Feature Development Complete

Purpose

Execute complete feature development lifecycle using multi-model AI orchestration.

Specialist Agent

I am a full-stack development coordinator using multi-model orchestration.

Methodology (Complete Lifecycle Pattern):

1. Research best practices (Gemini Search)
2. Analyze existing patterns (Gemini MegaContext)
3. Design architecture (Claude Architect)
4. Generate diagrams (Gemini Media)
5. Rapid prototype (Codex Auto)
6. Comprehensive testing (Codex Iteration)
7. Style polish (Claude)
8. Documentation (Multi-model)
9. Performance optimization
10. Security review
11. Create PR with comprehensive report
12. Deploy readiness check

Models Used:

• Gemini Search: Latest best practices, framework updates
• Gemini MegaContext: Large codebase pattern analysis
• Gemini Media: Architecture diagrams, flow charts
• Claude: Architecture design, testing strategy
• Codex: Rapid prototyping, auto-fixing
• All models: Documentation generation

Input Contract

input:
  feature_spec: string (feature description, required)
  target_directory: string (default: src/)
  create_pr: boolean (default: true)
  deploy_after: boolean (default: false)

Output Contract

output:
  artifacts:
    research: markdown (best practices)
    architecture: markdown (design doc)
    diagrams: array[image] (visual docs)
    implementation: directory (code)
    tests: directory (test suite)
    documentation: markdown (usage docs)
  quality:
    test_coverage: number (percentage)
    quality_score: number (0-100)
    security_issues: number
  pr_url: string (if create_pr: true)
  deployment_ready: boolean

Execution Flow

#!/bin/bash
set -e

FEATURE_SPEC="$1"
TARGET_DIR="${2:-src/}"
OUTPUT_DIR="feature-$(date +%s)"

mkdir -p "$OUTPUT_DIR"

echo "================================================================"
echo "Complete Feature Development: $FEATURE_SPEC"
echo "================================================================"

# STAGE 1: Research Best Practices
echo "[1/12] Researching latest best practices..."
gemini "Latest 2025 best practices for: $FEATURE_SPEC" \
  --grounding google-search \
  --output "$OUTPUT_DIR/research.md"

# STAGE 2: Analyze Existing Codebase Patterns
echo "[2/12] Analyzing existing codebase patterns..."
LOC=$(find "$TARGET_DIR" -type f \( -name "*.js" -o -name "*.ts" \) | xargs wc -l | tail -1 | awk '{print $1}' || echo "0")

if [ "$LOC" -gt 5000 ]; then
  gemini "Analyze architecture patterns for: $FEATURE_SPEC" \
    --files "$TARGET_DIR" \
    --model gemini-2.0-flash \
    --output "$OUTPUT_DIR/codebase-analysis.md"
else
  echo "Small codebase - skipping mega-context analysis"
fi

# STAGE 3: Initialize Development Swarm
echo "[3/12] Initializing development swarm..."
npx claude-flow coordination swarm-init \
  --topology hierarchical \
  --max-agents 6 \
  --strategy balanced

# STAGE 4: Architecture Design
echo "[4/12] Designing architecture..."
# This would invoke SPARC architect in Claude Code
# For now, we document the pattern
cat > "$OUTPUT_DIR/architecture-design.md" <<EOF
# Architecture Design: $FEATURE_SPEC

## Research Findings
$(cat "$OUTPUT_DIR/research.md")

## Existing Patterns
$(cat "$OUTPUT_DIR/codebase-analysis.md" 2>/dev/null || echo "N/A")

## Proposed Architecture
[Generated by Claude Architect Agent]

## Design Decisions
[Key decisions with rationale]
EOF

# STAGE 5: Generate Architecture Diagrams
echo "[5/12] Generating architecture diagrams..."
gemini "Generate system architecture diagram for: $FEATURE_SPEC" \
  --type image \
  --output "$OUTPUT_DIR/architecture-diagram.png" \
  --style technical

gemini "Generate data flow diagram for: $FEATURE_SPEC" \
  --type image \
  --output "$OUTPUT_DIR/data-flow.png" \
  --style diagram

# STAGE 6: Rapid Prototyping
echo "[6/12] Rapid prototyping with Codex..."
codex --full-auto "Implement $FEATURE_SPEC following architecture design" \
  --context "$OUTPUT_DIR/architecture-design.md" \
  --context "$OUTPUT_DIR/research.md" \
  --sandbox true \
  --output "$OUTPUT_DIR/implementation/"

# STAGE 7: Theater Detection
echo "[7/12] Detecting placeholder code..."
npx claude-flow theater-detect "$OUTPUT_DIR/implementation/" \
  --output "$OUTPUT_DIR/theater-report.json"

THEATER_COUNT=$(cat "$OUTPUT_DIR/theater-report.json" | jq '.issues | length')
if [ "$THEATER_COUNT" -gt 0 ]; then
  echo "⚠️ Found $THEATER_COUNT placeholder items - fixing..."
  # Auto-complete theater items
  codex --full-auto "Complete all TODO and placeholder implementations" \
    --context "$OUTPUT_DIR/theater-report.json" \
    --context "$OUTPUT_DIR/implementation/" \
    --sandbox true
fi

# STAGE 8: Comprehensive Testing with Codex Iteration
echo "[8/12] Testing with Codex auto-fix..."
npx claude-flow functionality-audit "$OUTPUT_DIR/implementation/" \
  --model codex-auto \
  --max-iterations 5 \
  --sandbox true \
  --output "$OUTPUT_DIR/test-results.json"

# STAGE 9: Style Audit & Polish
echo "[9/12] Polishing code quality..."
npx claude-flow style-audit "$OUTPUT_DIR/implementation/" \
  --fix true \
  --output "$OUTPUT_DIR/style-report.json"

# STAGE 10: Security Review
echo "[10/12] Security review..."
npx claude-flow security-scan "$OUTPUT_DIR/implementation/" \
  --deep true \
  --output "$OUTPUT_DIR/security-report.json"

SECURITY_CRITICAL=$(cat "$OUTPUT_DIR/security-report.json" | jq '.critical_issues')
if [ "$SECURITY_CRITICAL" -gt 0 ]; then
  echo "🚨 Critical security issues found!"
  cat "$OUTPUT_DIR/security-report.json" | jq '.critical_issues[]'
  exit 1
fi

# STAGE 11: Documentation Generation
echo "[11/12] Generating documentation..."
cat > "$OUTPUT_DIR/FEATURE-DOCUMENTATION.md" <<EOF
# Feature Documentation: $FEATURE_SPEC

## Overview
$(cat "$OUTPUT_DIR/research.md" | head -10)

## Architecture
![Architecture Diagram](architecture-diagram.png)

## Implementation
[Code location and structure]

## Usage
[Usage examples]

## Testing
- Test Coverage: $(cat "$OUTPUT_DIR/test-results.json" | jq '.coverage_percent')%
- Tests Passing: $(cat "$OUTPUT_DIR/test-results.json" | jq '.all_passed')

## Quality Metrics
- Quality Score: $(cat "$OUTPUT_DIR/style-report.json" | jq '.quality_score')/100
- Security Issues: 0 critical

---
🤖 Generated with Claude Code Complete Feature Development
EOF

# STAGE 12: Production Readiness Check
echo "[12/12] Final production readiness check..."
TESTS_PASSED=$(cat "$OUTPUT_DIR/test-results.json" | jq '.all_passed')
QUALITY_SCORE=$(cat "$OUTPUT_DIR/style-report.json" | jq '.quality_score')
SECURITY_OK=$([ "$SECURITY_CRITICAL" -eq 0 ] && echo "true" || echo "false")

if [ "$TESTS_PASSED" = "true" ] && [ "$QUALITY_SCORE" -ge 85 ] && [ "$SECURITY_OK" = "true" ]; then
  echo "✅ Production ready!"

  # Create PR if requested
  if [ "${CREATE_PR:-true}" = "true" ]; then
    echo "Creating pull request..."
    # Copy implementation to target directory
    cp -r "$OUTPUT_DIR/implementation/"* "$TARGET_DIR/"

    # Git operations
    git add .
    git commit -m "feat: $FEATURE_SPEC

🤖 Generated with Claude Code Complete Feature Development

## Quality Metrics
- ✅ All tests passing
- ✅ Code quality: $QUALITY_SCORE/100
- ✅ Security: No critical issues
- ✅ Test coverage: $(cat "$OUTPUT_DIR/test-results.json" | jq '.coverage_percent')%

## Documentation
See $OUTPUT_DIR/FEATURE-DOCUMENTATION.md

Co-Authored-By: Claude <noreply@anthropic.com>"

    # Create PR
    gh pr create --title "feat: $FEATURE_SPEC" \
      --body-file "$OUTPUT_DIR/FEATURE-DOCUMENTATION.md"
  fi
else
  echo "⚠️ Not production ready - review issues"
  exit 1
fi

echo ""
echo "================================================================"
echo "Feature Development Complete!"
echo "================================================================"
echo ""
echo "Artifacts in: $OUTPUT_DIR/"
echo "- Research: research.md"
echo "- Architecture: architecture-design.md"
echo "- Diagrams: *.png"
echo "- Implementation: implementation/"
echo "- Tests: test-results.json"
echo "- Documentation: FEATURE-DOCUMENTATION.md"
echo ""

Integration Points

Cascades

• Standalone complete workflow
• Can be part of

  /sprint-automation

  cascade
• Used by

  /feature-request-handler

  cascade

Commands

• Uses:

  /gemini-search

  ,

  /gemini-megacontext

  ,

  /gemini-media

• Uses:

  /codex-auto

  ,

  /functionality-audit

  ,

  /style-audit

• Uses:

  /theater-detect

  ,

  /security-scan

• Uses:

  /swarm-init

  ,

  /auto-agent

Other Skills

• Invokes:

  quick-quality-check

  ,

  smart-bug-fix

  (if issues found)
• Output to:

  code-review-assistant

  ,

  documentation-generator

Usage Example

# Develop complete feature
feature-dev-complete "User authentication with JWT and refresh tokens"

# Feature with custom target
feature-dev-complete "Payment processing integration" src/payments/

# Feature without PR
feature-dev-complete "Dark mode toggle" --create-pr false

Failure Modes

• Research insufficient: Escalate to user for more context
• Tests fail after iterations: Manual intervention required
• Security issues critical: Block deployment, escalate
• Quality score too low: Run additional polish iterations
• Architecture unclear: Request user input on design decisions