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SiftCoder

Autonomous Multi-Agent Coding Workflows for Claude Code

SiftCoder is the most comprehensive AI-powered software engineering assistant for Claude Code. It provides 90+ specialized commands across development, testing, documentation, security, debugging, and Salesforce-specific workflows.

BUILD new projects, MAINTAIN existing code safely, DOCUMENT everything, IDEATE new features, SECURE your code, TEST intelligently, REVIEW automatically, DEBUG faster, REFACTOR safely, OPTIMIZE performance, MIGRATE seamlessly, EXPLORE "what-if" scenarios, PREDICT developer intent, ANALYZE change impact, and more - all with specialized AI agents that plan, code, review, and fix automatically.

🌟 Why SiftCoder?

Unlike Any Other Plugin

SiftCoder isn't just a collection of commands—it's a revolutionary approach to AI-assisted development that combines:

• 🤖 Multi-Agent Architecture: Specialized AI agents (Planner, Coder, Investigator, Documenter, QA Reviewer, QA Fixer) collaborate on your tasks
• 🔄 Autonomous Workflows: Plan → Code → Review → Fix cycles run automatically while you focus on what matters
• 🛡️ Smart Boundaries: Protect your codebase with scoped file modifications—only what you approve gets changed
• 💾 Session Persistence: Pause, resume, and handoff between sessions with full context preservation
• 🔮 Novel AI Features: Rubber duck debugging, ghost mode for "what-if" exploration, predictive intent, and more

Built for Real Development

SiftCoder handles real-world complexity that other tools can't:

• Legacy codebases with thousands of files
• Salesforce development (Apex, LWC, schemas, deployment)
• Security scanning (OWASP Top 10, secrets, dependencies)
• Performance optimization and profiling
• Test generation with mutation testing
• Architecture diagrams and documentation

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Table of Contents

• Features
• Documentation
• Installation
  • Method 1: Git Clone (Recommended)
  • Method 2: Direct Plugin Load
  • Method 3: Local Marketplace
  • Method 4: Manual Installation
• Quick Start
• Core Concepts
  • Multi-Agent System
  • Autonomous Workflows
  • Safety & Boundaries
  • State Persistence
• Complete Command Reference
  • BUILD Workflow
  • MAINTAIN Workflow
  • DOCUMENT Workflow
  • UNDERSTAND Workflow
  • ANALYZE Workflow
  • SECURE Workflow
  • TEST Workflow
  • REVIEW Workflow
  • DEBUG Workflow
  • REFACTOR Workflow
  • API Workflow
  • PERF Workflow
  • MIGRATE Workflow
  • LEARN Workflow
  • MONITOR Workflow
  • COMPLY Workflow
  • INTEGRATE Workflow
  • AUTONOMOUS Workflow
  • WORKFLOW CONTROL
  • SESSION & STATE
  • COST & EFFICIENCY
  • CREATIVE & NOVEL
  • SALESFORCE DEVELOPMENT
• Configuration
• Progressive Enhancement
• Troubleshooting
• License

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📖 Documentation

Comprehensive documentation is available in the documentation/ folder with multiple navigation paths: