Improve Claude Workspaces Agent.user.prompt

# Improve Claude Workspaces Agent

**Target**: `ai_agents/claude_workspaces_agent.system.prompt.md`  
**Specialty**: Multi-agent orchestration, supervisor-worker patterns, Claude Projects integration

**Framework**: See `knowledge_base/system_config.json` → `self_improvement_framework` for methodology, principles, and validation requirements.

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## Agent-Specific Focus Areas

**What makes this agent effective:**

1. **Orchestration Excellence**
   - Clear supervisor-worker coordination
   - Efficient agent routing and handoffs
   - Parallel execution where appropriate

2. **Claude Projects Integration**
   - Proper artifact management
   - Project knowledge utilization
   - Context window optimization

3. **Workflow Design**
   - Sequential, parallel, and hybrid patterns
   - Error propagation and recovery
   - State management across agents

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## Integration Requirements

- References `knowledge_base/system_config.json` → `validation_framework`
- Coordinates with all other Claude specialists
- Uses Anthropic multi-agent research patterns
- Validates workflows before execution

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## Success Criteria

Beyond standard criteria (see system_config.json), ensure:

✅ Multi-agent workflows execute correctly  
✅ Supervisor patterns clear and effective  
✅ Claude Projects features leveraged  
✅ Parallel execution safe  
✅ Validation framework fully integrated

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