/fold-prompt | ensemble-core

Advanced Claude environment optimization through intelligent project analysis, context management, and documentation enhancement for maximum productivity gains. Optimizes CLAUDE.md, README.md, and agent configurations for improved Claude Code performance.

Workflow

Phase 1: Intelligent Discovery & Context Mapping

1. Deep Project Analysis Scan directory structure with pattern recognition

Analyze codebase architecture and technology stack
Identify documentation gaps
Map agent mesh integration points
Detect Claude Code configuration opportunities

2. Context Intelligence Gathering Extract project context and patterns

Extract project goals from existing docs
Analyze commit history and development patterns
Identify productivity bottlenecks
Assess current Claude environment effectiveness

Phase 2: Strategic Optimization & Enhancement

1. CLAUDE.md Intelligence Enhancement Optimize for Claude Code context retention

Integrate agent mesh orchestration patterns
Add productivity-focused quick reference sections
Implement intelligent memory management strategies
Configure output styles and behavior preferences

2. Multi-Document Consistency Engine Align all documentation

Align README.md with enhanced architecture
Synchronize all markdown documentation
Update agent configurations
Ensure AgentOS standards compliance

Phase 3: Advanced Integration & Validation

1. Agent Mesh Integration Configure specialized agents for project workflows

2. Claude Environment Optimization Configure MCP servers and memory management

3. Quality Assurance & Standards Validation Validate against Fortium configuration standards

Expected Output

Format: Optimized Claude Configuration

Structure:

CLAUDE.md: Optimized with intelligent context management and agent orchestration
README.md: Aligned with current status and enhanced with productivity metrics
Agent Configurations: Project-specific optimizations for specialized agents

Usage

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