--- name: synthesize-insights description: Combine multiple insights into coherent narrative automation: autonomous --- # Synthesize Insights Combine multiple insights or permanent notes into a coherent narrative, framework, or argument. Discovers patterns and connections across disparate ideas. ## Usage ``` /synthesize-insights ``` ## Parameters - **note names**: List of specific notes to synthesize - Comma-separated: "[[Note A]], [[Note B]], [[Note C]]" - Or topic cluster: "All notes about dopamine and AI" - Or theme: "Buddhism and neuroscience connections" ## Examples ### Synthesize Specific Notes ``` /synthesize-insights [[AI adoption bottleneck is psychological]], [[Professional identity creates AI resistance]], [[Belief is a way to deal with Uncertainty]] ``` ### Synthesize Topic Cluster ``` /synthesize-insights All notes connecting dopamine, social media, and AI ``` ### Synthesize Theme ``` /synthesize-insights Buddhism-neuroscience-AI triangle ``` ## Workflow 1. **Gather Notes** - If specific notes listed: Retrieve those notes - If topic/theme: Use /recall or Local Brain Search to find cluster - **read role by mode** (contract: `scope-mount`): - pattern-finding / "what patterns emerge" → **reasoning**: `BRAIN_READ_SCOPE=core,Books,document-insights resources/local-brain-search/run_search.sh "" --mode spreading --limit 10 --json` - "summarize MY thoughts on X" → **voice**: `BRAIN_READ_SCOPE=core resources/local-brain-search/run_search.sh "" --mode spreading --limit 10 --json` - in either mode a `Books/` or `Document Insights/` note is encountered material and is labelled as such in the synthesis - Aim for 5-10 notes minimum 2. **Find Patterns** - Identify common themes - Discover non-obvious connections - Note contradictions or tensions - Find consilience zones (multiple perspectives converging) 3. **Build Narrative** - Structure: Pattern → Evidence → Implications - Show how insights relate and build on each other - Highlight emergent understanding - Suggest frameworks or models 4. **Output Synthesis** - Coherent narrative (3-5 paragraphs) - Pattern description - Supporting evidence from notes - Implications and applications - Suggested next steps or questions ## Output Format ``` 🔗 Synthesis: [Topic/Theme] **Pattern Identified:** [Description of overarching pattern or framework emerging from notes] **Key Connections:** 1. [Connection 1]: [[Note A]] + [[Note B]] [How these notes relate and what emerges] 2. [Connection 2]: [[Note C]] + [[Note D]] + [[Note E]] [Multi-way connection and emergent insight] 3. [Connection 3]: [[Note F]] ↔ [[Note G]] [Bidirectional or tension between notes] **Emergent Understanding:** [What new insight emerges from synthesizing these notes that wasn't obvious in any single note] **Implications:** - [Implication 1 for thinking/practice] - [Implication 2 for content/frameworks] - [Implication 3 for future exploration] **Suggested Applications:** - Article topic: "[Potential article title]" - Framework: "[Potential framework name]" - Research direction: "[Area to explore further]" 📝 Synthesized Notes: - [[Note 1]] - Role in synthesis - [[Note 2]] - Role in synthesis - [[Note 3]] - Role in synthesis [...] ``` ## Use Cases ### 1. Article Development ``` User: "I want to write about AI and psychology" /synthesize-insights AI adoption psychological barriers cluster # Output: Synthesized narrative showing how notes connect # → Use as article foundation ``` ### 2. Framework Creation ``` User: "Help me create a framework for AI resistance" /synthesize-insights [[AI adoption bottleneck]], [[Professional identity]], [[Dopamine reinforcement]], [[Belief systems]] # Output: Framework showing how psychological factors interact # → Visualize in diagram or model ``` ### 3. Connection Discovery ``` User: "How do my Buddhism notes relate to AI?" /synthesize-insights Buddhism and AI connections # Output: Non-obvious bridges between ancient wisdom and digital intelligence # → Potential contrarian article angle ``` ### 4. Content Planning ``` User: "What content can I create from my dopamine notes?" /synthesize-insights All dopamine-related notes # Output: Multiple synthesis narratives # → Suggests 3-5 article topics or video series ``` ## Quality Indicators High-quality synthesis: ✅ Identifies non-obvious patterns ✅ Shows connections between 5-10+ notes ✅ Produces emergent understanding ✅ Suggests practical applications ✅ Highlights tensions or contradictions ✅ Creates actionable frameworks Low-quality (try different notes): ❌ Only surface-level connections ❌ No emergent insight ❌ Obvious or generic patterns ❌ Doesn't inspire new thinking ## Advanced Techniques ### Multi-Domain Synthesis ``` /synthesize-insights Notes connecting Buddhism, neuroscience, and AI agent design ``` Reveals consilience - where independent domains converge on same truth ### Temporal Synthesis ``` /synthesize-insights Evolution of my thinking on AI from 2024 to 2025 ``` Shows how perspectives change over time ### Contrarian Synthesis ``` /synthesize-insights Notes that challenge conventional AI wisdom ``` Gathers all contrarian perspectives for provocative content ### Problem-Solution Synthesis ``` /synthesize-insights Problem: AI adoption barriers + Solutions from psychology and Buddhism ``` Connects problem notes with solution notes from different domains ## Integration with Other Commands ``` # Synthesis → Article workflow /synthesize-insights Dopamine, social media, AI cluster # → Get synthesis with connections # → Use in /create-article skill # Synthesis → Connections workflow /synthesize-insights AI notes /find-connections [synthesized theme] # → Discover even more connections # Synthesis → Video series workflow /synthesize-insights Buddhism-AI connections # → Extract 3-5 narratives # → a content agent creates video series from each ``` ## Notes - Best with 5-10+ notes for rich synthesis - Looks for non-obvious connections semantic search might miss - Produces frameworks and models, not just summaries - Ideal for article planning and content strategy - Cost: ~$0.30-0.50 depending on number of notes - Can be called by a content agent for content ideation ## Future Enhancements - Auto-suggest synthesis clusters - Visual network diagrams - Multi-layered synthesis (synthesis of syntheses) - Export as Mermaid diagram - Track synthesis quality over time ## State Dependencies | Source | Location | Read | Write | Description | |--------|----------|------|-------|-------------| | Brain notes | `Brain/**/*.md` | X | | Permanent notes, AI insights, Document insights | | Local Brain Search | `resources/local-brain-search/` | X | | Semantic search for topic clusters | | MOCs | `Brain/03-MOCs/` | X | | Map of Content for thematic organization | ## Completion Checklist - [ ] Notes gathered (5-10+ for rich synthesis) - [ ] Common themes identified - [ ] Non-obvious connections discovered - [ ] Contradictions or tensions noted - [ ] Emergent understanding articulated - [ ] Pattern → Evidence → Implications structured - [ ] Practical applications suggested - [ ] Cited notes listed with their role