10 @@ Start with customer decisions research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} customer decision process {{current_year}}"`
-`WebSearch: "{{research_topic}} buying criteria factors {{current_year}}"`
-`WebSearch: "{{research_topic}} customer journey mapping {{current_year}}"`
-`WebSearch: "{{research_topic}} decision influencing factors {{current_year}}"`
+Search the web: "{{research_topic}} customer decision process"
+Search the web: "{{research_topic}} buying criteria factors"
+Search the web: "{{research_topic}} customer journey mapping"
+Search the web: "{{research_topic}} decision influencing factors"
**Analysis approach:**
@@ -109,7 +109,7 @@ _Decision Stages: [Key stages in customer decision making]_
_Decision Timelines: [Timeframes for different decisions]_
_Complexity Levels: [Decision complexity assessment]_
_Evaluation Methods: [How customers evaluate options]_
-_Source: [URL with {{current_year}} decision process data]_
+_Source: [URL]_
### Decision Factors and Criteria
@@ -118,7 +118,7 @@ _Primary Decision Factors: [Most important factors in decisions]_
_Secondary Decision Factors: [Supporting factors influencing decisions]_
_Weighing Analysis: [How different factors are weighed]_
_Evoluton Patterns: [How factors change over time]_
-_Source: [URL with {{current_year}} decision factors data]_
+_Source: [URL]_
### Customer Journey Mapping
@@ -128,7 +128,7 @@ _Consideration Stage: [Evaluation and comparison process]_
_Decision Stage: [Final decision-making process]_
_Purchase Stage: [Purchase execution and completion]_
_Post-Purchase Stage: [Post-decision evaluation and behavior]_
-_Source: [URL with {{current_year}} journey mapping data]_
+_Source: [URL]_
### Touchpoint Analysis
@@ -137,7 +137,7 @@ _Digital Touchpoints: [Online and digital interaction points]_
_Offline Touchpoints: [Physical and in-person interaction points]_
_Information Sources: [Where customers get information]_
_Influence Channels: [What influences customer decisions]_
-_Source: [URL with {{current_year}} touchpoint data]_
+_Source: [URL]_
### Information Gathering Patterns
@@ -146,7 +146,7 @@ _Research Methods: [How customers research options]_
_Information Sources Trusted: [Most trusted information sources]_
_Research Duration: [Time spent gathering information]_
_Evaluation Criteria: [How customers evaluate information]_
-_Source: [URL with {{current_year}} information gathering data]_
+_Source: [URL]_
### Decision Influencers
@@ -155,7 +155,7 @@ _Peer Influence: [How friends and family influence decisions]_
_Expert Influence: [How expert opinions affect decisions]_
_Media Influence: [How media and marketing affect decisions]_
_Social Proof Influence: [How reviews and testimonials affect decisions]_
-_Source: [URL with {{current_year}} decision influencer data]_
+_Source: [URL]_
### Purchase Decision Factors
@@ -164,7 +164,7 @@ _Immediate Purchase Drivers: [Factors triggering immediate purchase]_
_Delayed Purchase Drivers: [Factors causing purchase delays]_
_Brand Loyalty Factors: [Factors driving repeat purchases]_
_Price Sensitivity: [How price affects purchase decisions]_
-_Source: [URL with {{current_year}} purchase decision data]_
+_Source: [URL]_
### Customer Decision Optimizations
@@ -173,14 +173,14 @@ _Friction Reduction: [Ways to make decisions easier]_
_Trust Building: [Building customer trust in decisions]_
_Conversion Optimization: [Optimizing decision-to-purchase rates]_
_Loyalty Building: [Building long-term customer relationships]_
-_Source: [URL with {{current_year}} decision optimization data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **customer decision processes analysis** using current {{current_year}} data to understand customer decision-making for {{research_topic}}.
+"I've completed **customer decision processes analysis** for customer decision-making for {{research_topic}}.
**Key Decision Findings:**
@@ -219,7 +219,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in customer web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical decision-making process stages
❌ Not identifying key decision factors
❌ Incomplete customer journey mapping
@@ -237,7 +238,7 @@ Content is already written to document when generated in step 4. No additional a
- Use customer journey mapping methodologies
- Analyze buying criteria and decision factors
- Study decision influence and touchpoint analysis
-- Focus on current {{current_year}} decision data
+- Focus on current decision data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -254,4 +255,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-05-competitive-analysis.md` to analyze competitive landscape, market positioning, and competitive strategies for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} customer decision data with rigorous source verification!
+Remember: Always write research content to document immediately and emphasize current customer decision data with rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-05-competitive-analysis.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-05-competitive-analysis.md
index 4a8ff90c..285be4ec 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-05-competitive-analysis.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-05-competitive-analysis.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current competitive data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
- 💬 FOCUS on competitive landscape and market positioning
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS:
@@ -28,14 +28,14 @@
## YOUR TASK:
-Conduct comprehensive competitive analysis using current {{current_year}} web data with emphasis on market positioning.
+Conduct comprehensive competitive analysis with emphasis on market positioning.
## COMPETITIVE ANALYSIS SEQUENCE:
### 1. Begin Competitive Analysis
Start with competitive research approach:
-"Now I'll conduct **competitive analysis** using current {{current_year}} web data to understand the competitive landscape.
+"Now I'll conduct **competitive analysis** to understand the competitive landscape.
**Competitive Analysis Focus:**
@@ -61,43 +61,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### Key Market Players
[Key players analysis with market share data]
-_Source: [URL with {{current_year}} market share data]_
+_Source: [URL]_
### Market Share Analysis
[Market share analysis with source citations]
-_Source: [URL with {{current_year}} market share data]_
+_Source: [URL]_
### Competitive Positioning
[Positioning analysis with source citations]
-_Source: [URL with {{current_year}} positioning data]_
+_Source: [URL]_
### Strengths and Weaknesses
[SWOT analysis with source citations]
-_Source: [URL with {{current_year}} competitor analysis]_
+_Source: [URL]_
### Market Differentiation
[Differentiation analysis with source citations]
-_Source: [URL with {{current_year}} differentiation data]_
+_Source: [URL]_
### Competitive Threats
[Threats analysis with source citations]
-_Source: [URL with {{current_year}} threat assessment]_
+_Source: [URL]_
### Opportunities
[Competitive opportunities analysis with source citations]
-_Source: [URL with {{current_year}} opportunity data]_
+_Source: [URL]_
```
### 3. Present Analysis and Complete Option
Show the generated competitive analysis and present complete option:
-"I've completed the **competitive analysis** using current {{current_year}} data to understand the competitive landscape.
+"I've completed the **competitive analysis** for the competitive landscape.
**Key Competitive Findings:**
@@ -124,7 +124,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS:
-✅ Key market players identified with {{current_year}} data
+✅ Key market players identified
✅ Market share analysis completed with source verification
✅ Competitive positioning strategies clearly mapped
✅ Strengths and weaknesses thoroughly analyzed
@@ -135,7 +135,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES:
-❌ Not using {{current_year}} in competitive web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing key market players or market share data
❌ Incomplete competitive positioning analysis
❌ Not identifying market differentiation opportunities
@@ -172,4 +173,4 @@ Market research workflow complete. User may:
- Conduct additional competitive research on specific companies
- Combine market research with other research types for comprehensive insights
-Congratulations on completing comprehensive market research with current {{current_year}} data! 🎉
+Congratulations on completing comprehensive market research ! 🎉
diff --git a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-06-research-completion.md b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-06-research-completion.md
index 14be3495..53b03f77 100644
--- a/src/modules/bmm/workflows/1-analysis/research/market-steps/step-06-research-completion.md
+++ b/src/modules/bmm/workflows/1-analysis/research/market-steps/step-06-research-completion.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current market data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A MARKET RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on strategic recommendations and actionable insights
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS:
@@ -38,7 +38,7 @@ Produce a comprehensive, authoritative market research document on **{{research_
### 1. Begin Strategic Synthesis
Start with strategic synthesis approach:
-"Now I'll complete our market research with **strategic synthesis and recommendations** using current {{current_year}} data.
+"Now I'll complete our market research with **strategic synthesis and recommendations** .
**Strategic Synthesis Focus:**
@@ -53,7 +53,7 @@ Start with strategic synthesis approach:
### 2. Web Search for Market Entry Strategies
Search for current market strategies:
-`WebSearch: "market entry strategies best practices {{current_year}}"`
+Search the web: "market entry strategies best practices"
**Strategy focus:**
@@ -65,7 +65,7 @@ Search for current market strategies:
### 3. Web Search for Risk Assessment
Search for current risk approaches:
-`WebSearch: "market research risk assessment frameworks {{current_year}}"`
+Search the web: "market research risk assessment frameworks"
**Risk focus:**
@@ -105,10 +105,10 @@ Prepare comprehensive market research document with full structure:
### 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]_
+**Compelling market narrative about why {{research_topic}} research is critical now**
+_Market Importance: [Strategic market significance with up-to-date context]_
_Business Impact: [Business implications of market research]_
-_Source: [URL with {{current_year}} market significance data]_
+_Source: [URL]_
### Market Research Methodology
@@ -117,7 +117,7 @@ _Source: [URL with {{current_year}} market significance data]_
- **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]
+- **Time Period**: [current focus and market evolution context]
- **Geographic Coverage**: [Regional/global market scope]
### Market Research Goals and Objectives
@@ -134,12 +134,12 @@ _Source: [URL with {{current_year}} market significance data]_
### Market Size and Growth Projections
-[Comprehensive market analysis with {{current_year}} data]
+_[Comprehensive market analysis]_
_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]_
+_Source: [URL]_
### Market Trends and Dynamics
@@ -147,7 +147,7 @@ _Source: [URL with {{current_year}} market size data]_
_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]_
+_Source: [URL]_
### Pricing and Business Model Analysis
@@ -155,17 +155,17 @@ _Source: [URL with {{current_year}} market trends data]_
_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]_
+_Source: [URL]_
## 3. Customer Insights and Behavior Analysis
### Customer Behavior Patterns
-[Customer insights analysis with {{current_year}} context]
+[Customer insights analysis with current 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]_
+_Source: [URL]_
### Customer Pain Points and Needs
@@ -173,7 +173,7 @@ _Source: [URL with {{current_year}} customer behavior data]_
_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]_
+_Source: [URL]_
### Customer Segmentation and Targeting
@@ -181,7 +181,7 @@ _Source: [URL with {{current_year}} customer insights data]_
_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]_
+_Source: [URL]_
## 4. Competitive Landscape and Positioning
@@ -191,7 +191,7 @@ _Source: [URL with {{current_year}} segmentation data]_
_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]_
+_Source: [URL]_
### Market Positioning Strategies
@@ -199,7 +199,7 @@ _Source: [URL with {{current_year}} competitive data]_
_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]_
+_Source: [URL]_
## 5. Strategic Market Recommendations
@@ -209,7 +209,7 @@ _Source: [URL with {{current_year}} positioning data]_
_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]_
+_Source: [URL]_
### Strategic Recommendations
@@ -217,7 +217,7 @@ _Source: [URL with {{current_year}} market opportunity data]_
_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]_
+_Source: [URL]_
## 6. Market Entry and Growth Strategies
@@ -227,7 +227,7 @@ _Source: [URL with {{current_year}} strategic data]_
_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]_
+_Source: [URL]_
### Growth and Scaling Strategy
@@ -235,7 +235,7 @@ _Source: [URL with {{current_year}} market entry data]_
_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]_
+_Source: [URL]_
## 7. Risk Assessment and Mitigation
@@ -245,7 +245,7 @@ _Source: [URL with {{current_year}} growth strategy data]_
_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]_
+_Source: [URL]_
### Mitigation Strategies
@@ -253,7 +253,7 @@ _Source: [URL with {{current_year}} risk assessment data]_
_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]_
+_Source: [URL]_
## 8. Implementation Roadmap and Success Metrics
@@ -263,7 +263,7 @@ _Source: [URL with {{current_year}} mitigation data]_
_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]_
+_Source: [URL]_
### Success Metrics and KPIs
@@ -271,7 +271,7 @@ _Source: [URL with {{current_year}} implementation data]_
_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]_
+_Source: [URL]_
## 9. Future Market Outlook and Opportunities
@@ -281,7 +281,7 @@ _Source: [URL with {{current_year}} metrics data]_
_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]_
+_Source: [URL]_
### Strategic Opportunities
@@ -289,7 +289,7 @@ _Source: [URL with {{current_year}} future trends data]_
_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]_
+_Source: [URL]_
## 10. Market Research Methodology and Source Verification
@@ -299,7 +299,6 @@ _Source: [URL with {{current_year}} opportunity data]_
_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
@@ -344,9 +343,9 @@ _Market Analysis Tools: [Tools and resources for ongoing market analysis]_
---
**Market Research Completion Date:** {{date}}
-**Research Period:** {{current_year}} comprehensive market analysis
+**Research Period:** current comprehensive market analysis
**Document Length:** As needed for comprehensive market coverage
-**Source Verification:** All market facts cited with {{current_year}} sources
+**Source Verification:** All market facts cited with current 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._
@@ -365,7 +364,7 @@ _This comprehensive market research document serves as an authoritative market r
- **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
+- **Complete Market Source Citations**: Every market claim verified with current sources
**Market Research Completeness:**
@@ -380,7 +379,7 @@ _This comprehensive market research document serves as an authoritative market r
- 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
+- current market data throughout with proper citations
**Ready to complete this comprehensive market research document?**
[C] Complete Research - Save final comprehensive market research document
@@ -404,7 +403,7 @@ When user selects 'C', append the content directly to the research document usin
✅ 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
+✅ Complete market source verification with current citations
✅ Professional market document structure and compelling narrative
✅ [C] complete option presented and handled correctly
✅ Market research workflow completed with comprehensive document
@@ -416,7 +415,7 @@ When user selects 'C', append the content directly to the research document usin
❌ 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
+❌ Relying solely on training data without web verification for current facts
❌ Producing market document without professional structure
❌ Not presenting completion option for final market document
@@ -461,7 +460,7 @@ 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
+- Maintains highest market research quality standards with current verification
## NEXT STEPS:
diff --git a/src/modules/bmm/workflows/1-analysis/research/research.template.md b/src/modules/bmm/workflows/1-analysis/research/research.template.md
index 53f653f0..131ef715 100644
--- a/src/modules/bmm/workflows/1-analysis/research/research.template.md
+++ b/src/modules/bmm/workflows/1-analysis/research/research.template.md
@@ -3,7 +3,6 @@
**Date:** {{date}}
**Author:** {{user_name}}
**Research Type:** {{research_type}}
-**Data Currency:** {{current_year}}
---
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-01-init.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-01-init.md
index 63f96ea9..9d178841 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-01-init.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-01-init.md
@@ -25,7 +25,7 @@
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
- **Research goals = "{{research_goals}}"** - captured from initial discussion
- Focus on technical architecture and implementation research
-- Web search capabilities with {{current_year}} data are enabled
+- Web search is required to verify and supplement your knowledge with current facts
## YOUR TASK:
@@ -48,7 +48,7 @@ Start with technical scope understanding:
**Research Approach:**
-- Current {{current_year}} web data with rigorous source verification
+- Current web data with rigorous source verification
- Multi-source validation for critical technical claims
- Confidence levels for uncertain technical information
- Comprehensive technical coverage with architecture-specific insights
@@ -66,7 +66,7 @@ For **{{research_topic}}**, I will research:
✅ **Integration Patterns** - APIs, protocols, interoperability
✅ **Performance Considerations** - scalability, optimization, patterns
-**All using current {{current_year}} web data with source verification.**
+**All claims verified against current public sources.**
**Does this technical research scope and approach align with your goals?**
[C] Continue - Begin technical research with this scope
@@ -99,7 +99,7 @@ When user selects 'C', append scope confirmation:
**Research Methodology:**
-- Current {{current_year}} web data with rigorous source verification
+- Current web data with rigorous source verification
- Multi-source validation for critical technical claims
- Confidence level framework for uncertain information
- Comprehensive technical coverage with architecture-specific insights
@@ -111,7 +111,7 @@ When user selects 'C', append scope confirmation:
✅ Technical research scope clearly confirmed with user
✅ All technical analysis areas identified and explained
-✅ Research methodology with {{current_year}} data emphasized
+✅ Research methodology emphasized
✅ [C] continue option presented and handled correctly
✅ Scope confirmation documented when user proceeds
✅ Proper routing to next technical research step
@@ -120,7 +120,7 @@ When user selects 'C', append scope confirmation:
❌ Not clearly confirming technical research scope with user
❌ Missing critical technical analysis areas
-❌ Not emphasizing {{current_year}} web data requirement
+❌ Not explaining that web search is required for current facts
❌ Not presenting [C] continue option
❌ Proceeding without user scope confirmation
❌ Not routing to next technical research step
@@ -131,6 +131,6 @@ When user selects 'C', append scope confirmation:
## NEXT STEP:
-After user selects 'C', load `./step-02-technology-stack.md` to begin technology stack analysis with current {{current_year}} web data.
+After user selects 'C', load `./step-02-technology-stack.md` to begin technology stack analysis.
Remember: This is SCOPE CONFIRMATION ONLY - no actual technical research yet, just confirming the research approach and scope!
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-02-technical-overview.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-02-technical-overview.md
index a420fa55..93537939 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-02-technical-overview.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-02-technical-overview.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current technology data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A TECHNOLOGY STACK ANALYST, not content generator
- 💬 FOCUS on languages, frameworks, tools, and platforms
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,7 +31,7 @@
## YOUR TASK:
-Conduct technology stack analysis focusing on languages, frameworks, tools, and platforms using current {{current_year}} web data with rigorous source verification.
+Conduct technology stack analysis focusing on languages, frameworks, tools, and platforms. Search the web to verify and supplement current facts.
## TECHNOLOGY STACK ANALYSIS SEQUENCE:
@@ -40,7 +40,7 @@ Conduct technology stack analysis focusing on languages, frameworks, tools, and
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different technology stack areas simultaneously and thoroughly.
Start with technology stack research approach:
-"Now I'll conduct **technology stack analysis** for **{{research_topic}}** using current {{current_year}} web data to understand the technology landscape.
+"Now I'll conduct **technology stack analysis** for **{{research_topic}}** to understand the technology landscape.
**Technology Stack Focus:**
@@ -56,10 +56,10 @@ Start with technology stack research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} programming languages frameworks {{current_year}}"`
-`WebSearch: "{{research_topic}} development tools platforms {{current_year}}"`
-`WebSearch: "{{research_topic}} database storage technologies {{current_year}}"`
-`WebSearch: "{{research_topic}} cloud infrastructure platforms {{current_year}}"`
+Search the web: "{{research_topic}} programming languages frameworks"
+Search the web: "{{research_topic}} development tools platforms"
+Search the web: "{{research_topic}} database storage technologies"
+Search the web: "{{research_topic}} cloud infrastructure platforms"
**Analysis approach:**
@@ -108,7 +108,7 @@ _Popular Languages: [Most widely used languages for {{research_topic}}]_
_Emerging Languages: [Growing languages gaining adoption]_
_Language Evolution: [How language preferences are changing]_
_Performance Characteristics: [Language performance and suitability]_
-_Source: [URL with {{current_year}} language data]_
+_Source: [URL]_
### Development Frameworks and Libraries
@@ -117,7 +117,7 @@ _Major Frameworks: [Dominant frameworks and their use cases]_
_Micro-frameworks: [Lightweight options and specialized libraries]_
_Evolution Trends: [How frameworks are evolving and changing]_
_Ecosystem Maturity: [Library availability and community support]_
-_Source: [URL with {{current_year}} framework data]_
+_Source: [URL]_
### Database and Storage Technologies
@@ -126,7 +126,7 @@ _Relational Databases: [Traditional SQL databases and their evolution]_
_NoSQL Databases: [Document, key-value, graph, and other NoSQL options]_
_In-Memory Databases: [Redis, Memcached, and performance-focused solutions]_
_Data Warehousing: [Analytics and big data storage solutions]_
-_Source: [URL with {{current_year}} database data]_
+_Source: [URL]_
### Development Tools and Platforms
@@ -135,7 +135,7 @@ _IDE and Editors: [Development environments and their evolution]_
_Version Control: [Git and related development tools]_
_Build Systems: [Compilation, packaging, and automation tools]_
_Testing Frameworks: [Unit testing, integration testing, and QA tools]_
-_Source: [URL with {{current_year}} tools data]_
+_Source: [URL]_
### Cloud Infrastructure and Deployment
@@ -144,7 +144,7 @@ _Major Cloud Providers: [AWS, Azure, GCP and their services]_
_Container Technologies: [Docker, Kubernetes, and orchestration]_
_Serverless Platforms: [FaaS and event-driven computing]_
_CDN and Edge Computing: [Content delivery and distributed computing]_
-_Source: [URL with {{current_year}} cloud data]_
+_Source: [URL]_
### Technology Adoption Trends
@@ -153,14 +153,14 @@ _Migration Patterns: [How technology choices are evolving]_
_Emerging Technologies: [New technologies gaining traction]_
_Legacy Technology: [Older technologies being phased out]_
_Community Trends: [Developer preferences and open-source adoption]_
-_Source: [URL with {{current_year}} adoption data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **technology stack analysis** using current {{current_year}} data to understand the technology landscape for {{research_topic}}.
+"I've completed **technology stack analysis** for the technology landscape for {{research_topic}}.
**Key Technology Stack Findings:**
@@ -199,7 +199,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in technology web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical programming languages or frameworks
❌ Incomplete database and storage technology analysis
❌ Not identifying development tools and platforms
@@ -217,7 +218,7 @@ Content is already written to document when generated in step 4. No additional a
- Use technology documentation and best practices guides
- Analyze open-source projects and their technology choices
- Study technology adoption patterns and migration trends
-- Focus on current {{current_year}} technology data
+- Focus on current technology data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -234,4 +235,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-03-integration-patterns.md` to analyze APIs, communication protocols, and system interoperability for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} technology data with rigorous source verification!
+Remember: Always write research content to document immediately and emphasize current technology data with rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-03-integration-patterns.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-03-integration-patterns.md
index 78f89f5d..a30ba510 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-03-integration-patterns.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-03-integration-patterns.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current integration data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN INTEGRATION ANALYST, not content generator
- 💬 FOCUS on APIs, protocols, and system interoperability
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,7 +31,7 @@
## YOUR TASK:
-Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability using current {{current_year}} web data with rigorous source verification.
+Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability. Search the web to verify and supplement current facts.
## INTEGRATION PATTERNS ANALYSIS SEQUENCE:
@@ -40,7 +40,7 @@ Conduct integration patterns analysis focusing on APIs, communication protocols,
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different integration areas simultaneously and thoroughly.
Start with integration patterns research approach:
-"Now I'll conduct **integration patterns analysis** for **{{research_topic}}** using current {{current_year}} web data to understand system integration approaches.
+"Now I'll conduct **integration patterns analysis** for **{{research_topic}}** to understand system integration approaches.
**Integration Patterns Focus:**
@@ -56,10 +56,10 @@ Start with integration patterns research approach:
**Execute multiple web searches simultaneously:**
-`WebSearch: "{{research_topic}} API design patterns protocols {{current_year}}"`
-`WebSearch: "{{research_topic}} communication protocols data formats {{current_year}}"`
-`WebSearch: "{{research_topic}} system interoperability integration {{current_year}}"`
-`WebSearch: "{{research_topic}} microservices integration patterns {{current_year}}"`
+Search the web: "{{research_topic}} API design patterns protocols"
+Search the web: "{{research_topic}} communication protocols data formats"
+Search the web: "{{research_topic}} system interoperability integration"
+Search the web: "{{research_topic}} microservices integration patterns"
**Analysis approach:**
@@ -108,7 +108,7 @@ _RESTful APIs: [REST principles and best practices for {{research_topic}}]_
_GraphQL APIs: [GraphQL adoption and implementation patterns]_
_RPC and gRPC: [High-performance API communication patterns]_
_Webhook Patterns: [Event-driven API integration approaches]_
-_Source: [URL with {{current_year}} API design data]_
+_Source: [URL]_
### Communication Protocols
@@ -117,7 +117,7 @@ _HTTP/HTTPS Protocols: [Web-based communication patterns and evolution]_
_WebSocket Protocols: [Real-time communication and persistent connections]_
_Message Queue Protocols: [AMQP, MQTT, and messaging patterns]_
_grpc and Protocol Buffers: [High-performance binary communication protocols]_
-_Source: [URL with {{current_year}} communication protocols data]_
+_Source: [URL]_
### Data Formats and Standards
@@ -126,7 +126,7 @@ _JSON and XML: [Structured data exchange formats and their evolution]_
_Protobuf and MessagePack: [Efficient binary serialization formats]_
_CSV and Flat Files: [Legacy data integration and bulk transfer patterns]_
_Custom Data Formats: [Domain-specific data exchange standards]_
-_Source: [URL with {{current_year}} data formats data]_
+_Source: [URL]_
### System Interoperability Approaches
@@ -135,7 +135,7 @@ _Point-to-Point Integration: [Direct system-to-system communication patterns]_
_API Gateway Patterns: [Centralized API management and routing]_
_Service Mesh: [Service-to-service communication and observability]_
_Enterprise Service Bus: [Traditional enterprise integration patterns]_
-_Source: [URL with {{current_year}} interoperability data]_
+_Source: [URL]_
### Microservices Integration Patterns
@@ -144,7 +144,7 @@ _API Gateway Pattern: [External API management and routing]_
_Service Discovery: [Dynamic service registration and discovery]_
_Circuit Breaker Pattern: [Fault tolerance and resilience patterns]_
_Saga Pattern: [Distributed transaction management]_
-_Source: [URL with {{current_year}} microservices data]_
+_Source: [URL]_
### Event-Driven Integration
@@ -153,7 +153,7 @@ _Publish-Subscribe Patterns: [Event broadcasting and subscription models]_
_Event Sourcing: [Event-based state management and persistence]_
_Message Broker Patterns: [RabbitMQ, Kafka, and message routing]_
_CQRS Patterns: [Command Query Responsibility Segregation]_
-_Source: [URL with {{current_year}} event-driven data]_
+_Source: [URL]_
### Integration Security Patterns
@@ -162,14 +162,14 @@ _OAuth 2.0 and JWT: [API authentication and authorization patterns]_
_API Key Management: [Secure API access and key rotation]_
_Mutual TLS: [Certificate-based service authentication]_
_Data Encryption: [Secure data transmission and storage]_
-_Source: [URL with {{current_year}} integration security data]_
+_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
-"I've completed **integration patterns analysis** using current {{current_year}} data to understand system integration approaches for {{research_topic}}.
+"I've completed **integration patterns analysis** for system integration approaches for {{research_topic}}.
**Key Integration Patterns Findings:**
@@ -208,7 +208,8 @@ Content is already written to document when generated in step 4. No additional a
## FAILURE MODES:
-❌ Not using {{current_year}} in integration web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical API design patterns or protocols
❌ Incomplete communication protocols analysis
❌ Not identifying system interoperability approaches
@@ -226,7 +227,7 @@ Content is already written to document when generated in step 4. No additional a
- Use communication protocol specifications and standards
- Analyze integration platform and middleware solutions
- Study microservices architecture patterns and case studies
-- Focus on current {{current_year}} integration data
+- Focus on current integration data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
@@ -243,4 +244,4 @@ Content is already written to document when generated in step 4. No additional a
After user selects 'C', load `./step-04-architectural-patterns.md` to analyze architectural patterns, design decisions, and system structures for {{research_topic}}.
-Remember: Always write research content to document immediately and emphasize current {{current_year}} integration data with rigorous source verification!
+Remember: Always write research content to document immediately and emphasize current integration data with rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-04-architectural-patterns.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-04-architectural-patterns.md
index ae1ff674..5c11d904 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-04-architectural-patterns.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-04-architectural-patterns.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current architectural data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A SYSTEMS ARCHITECT, not content generator
- 💬 FOCUS on architectural patterns and design decisions
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
## EXECUTION PROTOCOLS:
@@ -31,14 +31,14 @@
## YOUR TASK:
-Conduct comprehensive architectural patterns analysis using current {{current_year}} web data with emphasis on design decisions and implementation approaches for {{research_topic}}.
+Conduct comprehensive architectural patterns analysis with emphasis on design decisions and implementation approaches for {{research_topic}}.
## ARCHITECTURAL PATTERNS SEQUENCE:
### 1. Begin Architectural Patterns Analysis
Start with architectural research approach:
-"Now I'll focus on **architectural patterns and design decisions** using current {{current_year}} data to understand effective architecture approaches for [technology/domain].
+"Now I'll focus on **architectural patterns and design decisions** for effective architecture approaches for [technology/domain].
**Architectural Patterns Focus:**
@@ -53,7 +53,7 @@ Start with architectural research approach:
### 2. Web Search for System Architecture Patterns
Search for current architecture patterns:
-`WebSearch: "system architecture patterns best practices {{current_year}}"`
+Search the web: "system architecture patterns best practices"
**Architecture focus:**
@@ -65,7 +65,7 @@ Search for current architecture patterns:
### 3. Web Search for Design Principles
Search for current design principles:
-`WebSearch: "software design principles patterns {{current_year}}"`
+Search the web: "software design principles patterns"
**Design focus:**
@@ -77,7 +77,7 @@ Search for current design principles:
### 4. Web Search for Scalability Patterns
Search for current scalability approaches:
-`WebSearch: "scalability architecture patterns {{current_year}}"`
+Search the web: "scalability architecture patterns"
**Scalability focus:**
@@ -100,43 +100,43 @@ When saving to document, append these Level 2 and Level 3 sections:
### System Architecture Patterns
[System architecture patterns analysis with source citations]
-_Source: [URL with {{current_year}} architecture data]_
+_Source: [URL]_
### Design Principles and Best Practices
[Design principles analysis with source citations]
-_Source: [URL with {{current_year}} design data]_
+_Source: [URL]_
### Scalability and Performance Patterns
[Scalability patterns analysis with source citations]
-_Source: [URL with {{current_year}} scalability data]_
+_Source: [URL]_
### Integration and Communication Patterns
[Integration patterns analysis with source citations]
-_Source: [URL with {{current_year}} integration data]_
+_Source: [URL]_
### Security Architecture Patterns
[Security patterns analysis with source citations]
-_Source: [URL with {{current_year}} security data]_
+_Source: [URL]_
### Data Architecture Patterns
[Data architecture analysis with source citations]
-_Source: [URL with {{current_year}} data architecture data]_
+_Source: [URL]_
### Deployment and Operations Architecture
[Deployment architecture analysis with source citations]
-_Source: [URL with {{current_year}} deployment data]_
+_Source: [URL]_
```
### 6. Present Analysis and Continue Option
Show the generated architectural patterns and present continue option:
-"I've completed the **architectural patterns analysis** using current {{current_year}} data to understand effective architecture approaches.
+"I've completed the **architectural patterns analysis** for effective architecture approaches.
**Key Architectural Findings:**
@@ -163,7 +163,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS:
-✅ System architecture patterns identified with current {{current_year}} citations
+✅ System architecture patterns identified with current citations
✅ Design principles clearly documented and analyzed
✅ Scalability and performance patterns thoroughly mapped
✅ Integration and communication patterns captured
@@ -174,7 +174,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES:
-❌ Not using {{current_year}} in architectural web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical system architecture patterns
❌ Not analyzing design trade-offs and considerations
❌ Incomplete scalability or performance patterns analysis
@@ -197,4 +198,4 @@ When user selects 'C', append the content directly to the research document usin
After user selects 'C' and content is saved to document, load `./step-04-implementation-research.md` to focus on implementation approaches and technology adoption.
-Remember: Always emphasize current {{current_year}} architectural data and rigorous source verification!
+Remember: Always emphasize current architectural data and rigorous source verification!
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-05-implementation-research.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-05-implementation-research.md
index 3fc52e03..0424d98d 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-05-implementation-research.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-05-implementation-research.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current implementation data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator
- 💬 FOCUS on implementation approaches and technology adoption
-- 🔍 WEB RESEARCH REQUIRED - Use {{current_year}} data and verify sources
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
## EXECUTION PROTOCOLS:
@@ -28,14 +28,14 @@
## YOUR TASK:
-Conduct comprehensive implementation research using current {{current_year}} web data with emphasis on practical implementation approaches and technology adoption.
+Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
## IMPLEMENTATION RESEARCH SEQUENCE:
### 1. Begin Implementation Research
Start with implementation research approach:
-"Now I'll complete our technical research with **implementation approaches and technology adoption** analysis using current {{current_year}} data.
+"Now I'll complete our technical research with **implementation approaches and technology adoption** analysis .
**Implementation Research Focus:**
@@ -50,7 +50,7 @@ Start with implementation research approach:
### 2. Web Search for Technology Adoption
Search for current adoption strategies:
-`WebSearch: "technology adoption strategies migration {{current_year}}"`
+Search the web: "technology adoption strategies migration"
**Adoption focus:**
@@ -62,7 +62,7 @@ Search for current adoption strategies:
### 3. Web Search for Development Workflows
Search for current development practices:
-`WebSearch: "software development workflows tooling {{current_year}}"`
+Search the web: "software development workflows tooling"
**Workflow focus:**
@@ -74,7 +74,7 @@ Search for current development practices:
### 4. Web Search for Operational Excellence
Search for current operational practices:
-`WebSearch: "DevOps operations best practices {{current_year}}"`
+Search the web: "DevOps operations best practices"
**Operations focus:**
@@ -97,37 +97,37 @@ When saving to document, append these Level 2 and Level 3 sections:
### Technology Adoption Strategies
[Technology adoption analysis with source citations]
-_Source: [URL with {{current_year}} adoption data]_
+_Source: [URL]_
### Development Workflows and Tooling
[Development workflows analysis with source citations]
-_Source: [URL with {{current_year}} development data]_
+_Source: [URL]_
### Testing and Quality Assurance
[Testing approaches analysis with source citations]
-_Source: [URL with {{current_year}} testing data]_
+_Source: [URL]_
### Deployment and Operations Practices
[Deployment practices analysis with source citations]
-_Source: [URL with {{current_year}} deployment data]_
+_Source: [URL]_
### Team Organization and Skills
[Team organization analysis with source citations]
-_Source: [URL with {{current_year}} team data]_
+_Source: [URL]_
### Cost Optimization and Resource Management
[Cost optimization analysis with source citations]
-_Source: [URL with {{current_year}} optimization data]_
+_Source: [URL]_
### Risk Assessment and Mitigation
[Risk mitigation analysis with source citations]
-_Source: [URL with {{current_year}} risk data]_
+_Source: [URL]_
## Technical Research Recommendations
@@ -151,7 +151,7 @@ _Source: [URL with {{current_year}} risk data]_
### 6. Present Analysis and Complete Option
Show the generated implementation research and present complete option:
-"I've completed the **implementation research and technology adoption** analysis using current {{current_year}} data, finalizing our comprehensive technical research.
+"I've completed the **implementation research and technology adoption** analysis, finalizing our comprehensive technical research.
**Implementation Highlights:**
@@ -185,7 +185,7 @@ When user selects 'C', append the content directly to the research document usin
## SUCCESS METRICS:
-✅ Technology adoption strategies identified with current {{current_year}} citations
+✅ Technology adoption strategies identified with current citations
✅ Development workflows and tooling thoroughly analyzed
✅ Testing and deployment practices clearly documented
✅ Team organization and skill requirements mapped
@@ -196,7 +196,8 @@ When user selects 'C', append the content directly to the research document usin
## FAILURE MODES:
-❌ Not using {{current_year}} in implementation web searches
+❌ Relying solely on training data without web verification for current facts
+
❌ Missing critical technology adoption strategies
❌ Not providing practical implementation guidance
❌ Incomplete development workflows or operational practices analysis
@@ -234,4 +235,4 @@ Technical research workflow complete. User may:
- Combine technical research with other research types for comprehensive insights
- Move forward with implementation based on technical insights
-Congratulations on completing comprehensive technical research with current {{current_year}} data! 🎉
+Congratulations on completing comprehensive technical research ! 🎉
diff --git a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-06-research-synthesis.md b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-06-research-synthesis.md
index 67cd1ac6..819e5c9f 100644
--- a/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-06-research-synthesis.md
+++ b/src/modules/bmm/workflows/1-analysis/research/technical-steps/step-06-research-synthesis.md
@@ -6,10 +6,10 @@
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
-- ✅ ALWAYS use {{current_year}} web searches for current technical data
+- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 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
+- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
## EXECUTION PROTOCOLS:
@@ -74,7 +74,7 @@ Produce a comprehensive, authoritative technical research document on **{{resear
- Set authoritative, technical expert tone
**Web Search for Technical Introduction Context:**
-`WebSearch: "{{research_topic}} technical significance importance {{current_year}}"`
+Search the web: "{{research_topic}} technical significance importance"
### 3. Synthesize All Technical Research Sections
@@ -95,7 +95,7 @@ Produce a comprehensive, authoritative technical research document on **{{resear
## 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]
+[2-3 paragraph compelling summary of the most critical technical findings and strategic implications for {{research_topic}} based on comprehensive current technical research]
**Key Technical Findings:**
@@ -127,10 +127,10 @@ Produce a comprehensive, authoritative technical research document on **{{resear
### 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]_
+[Compelling technical narrative about why {{research_topic}} research is critical in current]
+_Technical Importance: [Strategic technical significance with current context]_
_Business Impact: [Business implications of technical research]_
-_Source: [URL with {{current_year}} technical significance data]_
+_Source: [URL]_
### Technical Research Methodology
@@ -139,7 +139,7 @@ _Source: [URL with {{current_year}} technical significance data]_
- **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]
+- **Time Period**: [current focus and technical evolution context]
- **Technical Depth**: [Level of technical detail and analysis]
### Technical Research Goals and Objectives
@@ -156,11 +156,11 @@ _Source: [URL with {{current_year}} technical significance data]_
### Current Technical Architecture Patterns
-[Comprehensive architectural analysis synthesized from step-03 with {{current_year}} context]
+[Comprehensive architectural analysis synthesized from step-03 with current 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]_
+_Source: [URL]_
### System Design Principles and Best Practices
@@ -168,18 +168,18 @@ _Source: [URL with {{current_year}} architectural data]_
_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]_
+_Source: [URL]_
## 3. Implementation Approaches and Best Practices
### Current Implementation Methodologies
-[Implementation analysis from step-04 with {{current_year}} context]
+[Implementation analysis from step-04 with current 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]_
+_Source: [URL]_
### Implementation Framework and Tooling
@@ -187,18 +187,18 @@ _Source: [URL with {{current_year}} implementation data]_
_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]_
+_Source: [URL]_
## 4. Technology Stack Evolution and Current Trends
### Current Technology Stack Landscape
-[Technology stack analysis from step-02 with {{current_year}} updates]
+[Technology stack analysis from step-02 with current 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]_
+_Source: [URL]_
### Technology Adoption Patterns
@@ -206,17 +206,17 @@ _Source: [URL with {{current_year}} technology stack data]_
_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]_
+_Source: [URL]_
## 5. Integration and Interoperability Patterns
### Current Integration Approaches
-[Integration patterns analysis with {{current_year}} context]
+[Integration patterns analysis with current 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]_
+_Source: [URL]_
### Interoperability Standards and Protocols
@@ -224,7 +224,7 @@ _Source: [URL with {{current_year}} integration data]_
_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]_
+_Source: [URL]_
## 6. Performance and Scalability Analysis
@@ -234,7 +234,7 @@ _Source: [URL with {{current_year}} interoperability data]_
_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]_
+_Source: [URL]_
### Scalability Patterns and Approaches
@@ -242,17 +242,17 @@ _Source: [URL with {{current_year}} performance data]_
_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]_
+_Source: [URL]_
## 7. Security and Compliance Considerations
### Security Best Practices and Frameworks
-[Security analysis with {{current_year}} context]
+[Security analysis with current 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]_
+_Source: [URL]_
### Compliance and Regulatory Considerations
@@ -260,7 +260,7 @@ _Source: [URL with {{current_year}} security data]_
_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]_
+_Source: [URL]_
## 8. Strategic Technical Recommendations
@@ -270,7 +270,7 @@ _Source: [URL with {{current_year}} compliance data]_
_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]_
+_Source: [URL]_
### Competitive Technical Advantage
@@ -278,7 +278,7 @@ _Source: [URL with {{current_year}} technical strategy data]_
_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]_
+_Source: [URL]_
## 9. Implementation Roadmap and Risk Assessment
@@ -288,7 +288,7 @@ _Source: [URL with {{current_year}} competitive analysis data]_
_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]_
+_Source: [URL]_
### Technical Risk Management
@@ -296,7 +296,7 @@ _Source: [URL with {{current_year}} implementation planning data]_
_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]_
+_Source: [URL]_
## 10. Future Technical Outlook and Innovation Opportunities
@@ -306,7 +306,7 @@ _Source: [URL with {{current_year}} technical risk data]_
_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]_
+_Source: [URL]_
### Innovation and Research Opportunities
@@ -314,7 +314,7 @@ _Source: [URL with {{current_year}} future trends data]_
_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]_
+_Source: [URL]_
## 11. Technical Research Methodology and Source Verification
@@ -324,7 +324,6 @@ _Source: [URL with {{current_year}} innovation data]_
_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
@@ -370,9 +369,9 @@ _Technical Communities: [Professional networks and technical communities]_
---
**Technical Research Completion Date:** {{date}}
-**Research Period:** {{current_year}} comprehensive technical analysis
+**Research Period:** current comprehensive technical analysis
**Document Length:** As needed for comprehensive technical coverage
-**Source Verification:** All technical facts cited with {{current_year}} sources
+**Source Verification:** All technical facts cited with current 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._
@@ -391,7 +390,7 @@ _This comprehensive technical research document serves as an authoritative techn
- **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
+- **Complete Technical Source Citations**: Every technical claim verified with current sources
**Technical Research Completeness:**
@@ -407,7 +406,7 @@ _This comprehensive technical research document serves as an authoritative techn
- 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
+- current technical data throughout with proper citations
**Ready to complete this comprehensive technical research document?**
[C] Complete Research - Save final comprehensive technical document
@@ -432,7 +431,7 @@ When user selects 'C', append the complete comprehensive technical research docu
✅ 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
+✅ Complete technical source verification with current citations
✅ Professional technical document structure and compelling narrative
✅ [C] complete option presented and handled correctly
✅ Technical research workflow completed with comprehensive document
@@ -444,7 +443,7 @@ When user selects 'C', append the complete comprehensive technical research docu
❌ 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
+❌ Relying solely on training data without web verification for current facts
❌ Producing technical document without professional structure
❌ Not presenting completion option for final technical document
@@ -481,6 +480,6 @@ 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
+- Maintains highest technical research quality standards with current verification
Congratulations on completing comprehensive technical research with professional documentation! 🎉
diff --git a/src/modules/bmm/workflows/1-analysis/research/workflow.md b/src/modules/bmm/workflows/1-analysis/research/workflow.md
index cbbacfd9..3441b90c 100644
--- a/src/modules/bmm/workflows/1-analysis/research/workflow.md
+++ b/src/modules/bmm/workflows/1-analysis/research/workflow.md
@@ -11,7 +11,7 @@ web_bundle: true
**Document Standards:**
- **Comprehensive Coverage**: Exhaustive research with no critical gaps
-- **Source Verification**: Every factual claim cited with URLs from {{current_year}}
+- **Source Verification**: Every factual claim backed by web sources with URL citations
- **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
@@ -46,7 +46,7 @@ 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
+- `date` as a system-generated value
- `enable_web_research = true` (web research is default behavior)
### Paths
@@ -57,11 +57,17 @@ Load config from `{project-root}/{bmad_folder}/bmm/config.yaml` and resolve:
---
+## PREREQUISITE
+
+**⛔ Web search required.** If unavailable, abort and tell the user.
+
+---
+
## RESEARCH BEHAVIOR
### Web Research Standards
-- **Current Data Only**: Always use {{current_year}} in web searches
+- **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
- **Source Verification**: Require citations for all factual claims
- **Anti-Hallucination Protocol**: Never present information without verified sources
- **Multiple Sources**: Require at least 2 independent sources for critical claims
@@ -88,7 +94,7 @@ Execute research type discovery and routing:
**Research Standards:**
- **Anti-Hallucination Protocol**: Never present information without verified sources
-- **Current Data Only**: Always use {{current_year}} in web searches
+- **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
- **Source Citation**: Always include URLs for factual claims from web searches
- **Multiple Sources**: Require 2+ independent sources for critical claims
- **Conflict Resolution**: Present conflicting views and note discrepancies
@@ -96,7 +102,7 @@ Execute research type discovery and routing:
### Collaborative Research Discovery
-"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.
+"Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with rigorous source verification, while you bring the domain expertise and research direction.
**Let me help you clarify what you'd like to research.**
@@ -190,10 +196,9 @@ research_topic: '{{research_topic}}'
research_goals: '{{research_goals}}'
user_name: '{{user_name}}'
date: '{{date}}'
-current_year: '{{current_year}}'
web_research_enabled: true
source_verification: true
---
```
-**Note:** All research workflows emphasize current web data with {{current_year}} searches and rigorous source verification.
+**Note:** All research workflows require web search for current data and source verification.
diff --git a/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-03-starter.md b/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-03-starter.md
index f778e612..5fdca68c 100644
--- a/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-03-starter.md
+++ b/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-03-starter.md
@@ -6,7 +6,7 @@
- ✅ ALWAYS treat this as collaborative discovery between architectural peers
- 📋 YOU ARE A FACILITATOR, not a content generator
- 💬 FOCUS on evaluating starter template options with current versions
-- 🌐 ALWAYS verify current versions using WebSearch - NEVER trust hardcoded versions
+- 🌐 ALWAYS search the web to verify current versions - NEVER trust hardcoded versions
- ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete architecture
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
@@ -14,7 +14,7 @@
## EXECUTION PROTOCOLS:
- 🎯 Show your analysis before taking any action
-- 🌐 Use WebSearch to verify current versions and options
+- 🌐 Search the web to verify current versions and options
- ⚠️ Present A/P/C menu after generating starter template analysis
- 💾 ONLY save when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
@@ -118,12 +118,12 @@ If UX specification was loaded, consider UX requirements when selecting starter:
### 3. Research Current Starter Options
-Use WebSearch to find current, maintained starter templates:
+Search the web to find current, maintained starter templates:
```
-WebSearch: {{primary_technology}} starter template CLI create command latest
-WebSearch: {{primary_technology}} boilerplate generator latest options
-WebSearch: {{primary_technology}} production-ready starter best practices
+Search the web: "{{primary_technology}} starter template CLI create command latest"
+Search the web: "{{primary_technology}} boilerplate generator latest options"
+Search the web: "{{primary_technology}} production-ready starter best practices"
```
### 4. Investigate Top Starter Options
@@ -131,10 +131,10 @@ WebSearch: {{primary_technology}} production-ready starter best practices
For each promising starter found, investigate details:
```
-WebSearch: {{starter_name}} default setup technologies included latest
-WebSearch: {{starter_name}} project structure file organization
-WebSearch: {{starter_name}} production deployment capabilities
-WebSearch: {{starter_name}} recent updates maintenance status
+Search the web: "{{starter_name}} default setup technologies included latest"
+Search the web: "{{starter_name}} project structure file organization"
+Search the web: "{{starter_name}} production deployment capabilities"
+Search the web: "{{starter_name}} recent updates maintenance status"
```
### 5. Analyze What Each Starter Provides
@@ -200,8 +200,8 @@ This is a great starting point that follows best practices and saves us from mak
If user shows interest in a starter, get the exact current commands:
```
-WebSearch: {{starter_name}} CLI command options flags latest
-WebSearch: {{starter_name}} create new project command examples
+Search the web: "{{starter_name}} CLI command options flags latest"
+Search the web: "{{starter_name}} create new project command examples"
```
### 8. Generate Starter Template Content
@@ -304,7 +304,7 @@ When user selects 'C', append the content directly to the document using the str
✅ Primary technology domain correctly identified from project context
✅ Current, maintained starter templates researched and evaluated
-✅ All versions verified using WebSearch, not hardcoded
+✅ All versions verified using web search, not hardcoded
✅ Architectural implications of starter choice clearly documented
✅ User provided with clear rationale for starter selection
✅ A/P/C menu presented and handled correctly
@@ -312,7 +312,7 @@ When user selects 'C', append the content directly to the document using the str
## FAILURE MODES:
-❌ Not verifying current versions with WebSearch
+❌ Not verifying current versions with web search
❌ Ignoring UX requirements when evaluating starters
❌ Not documenting what architectural decisions the starter makes
❌ Failing to consider maintenance status of starter templates
diff --git a/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-04-decisions.md b/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-04-decisions.md
index cdcaad30..9b445169 100644
--- a/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-04-decisions.md
+++ b/src/modules/bmm/workflows/3-solutioning/architecture/steps/step-04-decisions.md
@@ -9,13 +9,13 @@
- ✅ ALWAYS treat this as collaborative discovery between architectural peers
- 📋 YOU ARE A FACILITATOR, not a content generator
- 💬 FOCUS on making critical architectural decisions collaboratively
-- 🌐 ALWAYS verify current technology versions using WebSearch
+- 🌐 ALWAYS search the web to verify current technology versions
- ⚠️ ABSOLUTELY NO TIME ESTIMATES - AI development speed has fundamentally changed
## EXECUTION PROTOCOLS:
- 🎯 Show your analysis before taking any action
-- 🌐 Use WebSearch to verify technology versions and options
+- 🌐 Search the web to verify technology versions and options
- ⚠️ Present A/P/C menu after each major decision category
- 💾 ONLY save when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
@@ -163,9 +163,9 @@ What feels right to you?"
If decision involves specific technology:
```
-WebSearch: {{technology}} latest stable version
-WebSearch: {{technology}} current LTS version
-WebSearch: {{technology}} production readiness
+Search the web: "{{technology}} latest stable version"
+Search the web: "{{technology}} current LTS version"
+Search the web: "{{technology}} production readiness"
```
**Get User Input:**
@@ -290,7 +290,7 @@ When user selects 'C', append the content directly to the document using the str
## SUCCESS METRICS:
✅ All critical architectural decisions made collaboratively
-✅ Technology versions verified using WebSearch
+✅ Technology versions verified using web search
✅ Decision rationale clearly documented
✅ Cascading implications identified and addressed
✅ User provided appropriate level of explanation for skill level
@@ -300,7 +300,7 @@ When user selects 'C', append the content directly to the document using the str
## FAILURE MODES:
❌ Making recommendations instead of facilitating decisions
-❌ Not verifying technology versions with WebSearch
+❌ Not verifying technology versions with web search
❌ Missing cascading implications between decisions
❌ Not adapting explanations to user skill level
❌ Forgetting to document decisions made by starter template