24 KiB
description
| description |
|---|
| Feature modification workflow with impact analysis and backward compatibility assessment |
User Input
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Goal
Execute impact-analysis-first modification workflow to ensure changes to existing features are safe, backward-compatible, and well-planned.
Key Principles:
- Impact First: Analyze affected systems before modifying
- Backward Compatibility: Assess breaking changes and plan mitigation
- Dependency Mapping: Identify all affected components
- Migration Planning: Create migration path for breaking changes
- Validation: Verify modifications don't break dependent systems
Coverage: Addresses ~30% of development work (feature modifications)
Smart Integration Detection
Before starting workflow, detect available plugins for enhanced capabilities:
# Check for SpecSwarm (tech stack enforcement)
SPECSWARM_INSTALLED=$(claude plugin list | grep -q "specswarm" && echo "true" || echo "false")
# Check for SpecTest (parallel execution, hooks, metrics)
SPECTEST_INSTALLED=$(claude plugin list | grep -q "spectest" && echo "true" || echo "false")
# Configure workflow based on detection
if [ "$SPECTEST_INSTALLED" = "true" ]; then
EXECUTION_MODE="parallel"
ENABLE_HOOKS=true
ENABLE_METRICS=true
echo "🎯 Smart Integration: SpecTest detected (parallel execution, hooks, metrics enabled)"
elif [ "$SPECSWARM_INSTALLED" = "true" ]; then
EXECUTION_MODE="sequential"
ENABLE_TECH_VALIDATION=true
echo "🎯 Smart Integration: SpecSwarm detected (tech stack enforcement enabled)"
else
EXECUTION_MODE="sequential"
echo "ℹ️ Running in basic mode (install SpecSwarm/SpecTest for enhanced capabilities)"
fi
Pre-Workflow Hook (if SpecTest installed)
if [ "$ENABLE_HOOKS" = "true" ]; then
echo "🎣 Pre-Modify Hook"
# Validate prerequisites
echo "✓ Checking repository status..."
git status --porcelain | head -5
# Load tech stack (if SpecSwarm also installed)
if [ "$SPECSWARM_INSTALLED" = "true" ]; then
echo "✓ Loading tech stack: .specswarm/tech-stack.md"
TECH_STACK_EXISTS=$([ -f ".specswarm/tech-stack.md" ] && echo "true" || echo "false")
if [ "$TECH_STACK_EXISTS" = "true" ]; then
echo "✓ Tech stack validation enabled"
fi
fi
# Initialize metrics
WORKFLOW_START_TIME=$(date +%s)
echo "✓ Metrics initialized"
echo ""
fi
Execution Steps
1. Discover Modification Context
# Get repository root
REPO_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || pwd)
# Detect branch
CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null)
# Try to extract feature number from branch name (modify/NNN-*)
FEATURE_NUM=$(echo "$CURRENT_BRANCH" | grep -oE 'modify/([0-9]{3})' | grep -oE '[0-9]{3}')
# If no feature number in branch, prompt user
if [ -z "$FEATURE_NUM" ]; then
echo "🔧 Modify Workflow"
echo ""
echo "No modify branch detected. Please provide feature number to modify:"
echo "Example: 018 (for modify/018-api-pagination)"
# Wait for user input
read -p "Feature number: " FEATURE_NUM
# Validate
if [ -z "$FEATURE_NUM" ]; then
echo "❌ Error: Feature number required"
exit 1
fi
# Pad to 3 digits
FEATURE_NUM=$(printf "%03d" $FEATURE_NUM)
fi
# Source features location helper
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PLUGIN_DIR="$(dirname "$SCRIPT_DIR")"
source "$PLUGIN_DIR/lib/features-location.sh"
# Initialize features directory
get_features_dir "$REPO_ROOT"
# Find feature directory
if ! find_feature_dir "$FEATURE_NUM" "$REPO_ROOT"; then
echo "❌ Error: Feature ${FEATURE_NUM} not found"
echo ""
echo "Modification requires existing feature specification."
echo "Available features:"
list_features "$REPO_ROOT"
exit 1
fi
# Check if spec.md exists (required for modification)
ORIGINAL_SPEC="${FEATURE_DIR}/spec.md"
if [ ! -f "$ORIGINAL_SPEC" ]; then
echo "❌ Error: No spec.md found for feature ${FEATURE_NUM}"
echo "Modification requires existing feature specification."
exit 1
fi
MODIFY_SPEC="${FEATURE_DIR}/modify.md"
IMPACT_ANALYSIS="${FEATURE_DIR}/impact-analysis.md"
TASKS_FILE="${FEATURE_DIR}/tasks.md"
Output to user:
🔧 Modify Workflow - Feature ${FEATURE_NUM}
✓ Branch detected: ${CURRENT_BRANCH}
✓ Feature directory: ${FEATURE_DIR}
✓ Original spec found: ${ORIGINAL_SPEC}
2. Load Existing Feature Specification
Read $ORIGINAL_SPEC to understand current feature implementation:
# Extract key information from spec
echo "📖 Analyzing Existing Feature..."
echo ""
Parse the existing spec to extract:
- Feature name and description
- Current functional requirements
- Current data model
- Current API contracts (if applicable)
- Current tech stack usage
Output summary:
📖 Existing Feature Analysis
✓ Feature: [Feature Name]
✓ Requirements: [N functional requirements]
✓ Data Model: [Key entities]
✓ Current Implementation: [Brief summary]
3. Gather Modification Requirements
Prompt user for modification details:
🔧 Modification Details
What changes are you proposing to this feature?
[User input or $ARGUMENTS]
Examples:
- "Add pagination to API endpoints (offset/limit style)"
- "Change authentication from session to JWT"
- "Add new fields to User model: avatar_url, bio"
- "Update search algorithm to use full-text search"
Modification description:
Store modification description in memory for use in artifacts.
4. Perform Impact Analysis
Analyze the modification's impact on the codebase:
🔍 Analyzing Impact...
Search for Dependencies:
- Find all files referencing feature components
- Identify API consumers (if API changes)
- Find database queries (if data model changes)
- Locate UI components (if behavior changes)
Dependency Analysis:
# Search codebase for feature references
# (Use actual project structure)
echo "Scanning codebase for dependencies..."
# Example searches:
# - API endpoint references
# - Database model usage
# - Component imports
# - Type/interface usage
# Generate dependency list
DEPENDENCIES_FOUND=[count]
Categorize Impact:
- Breaking Changes: Changes that break existing contracts
- Non-Breaking Changes: Backward-compatible additions
- Internal Changes: No external impact
Assess Backward Compatibility:
- Can existing clients continue working?
- Are new fields optional or required?
- Is migration needed for existing data?
5. Create Impact Analysis Document
Create $IMPACT_ANALYSIS with detailed analysis:
# Impact Analysis: Modification to Feature ${FEATURE_NUM}
**Feature**: [Feature Name]
**Modification**: [Brief description]
**Analysis Date**: YYYY-MM-DD
**Analyst**: SpecLab Plugin v1.0.0
---
## Proposed Changes
[Detailed description of modifications]
**Change Categories**:
- Functional changes: [list]
- Data model changes: [list]
- API/contract changes: [list]
- UI/UX changes: [list]
---
## Affected Components
### Direct Dependencies
Components that directly use the modified feature:
| Component | Type | Impact Level | Notes |
|-----------|------|--------------|-------|
| [Component 1] | [Service/UI/API] | [High/Medium/Low] | [Impact description] |
| [Component 2] | [Service/UI/API] | [High/Medium/Low] | [Impact description] |
**Total Direct Dependencies**: [N]
### Indirect Dependencies
Components that depend on direct dependencies:
| Component | Type | Impact Level | Notes |
|-----------|------|--------------|-------|
| [Component 1] | [Service/UI/API] | [High/Medium/Low] | [Impact description] |
**Total Indirect Dependencies**: [N]
---
## Breaking Changes Assessment
### Breaking Changes Identified: [Yes/No]
[If yes, list each breaking change:]
#### Breaking Change 1: [Name]
**Type**: [API/Data/Behavior]
**Description**: [What's breaking?]
**Affected**: [Which components/clients affected?]
**Migration Required**: [Yes/No]
#### Breaking Change 2: [Name]
[Repeat pattern]
---
## Backward Compatibility Strategy
### Option 1: [Recommended] [Strategy Name]
**Approach**: [Description]
**Pros**:
- Pro 1
- Pro 2
**Cons**:
- Con 1
- Con 2
**Implementation**:
1. Step 1
2. Step 2
### Option 2: [Alternative Strategy]
[Same structure]
---
## Migration Requirements
### Data Migration
[If data model changes require migration]
**Affected Data**:
- Table/collection 1: [migration needed]
- Table/collection 2: [migration needed]
**Migration Script**: [Yes/No]
**Rollback Plan**: [Yes/No]
**Estimated Data Volume**: [N records/documents]
### Code Migration
[If client code needs updates]
**Affected Clients**:
- Client 1: [changes needed]
- Client 2: [changes needed]
**Migration Guide Required**: [Yes/No]
**Deprecation Timeline**: [timeframe]
### Configuration Migration
[If configuration changes needed]
**Affected Config**:
- Config 1: [changes needed]
---
## Risk Assessment
### Risk Level: [Low/Medium/High/Critical]
**Risk Factors**:
| Risk | Likelihood | Impact | Mitigation |
|------|------------|--------|------------|
| [Risk 1] | [High/Med/Low] | [High/Med/Low] | [Mitigation strategy] |
| [Risk 2] | [High/Med/Low] | [High/Med/Low] | [Mitigation strategy] |
**Overall Risk Score**: [N/10]
---
## Testing Requirements
### Existing Tests to Update
[List tests that need modification]
- Test 1: [what needs updating]
- Test 2: [what needs updating]
### New Tests Required
[List new tests needed]
- Test 1: [test scenario]
- Test 2: [test scenario]
### Integration Testing
[List integration test scenarios]
- Scenario 1: [description]
- Scenario 2: [description]
---
## Rollout Strategy
### Recommended Approach: [Phased/Big Bang/Feature Flag]
**Phase 1**: [Description]
- Timeline: [timeframe]
- Scope: [what's included]
- Validation: [how to verify]
**Phase 2**: [Description]
[Repeat pattern]
### Feature Flags Required: [Yes/No]
[If yes, describe flag strategy]
### Rollback Plan
**Rollback Trigger**: [When to rollback]
**Rollback Steps**: [How to rollback]
**Data Rollback**: [Possible/Not Possible - explain]
---
## Timeline Estimate
| Phase | Duration | Dependencies |
|-------|----------|--------------|
| Impact Analysis | [time] | Complete |
| Compatibility Layer | [time] | - |
| Core Implementation | [time] | Compatibility Layer |
| Migration Scripts | [time] | - |
| Testing | [time] | Implementation |
| Rollout Phase 1 | [time] | Testing |
| Rollout Phase 2 | [time] | Phase 1 Success |
**Total Estimated Time**: [time]
---
## Recommendations
1. [Recommendation 1]
2. [Recommendation 2]
3. [Recommendation 3]
**Proceed with Modification**: [Yes/Yes with Caution/No - explain]
---
## Tech Stack Compliance
[If SpecSwarm installed, validate modification against tech stack]
**Tech Stack File**: .specswarm/tech-stack.md
**Validation Status**: [Pending/Compliant/Non-Compliant]
**Concerns**: [Any tech stack violations?]
---
## Metadata
**Workflow**: Modify (Impact-Analysis-First)
**Created By**: SpecLab Plugin v1.0.0
**Smart Integration**: ${INTEGRATION_MODE}
Write impact analysis to $IMPACT_ANALYSIS.
Output to user:
📊 Impact Analysis Complete
✓ Created: ${IMPACT_ANALYSIS}
✓ Direct dependencies: [N]
✓ Breaking changes: [Y/N]
✓ Risk level: [Low/Medium/High]
✓ Backward compatibility strategy: [approach]
6. Create Modification Specification
Create $MODIFY_SPEC documenting the planned modification:
# Modification: Feature ${FEATURE_NUM} - [Feature Name]
**Status**: Active
**Created**: YYYY-MM-DD
**Original Feature**: ${ORIGINAL_SPEC}
**Impact Analysis**: ${IMPACT_ANALYSIS}
---
## Modification Summary
**What We're Changing**: [Brief summary]
**Why We're Changing It**: [Motivation]
- Reason 1
- Reason 2
- Reason 3
---
## Current State
[Brief description of how feature currently works]
**Current Behavior**:
- Behavior 1
- Behavior 2
**Current Limitations** (prompting modification):
- Limitation 1
- Limitation 2
---
## Proposed Changes
### Functional Changes
**F001: [Change Name]**
**Current**: [How it works now]
**Proposed**: [How it will work]
**Breaking**: [Yes/No]
**Rationale**: [Why this change?]
[Repeat for each functional change]
### Data Model Changes
**D001: [Change Name]**
**Current Schema**:
[Current structure]
**Proposed Schema**:
[New structure]
**Migration Required**: [Yes/No]
**Backward Compatible**: [Yes/No]
[Repeat for each data change]
### API/Contract Changes
**A001: [Change Name]**
**Current Contract**:
[Current API/interface]
**Proposed Contract**:
[New API/interface]
**Breaking**: [Yes/No]
**Compatibility Layer**: [Yes/No - describe if yes]
[Repeat for each API change]
---
## Backward Compatibility Strategy
[From impact-analysis.md, chosen strategy]
**Approach**: [Strategy name]
**Implementation**:
1. Step 1: [description]
2. Step 2: [description]
3. Step 3: [description]
**Deprecation Timeline** (if applicable):
- **Month 1**: Announce changes, document migration
- **Month 2-3**: Support both old and new
- **Month 4**: Remove old implementation (if breaking)
---
## Migration Plan
### For Existing Data
[If data migration needed]
**Migration Script**: [path/to/script]
**Execution Strategy**: [Online/Offline/Phased]
**Rollback Plan**: [Yes/No - describe]
**Estimated Duration**: [time]
### For Existing Clients
[If client updates needed]
**Migration Guide**: [Yes - location]
**Breaking Changes Doc**: [Yes - location]
**Support Period**: [timeframe]
**Client Update Steps**:
1. Step 1
2. Step 2
3. Step 3
---
## Testing Strategy
### Regression Testing
[Ensure existing functionality still works]
- Test suite: [path]
- New tests needed: [count]
- Expected pass rate: 100%
### New Functionality Testing
[Test new/modified behavior]
- New test suite: [path]
- Test scenarios: [count]
### Integration Testing
[Test with dependent systems]
- Integration points: [list]
- Test scenarios: [count]
---
## Rollout Plan
**Strategy**: [Phased/Big Bang/Feature Flag]
**Phase 1**: [Description]
- Scope: [what's included]
- Target audience: [who gets it]
- Success metrics: [how to measure]
- Duration: [timeframe]
**Phase 2**: [Description]
[Repeat pattern]
**Rollback Criteria**:
- Trigger 1: [when to rollback]
- Trigger 2: [when to rollback]
---
## Success Metrics
How will we know the modification is successful?
| Metric | Target | Measurement |
|--------|--------|-------------|
| [Metric 1] | [Target value] | [How to measure] |
| [Metric 2] | [Target value] | [How to measure] |
**Validation Period**: [timeframe to evaluate success]
---
## Risks and Mitigation
[From impact-analysis.md]
| Risk | Mitigation |
|------|------------|
| [Risk 1] | [Mitigation strategy] |
| [Risk 2] | [Mitigation strategy] |
---
## Alternative Approaches Considered
### Alternative 1: [Name]
**Description**: [What is it?]
**Pros**: [Benefits]
**Cons**: [Drawbacks]
**Why Not Chosen**: [Reason]
[Repeat for other alternatives]
---
## Tech Stack Compliance
[If SpecSwarm installed, validate against tech stack]
**Tech Stack File**: .specswarm/tech-stack.md
**Compliance Status**: [Compliant/Non-Compliant]
**Changes to Tech Stack**: [Any new dependencies/patterns?]
---
## Metadata
**Workflow**: Modify (Impact-Analysis-First)
**Original Feature**: Feature ${FEATURE_NUM}
**Created By**: SpecLab Plugin v1.0.0
**Smart Integration**: ${INTEGRATION_MODE}
Write modification spec to $MODIFY_SPEC.
Output to user:
📋 Modification Specification
✓ Created: ${MODIFY_SPEC}
✓ Changes documented with rationale
✓ Backward compatibility strategy defined
✓ Migration plan included
7. Generate Tasks
Create $TASKS_FILE with modification implementation tasks:
# Tasks: Modification to Feature ${FEATURE_NUM}
**Workflow**: Modify (Impact-Analysis-First)
**Status**: Active
**Created**: YYYY-MM-DD
---
## Execution Strategy
**Mode**: ${EXECUTION_MODE}
**Smart Integration**:
${INTEGRATION_SUMMARY}
---
## Phase 1: Impact Assessment Validation
### T001: Review Impact Analysis
**Description**: Validate impact analysis findings with stakeholders
**File**: ${IMPACT_ANALYSIS}
**Validation**: All affected systems identified, risks acknowledged
**Parallel**: No (foundational)
---
## Phase 2: Compatibility Layer (if breaking changes)
[Only include if breaking changes detected]
### T002: Implement Compatibility Layer
**Description**: Create compatibility layer to support both old and new contracts
**Files**: [list files]
**Validation**: Old clients continue working
**Tech Stack Validation**: ${TECH_VALIDATION_ENABLED}
**Parallel**: No (foundational for other tasks)
### T003: Create Migration Scripts
**Description**: Implement data/config migration scripts
**Files**: [list migration scripts]
**Validation**: Scripts tested on copy of production data
**Parallel**: [P] (independent of T002)
---
## Phase 3: Core Modification Implementation
[Mark independent implementation tasks with [P] for parallel execution]
### T004: [P] Implement Functional Change 1
**Description**: [From modify.md]
**Files**: [list files]
**Tech Stack Validation**: ${TECH_VALIDATION_ENABLED}
**Parallel**: [P] (independent)
### T005: [P] Implement Functional Change 2
**Description**: [From modify.md]
**Files**: [list files]
**Tech Stack Validation**: ${TECH_VALIDATION_ENABLED}
**Parallel**: [P] (independent)
[Continue for all functional changes, marking independent tasks with [P]]
### T00N: Update Data Model
**Description**: Apply data model changes
**Files**: [list models/schemas]
**Migration Required**: [Yes/No]
**Parallel**: No (if migration dependencies)
### T00N+1: Update API Contracts
**Description**: Implement API contract changes
**Files**: [list API files]
**Backward Compatible**: [Yes/No]
**Parallel**: [P] (if independent)
---
## Phase 4: Testing and Validation
### T00N+2: [P] Run Regression Tests
**Description**: Verify existing functionality still works
**Command**: [test command]
**Expected**: 100% pass rate
**Parallel**: [P] (can run parallel with other tests)
### T00N+3: [P] Test New Functionality
**Description**: Verify modifications work as specified
**Command**: [test command]
**Expected**: All new tests pass
**Parallel**: [P]
### T00N+4: [P] Integration Testing
**Description**: Test with dependent systems
**Scope**: [list integration points]
**Expected**: No breaking changes for existing clients
**Parallel**: [P]
### T00N+5: Backward Compatibility Validation
**Description**: Verify old clients still work (if compatibility layer)
**Test Scenarios**: [list]
**Expected**: 100% compatibility
**Parallel**: No (final validation)
---
## Phase 5: Migration and Rollout
### T00N+6: Execute Data Migration (if applicable)
**Description**: Run migration scripts on production data
**Script**: [migration script path]
**Rollback Plan**: [Yes - describe]
**Parallel**: No (critical operation)
### T00N+7: Update Documentation
**Description**: Update API docs, migration guides, changelog
**Files**: [list docs]
**Parallel**: [P] (independent)
### T00N+8: Deploy Phase 1 (if phased rollout)
**Description**: Deploy to subset of users/environment
**Scope**: [deployment scope]
**Validation**: Monitor metrics, error rates
**Parallel**: No (sequential deployment)
[If SpecSwarm installed, add tech stack validation task]
${TECH_STACK_VALIDATION_TASK}
---
## Summary
**Total Tasks**: [N]
**Estimated Time**: [time] (varies by modification complexity)
**Parallel Opportunities**: [N tasks] can execute in parallel
**Breaking Changes**: [Yes/No]
**Migration Required**: [Yes/No]
**Success Criteria**:
- ✅ Impact analysis validated
- ✅ Compatibility layer implemented (if breaking changes)
- ✅ All modifications implemented
- ✅ Backward compatibility maintained (or migration plan executed)
- ✅ All tests passing (regression + new functionality)
- ✅ Dependent systems validated
${TECH_COMPLIANCE_CRITERION}
Write tasks to $TASKS_FILE.
Output to user:
📊 Tasks Generated
✓ Created: ${TASKS_FILE}
✓ [N] tasks across 5 phases
✓ Phase 1: Impact validation
✓ Phase 2: Compatibility layer (if needed)
✓ Phase 3: Core implementation ([N] parallel tasks)
✓ Phase 4: Testing ([N] parallel tasks)
✓ Phase 5: Migration and rollout
8. Execute Workflow
Execute tasks using the appropriate mode (similar to bugfix workflow, but with more parallel opportunities in Phase 3 and 4).
[Execute with smart integration - SpecTest parallel execution, SpecSwarm tech validation]
Post-Workflow Hook (if SpecTest installed)
if [ "$ENABLE_HOOKS" = "true" ]; then
echo ""
echo "🎣 Post-Modify Hook"
# Calculate metrics
WORKFLOW_END_TIME=$(date +%s)
WORKFLOW_DURATION=$((WORKFLOW_END_TIME - WORKFLOW_START_TIME))
WORKFLOW_HOURS=$(echo "scale=1; $WORKFLOW_DURATION / 3600" | bc)
# Validate completion
echo "✓ Modification complete"
echo "✓ Backward compatibility maintained"
echo "✓ All tests passing"
# Tech stack compliance
if [ "$SPECSWARM_INSTALLED" = "true" ]; then
echo "✓ Tech stack compliant"
fi
# Update metrics
METRICS_FILE=".specswarm/workflow-metrics.json"
# [Update JSON with modify metrics]
echo "📊 Metrics saved: ${METRICS_FILE}"
echo ""
echo "⏱️ Time to Modify: ${WORKFLOW_HOURS}h"
echo ""
echo "✅ Modify Workflow Complete"
echo ""
echo "📈 Next Steps:"
echo "- Review: ${MODIFY_SPEC}"
echo "- Review: ${IMPACT_ANALYSIS}"
echo "- Commit changes with migration plan"
echo "- View metrics: /speclab:workflow-metrics ${FEATURE_NUM}"
fi
Final Output
✅ Modify Workflow Complete - Feature ${FEATURE_NUM}
📋 Artifacts Created:
- ${MODIFY_SPEC}
- ${IMPACT_ANALYSIS}
- ${TASKS_FILE}
📊 Results:
- Modification implemented successfully
- Breaking changes: [Y/N]
- [If Y] Backward compatibility maintained via [strategy]
- Dependencies validated: [N] systems tested
- Migration executed: [Y/N]
${TECH_STACK_COMPLIANCE_RESULT}
⏱️ Time to Modify: ${WORKFLOW_DURATION}
${PARALLEL_SPEEDUP_RESULT}
📈 Next Steps:
1. Review artifacts in: ${FEATURE_DIR}
2. Monitor metrics: [list key metrics]
3. Execute migration: [if phased, describe next phase]
4. View analytics: /speclab:workflow-metrics ${FEATURE_NUM}
Error Handling
If feature not found:
- List available features
- Prompt for correct feature number
If no existing spec.md:
- Error: "Modification requires existing feature specification"
- Suggest running feature workflow first
If breaking changes unavoidable:
- Require explicit acknowledgment from user
- Mandate compatibility layer or migration plan
If impact analysis shows high risk:
- Flag for manual review
- Suggest phased rollout strategy
Operating Principles
- Impact First: Always analyze before modifying
- Backward Compatibility: Prioritize non-breaking changes
- Migration Planning: Plan data and client migrations
- Dependency Mapping: Identify all affected systems
- Risk Assessment: Evaluate and mitigate risks
- Phased Rollout: Prefer gradual over big-bang changes
- Tech Compliance: Validate against tech stack (if SpecSwarm installed)
- Metrics Tracking: Record change scope, risk level, success
Success Criteria
✅ Impact analysis identifies all affected systems ✅ Breaking changes assessed and mitigated ✅ Modification specification documents all changes ✅ Backward compatibility strategy implemented ✅ Migration plan executed (if needed) ✅ All tests passing (regression + new functionality) ✅ Dependent systems validated ✅ Tech stack compliant (if SpecSwarm installed) ✅ Metrics tracked (if SpecTest installed)
Workflow Coverage: Addresses ~30% of development work (feature modifications) Integration: Smart detection of SpecSwarm (tech enforcement) and SpecTest (parallel/hooks) Graduation Path: Proven workflow will graduate to SpecSwarm stable