Individual skill
stability-ai-image
Operate Stability AI image generation, image-to-image, edit, control, background, and upscale APIs safely and reproducibly. Use when selecting or calling Stable Image Ultra, Core, Stable Diffusion 3.5, v2beta image edit/control services, or Stability open-weight image models; when debugging schemas, moderation, rate limits, cost, lifecycle, licenses, privacy, provenance, or migrations; and when planning production QA for Stability-generated images.
skills/providers/image-generation/stability-ai-image/SKILL.md
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- Last checked
- Nov 11, 2026
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- Repository last updated
- Jul 14, 2026
- License
- MIT
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# Stability AI Image Production
Use this skill to choose the correct Stability AI image surface, make schema-correct calls, preserve production evidence, and avoid confusing the hosted API with self-hosted weights.
## Evidence legend and freshness
- **Documented** means stated by a linked first-party Stability AI source or the live first-party OpenAPI document.
- **Inference** means a conclusion drawn from documented behavior; verify it when the consequence matters.
- **Production heuristic** means operational advice, not a provider guarantee.
- Volatile API facts in this skill were verified **2026-07-09**. Re-check the [API reference](https://platform.stability.ai/docs/api-reference), [pricing](https://platform.stability.ai/pricing), and [release notes](https://platform.stability.ai/docs/release-notes) before committing spend or shipping a long-lived integration.
## Route the job before writing a prompt
1. Decide between hosted and self-hosted execution.