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/visual-prompt-forge

Generate model-specific prompts from shots.json. Outputs copy-paste-ready prompts for stills (Midjourney, Flux, Ideogram, GPT Image, Nano Banana, Seedream) and motion video (Kling, Veo, Seedance, Hailuo). Also runs a revision mode that reads a critique.json and re-emits prompts

shell
$ npx -y skills add whystrohm/shotkit --skill visual-prompt-forge --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/visual-prompt-forge
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Generate model-specific prompts from shots.json. Outputs copy-paste-ready prompts for stills (Midjourney, Flux, Ideogram, GPT Image, Nano Banana, Seedream) and motion video (Kling, Veo, Seedance, Hailuo). Also runs a revision mode that reads a critique.json and re-emits prompts
Ships withshotkit

The pre-production system we use to ship hundreds of videos a month. Open-sourced.

Get the whole plugin, auto-invoked
Stats
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Active
Maintenance
Python
Language
Apache-2.0
License
5d ago
Last commit
2mo ago
Created

Repo: whystrohm/shotkit