renku-pick-workflow

name	renku-pick-workflow
description	Pick the right Renku workflow, producers, providers, and model configurations for generation tasks. Use when choosing between text-to-video, image-to-video, start/end-frame, reference-to-video, multi-shot, talking-head, lipsync, image edit/compose, TTS, music, or composition workflows, especially for capability-rich models like Seedance, Kling, Veo, Wan, or LTX.

Renku Pick Workflow

Choose the workflow first, then the producer contract, then the model.

Decision Order

1. Identify the needed media and control mode: text, image anchor, start/end frames, references, multi-shot, native audio, TTS, talking head, composition, export.
2. Inspect catalog producer contracts and mappings. A model is usable only if the active producer exposes the needed inputs and maps to that model.
3. Read provider model files for exact model IDs and pricing. Never rely on memory.
4. Return concrete producer IDs and models: entries for the input template or build inputs.
5. Hand off to renku-write-prompts for model-workflow-specific prompt text.
6. Hand off to renku-audit-conditions if the selected workflow introduces optional branches.

Critical Rule

Vendor capability is not enough. The current Renku producer contract must expose the needed capability. If a vendor supports video references but the chosen producer only exposes image references, do not write or plan video-reference prompts.

Output Format

Return recommendations in this shape:

models:
  - model: <exact-catalog-model-name>
    provider: <provider>
    producerId: <blueprint-producer-id>

Include any required model config explicitly. Do not invent defaults to keep going.

References

• Read references/producer-workflow-reference.md when selecting concrete workflow shapes and producer contracts.
• Read references/model-family-execution-patterns.md when deciding whether a model family changes graph topology rather than only prompt text.
• Read references/workflow-decision-tree.md for producer/workflow selection.
• Read references/model-contract-checklist.md before committing a model choice.
• Read references/seedance-workflows.md for Seedance-specific workflow implications.
• Read references/kling-workflows.md for Kling-specific workflow implications.