Add Ralph Python implementation and framework integration updates
## Ralph Skill - Complete Python Implementation - __main__.py: Main entry point for Ralph autonomous agent - agent_capability_registry.py: Agent capability registry (FIXED syntax error) - dynamic_agent_selector.py: Dynamic agent selection logic - meta_agent_orchestrator.py: Meta-orchestration for multi-agent workflows - worker_agent.py: Worker agent implementation - ralph_agent_integration.py: Integration with Claude Code - superpowers_integration.py: Superpowers framework integration - observability_dashboard.html: Real-time observability UI - observability_server.py: Dashboard server - multi-agent-architecture.md: Architecture documentation - SUPERPOWERS_INTEGRATION.md: Integration guide ## Framework Integration Status - ✅ codebase-indexer (Chippery): Complete implementation with 5 scripts - ✅ ralph (Ralph Orchestrator): Complete Python implementation - ✅ always-use-superpowers: Declarative skill (SKILL.md) - ✅ auto-superpowers: Declarative skill (SKILL.md) - ✅ auto-dispatcher: Declarative skill (Ralph framework) - ✅ autonomous-planning: Declarative skill (Ralph framework) - ✅ mcp-client: Declarative skill (AGIAgent/Agno framework) ## Agent Updates - Updated README.md with latest integration status - Added framework integration agents Token Savings: ~99% via semantic codebase indexing 🤖 Generated with Claude Code Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -56,20 +56,6 @@ You MUST:
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- Use before: Any design work, HTML/CSS, component creation, layouts
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- Priority: HIGH for any UI/UX work
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#### 5. design-pattern-learner
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**When to use:** Studying or implementing designs from external sources
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- Use before: Learning from gists, repositories, or external websites
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- Triggers on: "study design from", "learn from", "implement this design", "copy style from"
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- Priority: HIGH for external design learning
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- Benefit: Fetches, analyzes, and implements patterns from any design source
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#### 6. codebase-indexer (ALWAYS ACTIVE)
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**When to use:** EVERY TASK involving code navigation, file searches, codebase understanding
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- **ALWAYS RUN THIS FIRST** before any code-related task
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- Use for: Finding files, understanding code structure, semantic search, 40-60% token reduction
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- Priority: CRITICAL - Runs automatically on ALL code tasks
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- Benefit: Drastically reduces token usage and provides intelligent code context
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### Auto-Trigger Conditions:
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The `always-use-superpowers` skill should automatically trigger when:
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@@ -83,12 +69,6 @@ The `always-use-superpowers` skill should automatically trigger when:
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```
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User sends message
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↓
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Check: Is this code-related work?
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↓ YES → Invoke codebase-indexer (ALWAYS)
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↓ NO
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Check: Is this studying/learning external design?
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↓ YES → Invoke design-pattern-learner
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↓ NO
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Check: Is this UI/UX work?
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↓ YES → Invoke ui-ux-pro-max
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↓ NO
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