Image Batch Runner

Runs batched image generation for short-form video work when your personas and shot lists are already locked. It hits hosted image APIs with normalized requests, saves the raw responses, stores local assets, and keeps full manifest records so you can QA consistency across videos or trace what prompt produced which first-frame candidate. Defaults to 9:16 vertical at medium quality with async polling. The execution boundary is strict: it won't make creative strategy calls or guess missing inputs, and it expects you to ground every request in a benchmark-backed persona lock and explicit source basis. Useful when you've moved past ideation and need repeatable, traceable image runs tied to real project folders.

skills.sh installs: 1K
GitHub stars: 27
last updated: Aug 21, 2026

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Install

$ npx -y skills add postplusai/postplus-skills --skill image-batch-runner --agent claude-code

Installs into .claude/skills of the current project.

Files

Image Batch Runner

Use When

Persona, concept, or shot inputs already exist and the next step is a hosted image generation or reference-based edit run.
The output must include local image files plus durable request, response, and manifest records for later QA or video rendering.

Do Not Use When

The task belongs to ideation, QA, or another released skill listed in the handoff section.
Required inputs are missing and guessing would change the result.
Creative classification, model/reference policy, or storyboard logic is still unresolved. Use image-generation first.

SKILL.md on GitHub

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