Meta-Analysis: Pattern/Anti-Pattern Identification
Purpose: Identify recurring patterns (good practices) and anti-patterns (bad practices) across 10 projects (9 client implementations + ai-dev-kit source)
Analysis Date: 2025-12-17
Status: COMPLETE
Version: 1.0.0
Part of: E6:S06:T06 – Cross-project meta-analysis and canonical framework design
Data Sources:
- 10 project analysis reports (9 client implementations + ai-dev-kit source)
- 7 meta-analysis documents (pattern frequency, convergence/divergence, canonical vs legacy, 4 structure-specific)
- 4 granular structure analyses (task-level Kanban, docs/documentation, workflows, cursorrules)
Executive Summary
This document identifies patterns (recurring good practices) and anti-patterns (recurring bad practices) across all analyzed projects, including the ai-dev-kit source repository. Each pattern/anti-pattern includes frequency data, impact assessment, root cause analysis, prevention strategies, and examples.
Key Findings:
- Perfect Patterns: 2 (KB directory naming 100%, E/S/T hierarchy 100%)
- Strong Patterns: 3 (task naming 60%, story checklists 90%, document frontmatter 90%)
- Critical Anti-Patterns: 3 (Epic mashup 30%, Epic 9 mismatch in source, missing cursorrules in source)
- Root Causes: Epic 9 mismatch in ai-dev-kit source is root cause of Epic mashup
1. Patterns (Recurring Good Practices)
1.1 Perfect KB Directory Naming Pattern
Pattern: Use docs/ (uppercase, abbreviation) as root directory for knowledge base
Frequency: 100% (10/10 projects)
Impact: HIGH - Perfect convergence
Status: ✅ CANONICAL PATTERN
Description:
- All projects use
docs/as root directory for knowledge base - Perfect convergence across all analyzed projects
- Universal pattern, no exceptions
Why It's a Pattern:
- Perfect convergence (100% adoption)
- Universal pattern
- Clear and concise
- Easy to identify knowledge base
Examples:
- ai-dev-kit source:
docs/ - been-there:
docs/ - dev-toolkit:
docs/ - agentic-ide-rules:
docs/ - confidentia:
docs/ - (all 10 projects)
Prevention Strategy:
- Promote
docs/as canonical pattern - Make
docs/part of installation - Document
docs/as standard
Reference Implementation: ai-dev-kit source uses docs/ directory naming
1.2 Perfect E/S/T Hierarchy Pattern
Pattern: Use Epic → Story → Task hierarchy for Kanban organization
Frequency: 100% (10/10 projects)
Impact: HIGH - Perfect convergence
Status: ✅ CANONICAL PATTERN
Description:
- All projects use Epic → Story → Task hierarchy
- Consistent nesting:
epics/Epic-\{N\}/Story-{NNN}/Task-{YYY}.md - Clear parent-child relationships
Why It's a Pattern:
- Perfect convergence (100% adoption)
- Provides clear organizational structure
- Enables hierarchical navigation
- Supports automated tooling
Examples:
- ai-dev-kit source:
docs/project-management/kanban/epics/Epic-\{N\}/Story-{NNN}/ - been-there:
docs/project-management/kanban/epics/Epic-\{N\}/Story-{NNN}/ - dev-toolkit:
docs/project-management/kanban/epics/Epic-\{N\}/Story-{NNN}/ - (all 10 projects)
Prevention Strategy:
- Promote E/S/T hierarchy as canonical pattern
- Make E/S/T hierarchy part of installation
- Document E/S/T hierarchy as standard
Reference Implementation: ai-dev-kit source demonstrates perfect E/S/T hierarchy
1.3 Full-Context Task Naming Pattern
Pattern: Use E\{epic\}:S\{story\}:T\{task\} format for task naming
Frequency: 60% (6/10 projects)
Impact: HIGH - Excellent traceability
Status: ✅ STRONG PATTERN
Description:
- Projects use full-context task naming (
E1:S01:T01,E6:S06:T01) - Provides full context without needing to navigate to parent documents
- Enables easy cross-referencing and traceability
Why It's a Pattern:
- Strong convergence (60% adoption)
- Provides excellent traceability
- Makes task identification unambiguous
- Supports automated tooling
Examples:
- been-there:
E1:S01:T01format consistently - dev-toolkit:
E6:S06:T01format - agentic-ide-rules:
E1:S01:T01format - confidentia:
E1:S01:T01format
Prevention Strategy:
- Promote full-context task naming as canonical pattern
- Make full-context naming part of installation
- Document full-context naming as standard
- Provide templates with full-context naming
Reference Implementation: ai-dev-kit source uses full-context task naming consistently
1.4 Story Checklist Pattern
Pattern: Use story checklists in Epic documents for progress tracking
Frequency: 90% (9/10 projects)
Impact: HIGH - Excellent progress tracking
Status: ✅ STRONG PATTERN
Description:
- Projects use story checklists in Epic documents
- Checklists include version markers for completed stories
- Clear status tracking (TODO, IN PROGRESS, COMPLETE)
Why It's a Pattern:
- Strong convergence (90% adoption)
- Provides quick overview of story progress
- Enables version tracking
- Makes epic-level progress visible
Examples:
- been-there: Story checklists in Epic documents with version markers
- dev-toolkit: Story checklists with status tracking
- agentic-ide-rules: Story checklists with completion markers
- ai-dev-kit source: Story checklists consistently
Prevention Strategy:
- Promote story checklist pattern as canonical
- Make story checklists part of installation
- Document story checklist pattern as standard
- Provide templates with story checklists
Reference Implementation: ai-dev-kit source uses story checklists consistently
1.5 Document Frontmatter Pattern
Pattern: Use YAML frontmatter with lifecycle metadata in documents
Frequency: 90% (9/10 projects)
Impact: HIGH - Essential for metadata-driven management
Status: ✅ STRONG PATTERN
Description:
- Projects use YAML frontmatter in documents
- Frontmatter includes lifecycle metadata (
lifecycle,ttl_days,created_at,expires_at,housekeeping_policy) - Enables automated document lifecycle management
Why It's a Pattern:
- Strong convergence (90% adoption)
- Enables metadata-driven document management
- Supports automated lifecycle management
- Provides document classification
Examples:
- ai-dev-kit source: Frontmatter with lifecycle metadata
- been-there: Frontmatter with lifecycle metadata
- dev-toolkit: Frontmatter with lifecycle metadata
- (9/10 projects)
Prevention Strategy:
- Promote document frontmatter as canonical pattern
- Make frontmatter part of installation
- Document frontmatter pattern as standard
- Provide templates with frontmatter
Reference Implementation: ai-dev-kit source uses frontmatter consistently
1.6 Config-Driven Customization Pattern
Pattern: Use rw-config.yaml for workflow configuration instead of hardcoded paths
Frequency: 30% (3/10 projects)
Impact: HIGH - Best practice
Status: ✅ EMERGING PATTERN
Description:
- Projects use
rw-config.yamlfor workflow configuration - Config file defines version file, changelog paths, scripts path
- No hardcoded paths in
.cursorrules
Why It's a Pattern:
- Best practice (30% adoption, but recommended)
- Provides flexibility and maintainability
- Reduces hardcoded paths
- Enables easy customization
Examples:
- agentic-ide-rules: Uses
rw-config.yamlfor workflow configuration - dev-toolkit: Uses config-driven approach
- confidentia: Uses config-driven approach
Prevention Strategy:
- Promote config-driven approach as canonical pattern
- Make config part of installation
- Document config benefits
- Provide migration guide from hardcoded paths
Gap: ai-dev-kit source has example config but not active config in project root
1.7 Agent-Driven Workflow Execution Pattern
Pattern: Use agent-driven execution (ANALYZE → DETERMINE → EXECUTE → VALIDATE → PROCEED)
Frequency: 56% (5/9 projects with workflows)
Impact: HIGH - User visibility and control
Status: ✅ MODERATE PATTERN
Description:
- Projects use agent-driven execution for workflows
- Cursor TODO tracking for progress visibility
- User approval at each step
Why It's a Pattern:
- Moderate convergence (56% adoption)
- Provides user visibility and control
- Enables intelligent execution
- Supports progress tracking
Examples:
- Projects with agent-driven execution use Cursor TODOs
- User approval at each workflow step
- Progress tracking throughout workflow
Prevention Strategy:
- Promote agent-driven execution as canonical pattern
- Document benefits
- Provide examples
- Make agent-driven execution part of installation
1.8 Perfect 5-Pillar KB Structure Pattern
Pattern: Use 5-pillar KB structure (Architecture, Changelog, PM, Guides, Documentation)
Frequency: 40% (4/10 projects)
Impact: HIGH - Excellent organization
Status: ✅ REFERENCE PATTERN
Description:
- Projects use 5-pillar KB structure
- Clear separation of concerns
- Standardized organization
Why It's a Pattern:
- Reference implementation (40% adoption, but ai-dev-kit source demonstrates perfect implementation)
- Clear separation of concerns
- Standardized organization
- Easy navigation
Examples:
- ai-dev-kit source: Perfect 5-pillar structure (Architecture, Changelog, PM, Guides, Documentation)
- been-there: 5-pillar structure
- dev-toolkit: 5-pillar structure
Prevention Strategy:
- Promote 5-pillar structure as canonical pattern
- Make 5-pillar structure part of installation
- Document 5-pillar structure as standard
- Use ai-dev-kit source as reference implementation
Reference Implementation: ai-dev-kit source demonstrates perfect 5-pillar canonical structure
2. Anti-Patterns (Recurring Bad Practices)
2.1 Epic Mashup Anti-Pattern (CRITICAL)
Anti-Pattern: Copying ai-dev-kit's actual Kanban structure instead of using canonical templates
Frequency: 30% (3/10 projects: been-there, dev-toolkit, agentic-ide-rules)
Impact: CRITICAL - Confusion about canonical vs project-specific epics
Status: 🔴 CRITICAL ANTI-PATTERN
Description:
- Projects copy ai-dev-kit's actual Kanban structure (including project-specific epics)
- Results in inappropriate epics (e.g., "Book Related Work" in non-book projects)
- Confuses canonical epics with project-specific epics
Why It's an Anti-Pattern:
- ROOT CAUSE: Epic 9 mismatch in ai-dev-kit source (project-specific "Book Related Work" vs canonical "User Management and Authentication")
- Confuses canonical epics with project-specific epics
- Clutters Kanban boards with irrelevant epics
- Makes it unclear what actual project work is
- Undermines framework adoption quality
Root Cause:
- Epic 9 mismatch in ai-dev-kit source repository
- Unclear installation instructions
- Distinction between canonical templates and ai-dev-kit's actual Kanban not clear
- Manual copy too easy (just copy-paste)
Examples:
- been-there: Has Epic 9 "Book Related Work" (inappropriate for mobile app project)
- dev-toolkit: Has Epic 9 "Book Related Work" (inappropriate for dev tools project)
- agentic-ide-rules: Has Epic 9 "Book Related Work" (inappropriate for IDE rules project)
Prevention Strategy:
- CRITICAL: Fix Epic 9 mismatch in ai-dev-kit source (rename to Epic 24+)
- Make installer primary/only method for installing Kanban structure
- Add installer validation to prevent Epic mashup
- Clearly distinguish canonical templates from ai-dev-kit's actual Kanban
- Improve installation instructions
Impact:
- 30% of projects affected
- Confusion about canonical vs project-specific epics
- Clutters Kanban boards
- Undermines framework adoption quality
2.2 Epic 9 Mismatch Anti-Pattern (CRITICAL - in Source)
Anti-Pattern: ai-dev-kit source Epic 9 "Book Related Work" conflicts with canonical Epic 9 "User Management and Authentication"
Frequency: 1 project (ai-dev-kit source)
Impact: CRITICAL - Root cause of Epic mashup issue
Status: 🔴 CRITICAL ANTI-PATTERN
Description:
- ai-dev-kit source uses Epic 9 for project-specific work ("Book Related Work")
- Canonical templates define Epic 9 as "User Management and Authentication"
- When projects copy ai-dev-kit's actual Kanban, they get wrong Epic 9
Why It's an Anti-Pattern:
- ROOT CAUSE of Epic mashup issue affecting 30% of client projects
- Creates internal inconsistency between ai-dev-kit's actual Kanban and canonical templates
- Propagates incorrect Epic 9 to client projects
- Undermines framework adoption quality
Root Cause:
- ai-dev-kit uses Epic 9 for its own project-specific work (book project)
- Canonical templates define Epic 9 as "User Management and Authentication"
- No clear separation between ai-dev-kit's actual Kanban and canonical templates
Examples:
- ai-dev-kit source: Epic 9 "Book Related Work" (project-specific epic for "Vibe Coding For Dummies" book)
- Canonical template: Epic 9 "User Management and Authentication" (canonical ancillary epic)
Prevention Strategy:
- CRITICAL: Rename ai-dev-kit's Epic 9 "Book Related Work" to Epic 24+ (project-specific range)
- OR: Clearly document that Epic 9 in ai-dev-kit is project-specific, not canonical
- Update all Epic 9 references in ai-dev-kit source
- Add installer validation to prevent Epic mashup
Impact:
- Root cause of Epic mashup issue
- 30% of client projects affected
- Confusion about canonical vs project-specific epics
2.3 Missing Cursorrules Anti-Pattern (CRITICAL - in Source)
Anti-Pattern: Source repository doesn't have .cursorrules file
Frequency: 1 project (ai-dev-kit source)
Impact: CRITICAL - Source doesn't demonstrate own framework
Status: 🔴 CRITICAL ANTI-PATTERN
Description:
- ai-dev-kit source repository doesn't have
.cursorrulesfile - Cannot demonstrate RW trigger to client projects
- Source repository doesn't use own framework
Why It's an Anti-Pattern:
- CRITICAL: Source repository doesn't demonstrate own framework
- Cannot show RW trigger to client projects
- Undermines framework credibility
- Reduces framework adoption quality
Root Cause:
- Source repository not fully adopting its own framework
- RW executed manually or by convention
- No
.cursorrulesfile to trigger agent-driven execution
Examples:
- ai-dev-kit source: No
.cursorrulesfile - Has comprehensive workflow YAML definitions but no
.cursorrulestrigger
Prevention Strategy:
- CRITICAL: Add
.cursorrulesfile to ai-dev-kit source - Include comprehensive RW trigger section
- Demonstrate own framework
- Add config-driven approach
Impact:
- Source repository doesn't demonstrate own framework
- Cannot show RW trigger to client projects
- Undermines framework credibility
2.4 Missing RW Trigger Anti-Pattern
Anti-Pattern: Projects don't have RW trigger in .cursorrules
Frequency: 40% (4/10 projects)
Impact: HIGH - No standardized release workflow
Status: 🟠 HIGH ANTI-PATTERN
Description:
- Projects don't have RW trigger in
.cursorrules - No standardized release workflow
- Manual release process
Why It's an Anti-Pattern:
- No standardized release workflow
- Manual release process prone to errors
- Inconsistent release practices
- Reduces framework adoption quality
Root Cause:
- RW trigger not part of installation
- Benefits not documented
- No examples or templates provided
Examples:
- Projects without RW trigger have no standardized release process
- Manual release process
- Inconsistent release practices
Prevention Strategy:
- Make RW trigger part of installation
- Document RW trigger benefits
- Provide examples and templates
- Show standardized release process
Impact:
- No standardized release workflow
- Manual release process prone to errors
- Inconsistent release practices
2.5 Missing Branch Safety Check Anti-Pattern (CRITICAL)
Anti-Pattern: Projects don't have mandatory branch safety check in Release Workflow
Frequency: 60% (6/10 projects)
Impact: CRITICAL - Risk of branch contamination
Status: 🔴 CRITICAL ANTI-PATTERN
Description:
- Projects don't have mandatory branch safety check in Release Workflow
- Risk of accidental commits to wrong branches
- No validation of branch context
Why It's an Anti-Pattern:
- CRITICAL: Risk of cross-epic contamination
- No validation of branch context
- Risk of versioning errors
- Reduces framework adoption quality
Root Cause:
- Branch safety check not enforced in RW
- Benefits not documented
- No examples provided
Examples:
- Projects without branch safety check risk accidental commits to wrong branches
- No validation of branch context
- Risk of versioning errors
Prevention Strategy:
- Enforce branch safety check in RW (mandatory, blocking)
- Document benefits and risks
- Provide examples of contamination prevention
- Make branch safety check part of installation
Impact:
- Risk of cross-epic contamination
- No validation of branch context
- Risk of versioning errors
2.6 Hardcoded Paths Anti-Pattern
Anti-Pattern: Projects use hardcoded paths in .cursorrules instead of config
Frequency: 20% (2/10 projects)
Impact: MODERATE - Reduced flexibility
Status: 🟡 MODERATE ANTI-PATTERN
Description:
- Projects use hardcoded paths in
.cursorrulesinstead ofrw-config.yaml - Hardcoded version file paths
- Hardcoded changelog paths
Why It's an Anti-Pattern:
- Hardcoded paths reduce flexibility
- Difficult to maintain and update
- Inconsistent configuration patterns
- Reduces framework adoption quality
Root Cause:
- Not using config-driven approach
- Config benefits not documented
- Migration path unclear
Examples:
- Projects with hardcoded paths use hardcoded version file paths
- Hardcoded changelog paths
- No config file
Prevention Strategy:
- Promote config-driven approach
- Make config part of installation
- Document config benefits
- Provide migration guide from hardcoded paths
Impact:
- Reduced flexibility
- Difficult to maintain
- Inconsistent configuration
2.7 Missing Config File Anti-Pattern
Anti-Pattern: Projects don't have rw-config.yaml for workflow configuration
Frequency: 70% (7/10 projects)
Impact: HIGH - Hardcoded paths reduce flexibility
Status: 🟠 HIGH ANTI-PATTERN
Description:
- Projects don't have
rw-config.yamlfor workflow configuration - Use hardcoded paths in
.cursorrules - No config-driven approach
Why It's an Anti-Pattern:
- Hardcoded paths reduce flexibility
- Difficult to maintain and update
- Inconsistent configuration patterns
- Reduces framework adoption quality
Root Cause:
- Config-driven approach not promoted
- Config benefits not documented
- Migration path unclear
Examples:
- Projects without config file use hardcoded paths
- No config-driven approach
- Difficult to maintain
Prevention Strategy:
- Promote config-driven approach
- Make config part of installation
- Document config benefits
- Provide migration guide
Impact:
- Hardcoded paths reduce flexibility
- Difficult to maintain
- Inconsistent configuration
Gap: ai-dev-kit source has example config but not active config in project root
2.8 Missing Document Lifecycle Management Anti-Pattern
Anti-Pattern: Projects don't use document lifecycle management
Frequency: 70% (7/10 projects)
Impact: MODERATE - No automated document management
Status: 🟡 MODERATE ANTI-PATTERN
Description:
- Projects don't use document lifecycle management
- No automated document cleanup
- Manual document cleanup required
Why It's an Anti-Pattern:
- No automated document lifecycle management
- Manual cleanup required
- Documents may become stale
- Reduces documentation quality over time
Root Cause:
- Lifecycle management not part of installation
- Benefits not documented
- No examples provided
Examples:
- Projects without lifecycle management have no automated document cleanup
- Manual cleanup required
- Documents may become stale
Prevention Strategy:
- Promote document lifecycle management
- Document benefits
- Provide examples
- Make lifecycle management part of installation
Impact:
- No automated document management
- Manual cleanup required
- Documents may become stale
2.9 Missing Git Workflow Restrictions Anti-Pattern
Anti-Pattern: Projects don't have git workflow restrictions in .cursorrules
Frequency: 70% (7/10 projects)
Impact: MODERATE - No workflow enforcement
Status: 🟡 MODERATE ANTI-PATTERN
Description:
- Projects don't have git workflow restrictions in
.cursorrules - Allow manual git operations
- Risk of workflow violations
Why It's an Anti-Pattern:
- No workflow enforcement
- Risk of workflow violations
- Inconsistent git practices
- Reduces framework adoption quality
Root Cause:
- Git restrictions not part of installation
- Benefits not documented
- No examples provided
Examples:
- Projects without git restrictions allow manual git operations
- Risk of workflow violations
- Inconsistent git practices
Prevention Strategy:
- Promote git workflow restrictions
- Document benefits
- Provide examples
- Make git restrictions part of installation
Impact:
- No workflow enforcement
- Risk of workflow violations
- Inconsistent git practices
2.10 Source Repository Not Using Own Frameworks Anti-Pattern (CRITICAL)
Anti-Pattern: Source repository doesn't use its own frameworks
Frequency: 1 project (ai-dev-kit source)
Impact: CRITICAL - Undermines framework credibility
Status: 🔴 CRITICAL ANTI-PATTERN
Description:
- ai-dev-kit source repository doesn't use its own frameworks
- Missing
.cursorrulesfile - Missing
rw-config.yamlin project root (only example exists) - Legacy version file path (
src/fynd_deals/version.py)
Why It's an Anti-Pattern:
- CRITICAL: Source repository doesn't use own frameworks
- Cannot demonstrate frameworks to client projects
- Undermines framework credibility
- Reduces framework adoption quality
Root Cause:
- Source repository not fully adopting its own framework
- RW executed manually or by convention
- No
.cursorrulesfile to trigger agent-driven execution - Legacy paths from previous project
Examples:
- ai-dev-kit source: Missing
.cursorrulesfile - ai-dev-kit source: Missing
rw-config.yamlin project root (only example exists) - ai-dev-kit source: Legacy version file path (
src/fynd_deals/version.py)
Prevention Strategy:
- CRITICAL: Add
.cursorrulesfile to ai-dev-kit source - Add
rw-config.yamlto project root - Migrate version file path to canonical location
- Ensure source repository uses own frameworks
Impact:
- Source repository doesn't demonstrate own framework
- Cannot show frameworks to client projects
- Undermines framework credibility
3. Summary: Pattern vs Anti-Pattern Frequency
3.1 Pattern Adoption Rates
| Pattern | Adoption Rate | Status |
|---|---|---|
KB directory naming (docs/) | 100% | ✅ Perfect Pattern |
| E/S/T hierarchy | 100% | ✅ Perfect Pattern |
| Story checklist pattern | 90% | ✅ Strong Pattern |
| Document frontmatter | 90% | ✅ Strong Pattern |
| Full-context task naming | 60% | ✅ Moderate Pattern |
| Agent-driven execution | 56% | ✅ Moderate Pattern |
| Lifecycle metadata | 60% | ✅ Moderate Pattern |
| Config-driven approach | 30% | ⚠️ Emerging Pattern |
| Comprehensive RW trigger | 20% | ⚠️ Emerging Pattern |
| 5-pillar KB structure | 40% | ✅ Reference Pattern |
3.2 Anti-Pattern Frequency
| Anti-Pattern | Frequency | Severity |
|---|---|---|
| Epic mashup | 30% | 🔴 CRITICAL |
| Epic 9 mismatch (source) | 1 project | 🔴 CRITICAL |
| Missing cursorrules (source) | 1 project | 🔴 CRITICAL |
| Missing RW trigger | 40% | 🟠 HIGH |
| Missing branch safety check | 60% | 🔴 CRITICAL |
| Missing config file | 70% | 🟠 HIGH |
| Missing document lifecycle | 70% | 🟡 MODERATE |
| Missing git restrictions | 70% | 🟡 MODERATE |
| Hardcoded paths | 20% | 🟡 MODERATE |
| Source not using own frameworks | 1 project | 🔴 CRITICAL |
4. Root Cause Analysis
4.1 Epic Mashup Root Cause
Primary Root Cause: Epic 9 mismatch in ai-dev-kit source repository
Why It Happened:
- ai-dev-kit uses Epic 9 for project-specific work ("Book Related Work")
- Canonical templates define Epic 9 as "User Management and Authentication"
- No clear separation between ai-dev-kit's actual Kanban and canonical templates
- Unclear installation instructions
- Manual copy too easy (just copy-paste)
Impact:
- 30% of projects affected (been-there, dev-toolkit, agentic-ide-rules)
- Confusion about canonical vs project-specific epics
- Clutters Kanban boards with irrelevant epics
Prevention:
- CRITICAL: Fix Epic 9 mismatch in ai-dev-kit source
- Make installer primary/only method
- Add installer validation
- Clearly distinguish canonical templates from ai-dev-kit's actual Kanban
4.2 Low Adoption Root Causes
Primary Root Causes:
- Lack of Source Dogfooding: ai-dev-kit itself not fully adopting its own frameworks
- Insufficient Tooling/Automation: Manual installation processes
- Inadequate Documentation/Guidance: Lack of clear instructions on best practices
- Legacy Inertia: Existing project structures resisting adoption
Impact:
- Low adoption of config-driven approach (30%)
- Low adoption of comprehensive RW trigger (20%)
- Low adoption of document lifecycle management (30%)
- Low adoption of git restrictions (30%)
Prevention:
- Source repository must use own frameworks
- Improve tooling and automation
- Provide better documentation and guidance
- Support legacy patterns during migration
5. Recommendations
5.1 Immediate Actions (CRITICAL)
-
Fix Epic 9 Mismatch in ai-dev-kit Source
- Rename Epic 9 "Book Related Work" to Epic 24+
- Update all references
- Add installer validation
-
Add
.cursorrulesFile to ai-dev-kit Source- Include comprehensive RW trigger section
- Demonstrate own framework
- Add config-driven approach
-
Add
rw-config.yamlto ai-dev-kit Source- Create active config file in project root
- Configure for ai-dev-kit
- Demonstrate config-driven approach
5.2 Short-Term Actions (HIGH)
-
Promote Config-Driven Approach
- Make config part of installation
- Document config benefits
- Provide migration guide
-
Enforce Branch Safety Check
- Make mandatory and blocking
- Document benefits and risks
- Provide examples
-
Promote Comprehensive RW Trigger
- Make part of installation
- Document benefits
- Provide examples and templates
5.3 Long-Term Actions (MEDIUM)
-
Promote Lifecycle Metadata
- Make required
- Document benefits
- Provide templates
-
Support Legacy Patterns
- Document migration paths
- Provide conversion tools
- Support during transition
Last Updated: 2025-12-17
Version: 1.0.0
Status: COMPLETE