Projects

async def orchestrate_animation_generation(prompt: str):
    """Multi-agent orchestration for Manim video generation"""
    
    # Phase 1: Concept extraction with specialized agent
    concept_agent = ConceptExtractionAgent(
        model="gpt-4",
        math_knowledge_base=self.kb
    )
    concepts = await concept_agent.extract(prompt)
    
    # Phase 2: Parallel script generation with retry logic
    script_tasks = []

#!/bin/bash
# Hook-based autonomous continuation mechanism

# Check all PROGRESS_TRACKER.md files for remaining tasks
find "$PROJECT_DIR/projects/active" -name "PROGRESS_TRACKER.md" | while read tracker; do
    remaining=$(grep -c "\[ \]" "$tracker" 2>/dev/null || echo 0)
    total_remaining=$((total_remaining + remaining))
done

if [ "$total_remaining" -gt 0 ]; then
    echo "Implementation incomplete: $total_remaining tasks remain" >&2
    echo "Continue implementing. BE AGGRESSIVE ABOUT UPDATING PROGRESS_TRACKER.md"