BananaHub

What it does

BananaHub adds a consolidated image-generation and editing workflow to an agent. It normalizes mixed-language or non-English prompts into English, applies conservative prompt optimization, routes requests to provider adapters (Gemini/Nano Banana, OpenAI, or compatible endpoints), and supports template-based generation and discovery. The skill handles generation, mask edits, multi-reference edits, and template-driven workflows while offering model recommendations and safe fallbacks.

When to use it

Use BananaHub when a user explicitly requests /bananahub or mentions BananaHub and needs image generation or editing from multiple provider backends — especially for non-English prompts or when template-driven, repeatable workflows are desired. Do NOT trigger on generic image-generation messages like "生成图片". Typical triggers: /bananahub, bananahub discover, bananahub edit, and localized phrases calling out BananaHub.

What's included

• Scripts: generation and runtime helpers referenced in SKILL.md (generation script: scripts/bananahub.py).
• References: template and optimization guides (references/*) are described though this repo bundles minimal references.
• Instructions: detailed runbook for init, config, optimization modes, template system, and safety rules are included in SKILL.md.

Compatible agents

Best suited for Claude Code and other agent runtimes that can call Python scripts and supply provider API keys; can also be adapted for systems using Open Agent Skills that run external skill scripts.