Installable skillMIT

Multimodal Orchestration

Coordinating text, image, voice, and tool-use modalities in a single interaction.

BY wanghaishengUPDATED Oct 27, 2026
INTENDED FOR✳Claude Code↗Cursor◎ChatGPTInstall in a listed agent.

instructions.md

---
name: multimodal-orchestration
description: Coordinating text, image, voice, and tool-use modalities in a single interaction.
---
# Multimodal Orchestration
AI interactions increasingly span multiple modalities — text, images, voice, code, tools, and structured data. Designing how these modalities work together is orchestration.
## Modality Selection
Each modality has strengths:
- **Text**: Precise, editable, referenceable. Best for instructions, explanations, and nuanced content.
- **Image**: Spatial, holistic, immediate. Best for layouts, diagrams, and visual concepts.
- **Voice**: Natural, hands-free, emotional. Best for conversational flow and accessibility.
- **Code**: Executable, precise, verifiable. Best for technical specifications and automation.
- **Structured data**: Tables, forms, JSON. Best for comparison, configuration, and data entry.
- **Tool use**: Actions in external systems. Best for execution, not just generation.
The designer decides which modality the AI uses for each part of a response — and which modality the user uses for each input.
## Cross-Modal Transitions
When the interaction switches modalities, design the transition:
- **Text to image**: "Here's what that layout could look like" — the AI generates a visual from a text description
- **Image to text**: The user uploads a screenshot, the AI describes or critiques it
- **Text to tool**: The AI writes a plan, then executes it via tool use
- **Voice to text**: Spoken conversation captured and summarised as structured notes
Transitions should feel seamless. The user shouldn't have to manually switch modes.
## Modality Conflicts
Sometimes modalities compete:
- Text says one thing, the image shows another
- Voice tone contradicts text content
- Structured output doesn't match the conversational context
Design for consistency across modalities. Establish a primary modality for each interaction type and treat others as supporting.
## Design Artefacts
- Modality maps showing which modality is used at each interaction point
- Cross-modal transition specifications
- Input/output modality matrices per feature
- Fallback definitions when a modality is unavailable
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.