Feature Orchestrator Skill

<!-- Created by: Madina Gbotoe (https://madinagbotoe.com/) Portfolio Project: AI-Enhanced Professional Portfolio Version: 2.0 - Research-Backed Edition Created: October 28, 2025 Last Updated: November 3, 2025 License: Creative Commons Attribution 4.0 International (CC BY 4.0) Attribution Required: Yes - Include author name and link when sharing/​modifying GitHub: https://github.com/mgbotoe/claude-code-share/tree/main/claude-code-skills/feature-orchestrator Purpose: Feature Orchestrator skill - Enforces CI/​CD best practices, prevents redundancy, ensures incremental delivery based on Google, Microsoft, and industry research -->

Feature Orchestrator Skill

🚨 CRITICAL: This Skill Runs BEFORE Feature Implementation

Purpose: Enforce research-backed CI/​CD workflow, prevent code duplication, ensure incremental delivery

When to invoke: Automatically when user requests implementing ANY new feature, component, or functionality

Auto-invoke triggers:

• "implement X feature"
• "add Y functionality"
• "build Z component"
• "create new X"
• "develop X feature"

What this skill does NOT apply to:

• Bug fixes (< 10 lines changed)
• Simple content/​text updates
• Documentation-only changes
• Configuration tweaks

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📚 Research Foundation

This workflow is backed by industry research from Google, Microsoft, IEEE, and leading software engineering organizations:

Incremental Development (Scrum.org, 2024):

"Incremental delivery enables organizations to have greater visibility, decreases risks faster, delivers value sooner."

Continuous Integration (Harness.io, 2024):

"Small problems are easier to fix than big problems, and frequent commits make bugs easier to identify."

Code Review (Microsoft Research):

"Reviewing 200–400 lines of code at a time detects up to 90% of defects."

DRY Principle (MetriDev, 2024):

"Abstraction and modularity prevent code duplication through identifying common patterns for reuse."

For complete research citations and detailed procedures: See REFERENCE.md

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🎯 Four-Phase Workflow

Overview

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Phase 1: Gap Analysis (MANDATORY)

Purpose: Search for existing implementations BEFORE writing any code

Research: DRY principle - < 5% duplication target (SonarQube standard)

Quick Procedure:

# Search existing code
glob "**/​*[keyword]*.tsx"
grep "[keyword]" --output_mode files_with_matches

# If found: Reuse or extend
# If not found: Create new with plan

Template: Use resources/​gap-analysis-template.md

Detailed procedures: See REFERENCE.md → Phase 1

Verification:

• Searched for existing implementations?
• Identified reuse opportunities?
• Reported findings to user?

If similar code exists: Plan to extend/​reuse → NO duplication

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Phase 2: Implementation Planning (MANDATORY per CLAUDE.md)

Purpose: Break feature into incremental, testable steps

Research: Agile INVEST criteria - Independent, Negotiable, Valuable, Estimable, Small, Testable

Required Elements:

1. Objective - What & Why & Success criteria
2. Technical Approach - Components, data flow, architecture
3. Incremental Steps - 30-60 min each, < 100 LOC each
4. Testing Strategy - Unit, integration, E2E, accessibility
5. Performance - React.memo(), useMemo(), code splitting
6. Rollback Plan - Feature flags, gradual rollout

Template: Use resources/​implementation-plan-template.md

Detailed procedures: See REFERENCE.md → Phase 2

Create TodoWrite Tracking:

TodoWrite({
  todos: [
    {
      content: "Step 1: Description",
      activeForm: "Step 1: Active form",
      status: "pending"
    },
    // ... all steps
  ]
})

Present plan to user → Get approval before proceeding

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Phase 3: Review Gate (CONDITIONAL)

Purpose: Invoke specialized agents for code/​design review

Research: Google code reviews < 4 hour median latency for fast feedback

Decision Matrix:

Invoke Agents in Parallel:

Use Task tool with multiple calls in ONE message:
1. Task(subagent_type="critic-agent") → Code quality
2. Task(subagent_type="ui-ux-designer") → UX/​accessibility

After review: Incorporate feedback → Update plan → Update todos

Detailed procedures: See REFERENCE.md → Phase 3

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Phase 4: Incremental Execution (MANDATORY)

Purpose: Implement feature in small, testable increments

Research: CI with frequent commits reduces integration issues (ResearchGate, 2024)

The Golden Rule: NEVER Break the Build

For EACH increment:

1. Mark todo as "in_progress"

2. Implement (keep changes < 100 lines)

3. Test (MANDATORY - all must pass):
   npm run lint        # Must pass
   npm run type-check  # Must pass
   npm run test        # Must pass

   # Or use automation:
   ./​scripts/​validate-increment.sh  # Linux/​Mac
   ./​scripts/​validate-increment.bat # Windows

4. Mark todo as "completed" (immediately!)

5. Commit (if appropriate)

6. ONLY proceed if ALL tests pass

Template: Use resources/​increment-checklist-template.md

Code Quality Rules:

• Component size: < 200 lines (React), < 250 lines (services)
• Data separation: Arrays >20 lines → data files
• Performance: React.memo() for animations, expensive components
• Imports: No file extensions, use path aliases (@/​...)
• Accessibility: WCAG 2.1 AA compliance

File Size Monitoring:

# Check before editing
./​scripts/​check-file-size.sh [file-path]

# Thresholds:
# 150-200 lines → ⚠️  Plan extraction
# 200-300 lines → 🚨 Extract before adding
# 300+ lines    → 🛑 MUST refactor first

Detailed procedures: See REFERENCE.md → Phase 4

Verification (per increment):

• Implemented ONLY this increment's scope?
• All tests passing?
• Todo marked completed?

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🔄 Complete Workflow Example

See EXAMPLES.md for:

• Complete auth system implementation (2.5 hours)
• Simple feature addition (5 minutes)
• Gap analysis preventing duplication
• Review gate catching security issues

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🎯 Integration with CLAUDE.md Rules

This skill enforces ALL mandatory CLAUDE.md rules:

1. ✅ Search for existing code FIRST (Phase 1: Gap Analysis)
2. ✅ Plan before implementing (Phase 2: Implementation Planning)
3. ✅ Incremental implementation (Phase 4: Never break the build)
4. ✅ Test between increments (Phase 4: lint + type-check + test)
5. ✅ React.memo() for performance (Phase 4: Code quality rules)
6. ✅ Coordinate agents (Phase 3: Review gate)
7. ✅ TodoWrite tracking (Phase 2 + Phase 4)
8. ✅ Component size limits (Phase 4: File size monitoring)

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🚨 Anti-Patterns This Skill Prevents

❌ What NOT to Do:

1. Starting without gap analysis → Skill forces search first
2. No implementation plan → Skill requires incremental plan
3. Large commits → Skill enforces small increments
4. Breaking the build → Skill tests after each increment
5. Skipping code review → Skill invokes agents automatically
6. Giant components (>300 lines) → Skill monitors file size
7. Missing optimization → Skill checks React.memo(), etc.

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📋 Verification Checklist (Before Completing)

Before marking feature complete, verify:

• Phase 1: Gap analysis completed?
• Phase 1: Existing code reused where possible?
• Phase 2: Implementation plan created?
• Phase 2: TodoWrite tracking set up?
• Phase 3: Agent review completed (if needed)?
• Phase 4: All increments implemented?
• Phase 4: All todos marked complete?
• Phase 4: All tests passing?
• Phase 4: No breaking changes introduced?
• Phase 4: Performance optimized?
• Phase 4: Accessibility verified (WCAG 2.1 AA)?
• Phase 4: Component sizes within limits?

If any answer is NO, STOP and complete that phase.

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🚀 Expected Outcomes

When this skill runs successfully:

1. ✅ No duplicate code - Gap analysis finds existing implementations
2. ✅ No redundancy - Reuses existing components/​services
3. ✅ Well-planned - Clear roadmap with time estimates
4. ✅ Incrementally built - Small, testable steps
5. ✅ High quality - Agent reviews catch issues early
6. ✅ Well-tested - Tests run after each increment
7. ✅ Performant - Optimization applied automatically
8. ✅ Accessible - WCAG compliance checked
9. ✅ Maintainable - Component sizes controlled
10. ✅ Tracked - TodoWrite shows clear progress

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📊 Success Metrics

Measure skill effectiveness:

• ✅ Zero duplicate implementations in last 10 features
• ✅ All features have implementation plans
• ✅ No surprise breaking changes in commits
• ✅ Test pass rate > 95% on first try
• ✅ Code review feedback declining over time
• ✅ Component sizes staying within limits
• ✅ Feature delivery time predictable (within 20% of estimate)

For detailed metrics and KPIs: See REFERENCE.md → Success Metrics

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🔧 Automation Scripts

Validate increments:

# Linux/​Mac
./​scripts/​validate-increment.sh

# Windows
./​scripts/​validate-increment.bat

Check file sizes:

./​scripts/​check-file-size.sh [file-path]

All scripts include:

• Research citations
• Clear pass/​fail status
• Actionable recommendations
• Exit codes for CI/​CD integration

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📚 Supporting Documentation

For AI Assistants:

• REFERENCE.md - Complete research citations, detailed procedures, troubleshooting
• EXAMPLES.md - Real-world workflow examples, before/​after scenarios
• resources/​gap-analysis-template.md - Gap analysis structure
• resources/​implementation-plan-template.md - Complete planning template
• resources/​increment-checklist-template.md - Per-increment verification

Research Sources:

Academic:

• Google Research: "Modern Code Review" (9M reviews analyzed)
• Microsoft Research: "Expectations of Modern Code Review" (900+ devs surveyed)
• IEEE: "Continuous Integration Research" (meta-analysis)
• Scrum.org: "Incremental Delivery Research" (2024)

Industry:

• SonarQube: Code quality standards
• Atlassian: Trunk-based development
• Harness.io: CI/​CD best practices
• MetriDev: Code duplication research

Books:

• "The DevOps Handbook" (Gene Kim)
• "Accelerate" (Nicole Forsgren)
• "Building Maintainable Software" (O'Reilly)

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💡 Tips for Maximum Effectiveness

1. Trust the process - Let all 4 phases run
2. Don't skip gap analysis - Even if you "know" nothing exists
3. Break steps small - 30-45 min increments ideal
4. Test frequently - After EVERY increment
5. Use agent reviews - They catch issues you miss
6. Keep todos updated - Reflects real progress
7. Use automation - Scripts save time and reduce errors

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🔄 Integration with Other Skills

Works with:

• code-refactoring - Triggered when files exceed size limits
• ui-ux-audit - Invoked during Phase 3 for UI features
• devops-deployment - After Phase 4 for production deployment
• qa-testing - Referenced in Phase 2 for test strategy

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Final Note

This skill is not optional. When user requests implementing any feature, this skill MUST run to enforce research-backed CI/​CD workflow rules.

The goal: Ship high-quality features faster by preventing common mistakes through automation.

Research-backed. Industry-proven. Battle-tested.

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Version History

• v1.0 (Oct 2025): Initial version based on CLAUDE.md
• v2.0 (Nov 2025): Added research citations, progressive disclosure, automation scripts, templates

For complete version history and detailed research: See REFERENCE.md