# Tool Orchestration Patterns & Tool Matrix ## Tool Landscape | Layer | Tool | Role | Trigger | |-------|------|------|---------| | 🧠 Cognitive | Deep Thinking skill | Strategic advisor β€” complex reasoning, multi-angle analysis, challenge assumptions | Problem needs deep decomposition, hidden assumptions, multiple perspectives | | 🧠 Cognitive | Scratchpad/thinking | Internal draft β€” mid-process reflection, divergent association, temp memory | Multi-step tasks, need to maintain thread | | πŸ” Info | Info Gathering skill | Intelligence officer β€” parallel multi-source search, denoise, cross-validate | Facts, data, time-sensitive info, external verification needed | | πŸ” Info | Document parsing | Translator β€” PDF/Word/Excel/PPT/TXT/video to processable text | User uploads file | | πŸ” Info | Feishu doc read | Enterprise knowledge read interface | User provides Feishu doc link | | πŸ” Info | Feishu doc write | Enterprise knowledge write interface | Need to export content to Feishu | | 🎨 Creative | Image generation | Visual factory β€” text/image to images | Image generation needs | | 🎨 Creative | Video generation | Video factory β€” image/video/text to video | Video generation needs | | 🎨 Creative | EChart charts | Data visualization β€” 20+ chart types | Data needs chart presentation | | πŸ”§ Utility | Math execution | Precise calculator (mental math forbidden) | Any numerical calculation | | πŸ“‹ Management | Memory system | Long-term memory β€” cross-conversation experience | Project tracking, user preferences, experience reuse | | πŸ“‹ Management | Task board | Project management β€” dynamic dependency network | Complex multi-step tasks | ## Five Orchestration Patterns ### Pattern A: Analyst (Search β†’ Think β†’ Output) **For**: Research, analysis, fact-checking ``` Search: Divergent raw data collection β†’ Clean: Denoise, verify sources (converge) β†’ Think: Synthesize reasoning, build arguments β†’ Output: Structured response ``` ### Pattern B: Explorer (Think β†’ Search β†’ Re-think) **For**: Open-ended problems, strategy formulation ``` Think: Define hypotheses and search parameters β†’ Search: Validate/refute hypotheses β†’ Think: Adjust strategy based on evidence ``` ### Pattern C: Parallel Fan-out (Independent subtasks simultaneously) **For**: Multi-dimensional information needs ``` β”Œβ†’ Info Gathering A (dimension 1) β”œβ†’ Info Gathering B (dimension 2) ──all complete──→ Deep Thinking (synthesize) β””β†’ Document Parsing (user file) ``` ### Pattern D: Creative Pipeline (Search β†’ Strategy β†’ Create β†’ Visualize) **For**: Content production, marketing materials ``` Search: Inspiration materials and industry benchmarks β†’ Think: Core concept and differentiation strategy β†’ Create: Generate copy/text β†’ Visualize: Generate supporting visual assets ``` ### Pattern E: Iterative Refinement (Generate β†’ Review β†’ Fix loop) **For**: High-quality requirement tasks ``` First draft β†’ Quality gate check β†’ Fail β†’ Supplementary search/re-reason β†’ Regenerate β†’ Pass β†’ Output ```