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bananahub-ai/bananahub-skill

Agent-native Gemini image skill for Claude Code. Distills official best practices into conservative prompt optimization and reusable BananaHub templates.

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Individual skills in this repository

bananahub /

How it works

bananahub

When your agent uses it

Agent-native image workflow and optional prompt optimizer for `/bananahub` and generic agent image generation requests. Normalizes non-English prompts into English by default, generates or edits images across Gemini/Nano Banana, OpenAI GPT Image, chat-compatible routes, and Codex/host-native image tools when available, discovers or uses BananaHub templates, and captures successful multi-turn image iterations as reusable workflow templates. Explicit `/bananahub` requests execute the BananaHub workflow. Requests like "把刚才的调图流程沉淀成模板", "save this image workflow", or "capture workflow" should use the capture-workflow flow. Generic requests like "生成图片", "画一个", "create an image", or "edit this image" should load BananaHub as an optimization advisor: ask whether to optimize/template-route the prompt before generation, then continue with the user's chosen image channel.

What it loads into context

Frontmatter

282 tokens

Always available to the agent

SKILL.md

6,783 tokens

When the skill is activated

Reference documents

61,759 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Quick Start
Key Paths
First-Run Detection
Runtime Mode Layers
Implicit Image Request Flow
Command Routing
Three Optimization Modes
Prompt Optimization Summary
Image Generation Flow
Image Editing Flow
Iteration Guide
Template System Summary
Safety Rules

Scripts executed separately

scripts/bananahub.py
scripts/config_store.py
scripts/providers/__init__.py
scripts/providers/chatgpt_compatible.py
scripts/providers/common.py
scripts/providers/gemini.py
scripts/providers/openai_images.py
scripts/runtime_config.py
scripts/validate_templates.py
tests/test_chatgpt_compatible.py
tests/test_config_store.py
tests/test_generate_retry.py
tests/test_onboarding_config.py
tests/test_openai_images.py
tests/test_provider_common.py
tests/test_runtime_config.py

Files

.gitignoreasset324 bytes
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Read SKILL.md


# BananaHub

Generate or edit images from non-English or mixed-language requests inside one `/bananahub` workflow. GPT Image 2 through an OpenAI-compatible image endpoint is the default provider path; user-configured Gemini/Nano Banana, OpenAI official, Vertex, chat-compatible paths, and Codex/host-native image tools are preserved. BananaHub keeps prompt optimization, conservative enhancement, model fallback, image editing, template use, and BananaHub discovery in a single skill instead of splitting them across separate installs.

When BananaHub is loaded implicitly for a generic agent image request, act as a lightweight optimization layer first. Do not silently take over generation: ask whether the user wants BananaHub to optimize the prompt before the image tool runs, then respect the answer.

## Quick Start

- Install via Open Agent Skills: `npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub`
- Install in Claude Code directly: `claude skill install https://github.com/bananahub-ai/bananahub-skill`
- Run setup once: `/bananahub init`
- Test a host-native image tool such as Codex built-in image generation: `/bananahub test-host-imagegen`
- Generate from a natural-language request: `/bananahub 一只橘猫趴在键盘上打盹`
- Edit an image: `/bananahub edit 把背景换成海滩 --input photo.png`

View the complete source on GitHub

Skills included

bananahub

Repository facts

License: MIT
Created: Mar 6, 2026
Last pushed: May 17, 2026
Forks: 0
Open issues: 0
Project activity: Slowing

Before you install

Local scripts

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Checked Nov 5, 2026

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No broad tool permissions
No dangerous shell commands
212 network referencesin 21 files: tests/test_config_store.py:36 references/official-sources.md:11 tests/test_openai_images.py:117 and 18 more
2 obfuscation signalsin 2 files: scripts/providers/chatgpt_compatible.py:106 scripts/providers/openai_images.py:126
2 instruction override signalsin 1 file: references/prompt-guide.md:108
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"models": [{ "name": "gemini-3-pro-image-preview", "quality": "best" }],       "samples": [{         "url": "https://raw.githubusercontent.com/user-a/bananahub-infographics/main/samples/sample-01.jpg",

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"url": "https://raw.githubusercontent.com/user-a/bananahub-infographics/main/samples/sample-01.jpg",

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|------|---------|--------| | `bananahub` (npm) | CLI tool | ✅ Built at `/home/coder/project/nano-banana-hub/bananahub/` | | `bananahub-ai.github.io` | Hub static site | ✅ Live at `https://bananahub.ai` |

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| `bananahub` (npm) | CLI tool | ✅ Built at `/home/coder/project/nano-banana-hub/bananahub/` | | `bananahub-ai.github.io` | Hub static site | ✅ Live at `https://bananahub.ai` | | `bananahub-api` | Cloudflare Worker for install tracking | ✅

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| `bananahub-ai.github.io` | Hub static site | ✅ Live at `https://bananahub.ai` |

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|---|---|---| | `bananahub`（npm） | CLI | ✅ 已构建，路径：`/home/coder/project/nano-banana-hub/bananahub/` | | `bananahub-ai.github.io` | Hub 静态站点 | ✅ 已上线：`https://bananahub.ai` |

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| `bananahub-ai.github.io` | Hub 静态站点 | ✅ 已上线：`https://bananahub.ai` |

`README.md`

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# Open Agent Skills / skills.sh npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub

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npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub

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# Or install directly in Claude Code claude skill install https://github.com/bananahub-ai/bananahub-skill

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claude skill install https://github.com/bananahub-ai/bananahub-skill

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# Recommended GPT Image gateway profile python3 scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile \   --base-url https://your-openai-compatible-endpoint --api-key <your_key> --model gpt-image-

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# Gemini-compatible relay profile python3 scripts/bananahub.py config quickset --provider gemini-compatible --profile nano --default-profile \   --base-url https://your-gemini-endpoint --api-key <your_key> --model gemini-3-pro-image-preview

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--base-url https://your-gemini-endpoint --api-key <your_key> --model gemini-3-pro-image-preview

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# Chat/completions-compatible image endpoint python3 scripts/bananahub.py config quickset --provider chatgpt-compatible --profile chat --default-profile \   --base-url https://your-chat-endpoint --api-key <your_key> --model gpt-5.4

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--base-url https://your-chat-endpoint --api-key <your_key> --model gpt-5.4

`README.zh-CN.md`

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# Open Agent Skills / skills.sh npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub

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npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub

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# 或直接安装到 Claude Code claude skill install https://github.com/bananahub-ai/bananahub-skill

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# 推荐的 GPT Image 网关 profile python3 scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile \   --base-url https://your-openai-compatible-endpoint --api-key <your_key> --model gpt-image-2

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python3 scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile    --base-url https://your-openai-compatible-endpoint --api-key <your_key> --model gpt-image-2

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# Gemini-compatible 中转 profile python3 scripts/bananahub.py config quickset --provider gemini-compatible --profile nano --default-profile \   --base-url https://your-gemini-endpoint --api-key <your_key> --model gemini-3-pro-image-preview

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--base-url https://your-gemini-endpoint --api-key <your_key> --model gemini-3-pro-image-preview

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# Chat/completions-compatible 图像接口 python3 scripts/bananahub.py config quickset --provider chatgpt-compatible --profile chat --default-profile \   --base-url https://your-chat-endpoint --api-key <your_key> --model gpt-5.4

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--base-url https://your-chat-endpoint --api-key <your_key> --model gpt-5.4

`SKILL.md`

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- Install via Open Agent Skills: `npx skills add https://github.com/bananahub-ai/bananahub-skill --skill bananahub`

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- Install in Claude Code directly: `claude skill install https://github.com/bananahub-ai/bananahub-skill`

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- `python3 {baseDir}/scripts/bananahub.py config show`      - `python3 {baseDir}/scripts/bananahub.py config doctor --json`      - `python3 {baseDir}/scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-

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- `python3 {baseDir}/scripts/bananahub.py config doctor --json`      - `python3 {baseDir}/scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile --base-url https://your-openai-compatible-endpoint -

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- `python3 {baseDir}/scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile --base-url https://your-openai-compatible-endpoint --api-key <key> --model gpt-image-2`

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- `python3 {baseDir}/scripts/bananahub.py config quickset --provider openai-compatible --profile gpt --default-profile --base-url https://your-openai-compatible-endpoint --api-key-stdin --model gpt-image-2`

`references/hub-discovery.md`

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1. Read `https://bananahub.ai/llms.txt` if you have not used BananaHub yet in the current conversation or if you need the latest entry-point guidance

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2. Default to `https://bananahub.ai/catalog-curated.json` for safer recommendations; this includes bundled starter templates and installable official templates from `bananahub-ai/templates`

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3. Use `https://bananahub.ai/catalog.json` when:

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- curated results are weak    - the user explicitly says BananaHub / hub / community / discovered 4. Use `https://bananahub.ai/agent-catalog.md` only as a readable summary when structured fields are not enough

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4. Use `https://bananahub.ai/agent-catalog.md` only as a readable summary when structured fields are not enough

`references/init-guide.md`

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### 1. Gemini API 图像生成文档 - **URL**: https://ai.google.dev/gemini-api/docs/image-generation

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- **URL**: https://ai.google.dev/gemini-api/docs/image-generation

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### 2. Gemini API Imagen Prompt Guide - **URL**: https://ai.google.dev/gemini-api/docs/imagen-prompt-guide

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- **URL**: https://ai.google.dev/gemini-api/docs/imagen-prompt-guide

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### 3. Vertex AI Imagen 编辑 API 语言说明 - **URL**: https://docs.cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api-edit

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- **URL**: https://docs.cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api-edit

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### 4. Google DeepMind Prompt Guide - **URL**: https://deepmind.google/models/gemini-image/prompt-guide/

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- **URL**: https://deepmind.google/models/gemini-image/prompt-guide/

Network accessline 43

### 5. Google Developers Blog — 提示词最佳实践 - **URL**: https://developers.googleblog.com/en/how-to-prompt-gemini-2-5-flash-image-generation-for-the-best-results/

Network accessline 44

- **URL**: https://developers.googleblog.com/en/how-to-prompt-gemini-2-5-flash-image-generation-for-the-best-results/

Network accessline 54

### 6. Nano Banana Pro 提示词技巧 - **URL**: https://blog.google/products-and-platforms/products/gemini/prompting-tips-nano-banana-pro/

Network accessline 55

- **URL**: https://blog.google/products-and-platforms/products/gemini/prompting-tips-nano-banana-pro/

Network accessline 59

### 7. Gemini App 图像生成技巧 - **URL**: https://blog.google/products-and-platforms/products/gemini/image-generation-prompting-tips/

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- **URL**: https://blog.google/products-and-platforms/products/gemini/image-generation-prompting-tips/

Network accessline 64

### 8. Nano Banana 2 (Gemini 3.1 Flash Image) - **URL**: https://deepmind.google/models/gemini-image/flash/

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- **URL**: https://deepmind.google/models/gemini-image/flash/

Network accessline 72

### 9. Vertex AI 图像生成 Prompt 指南 - **URL**: https://docs.cloud.google.com/vertex-ai/generative-ai/docs/image/img-gen-prompt-guide

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- **URL**: https://docs.cloud.google.com/vertex-ai/generative-ai/docs/image/img-gen-prompt-guide

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### 10. Efficient Coder — Gemini Flash Image Prompting Guide - **URL**: https://www.xugj520.cn/en/archives/gemini-2-5-flash-image-prompting-guide.html

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- **URL**: https://www.xugj520.cn/en/archives/gemini-2-5-flash-image-prompting-guide.html

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### 11. DataCamp — Gemini 2.5 Flash Image Complete Guide - **URL**: https://www.datacamp.com/tutorial/gemini-2-5-flash-image-guide

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- **URL**: https://www.datacamp.com/tutorial/gemini-2-5-flash-image-guide

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### 12. eWeek — Best Nano Banana 2 Prompts 2026 - **URL**: https://www.eweek.com/news/best-nano-banana-2-prompts-gemini-3-1-flash-image/

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- **URL**: https://www.eweek.com/news/best-nano-banana-2-prompts-gemini-3-1-flash-image/

`references/prompt-guide.md`

Instruction override signalline 108

- If a detail changes the **look** more than it clarifies the **task**, leave it out - In default mode, when a high-impact addition would materially change style or presentation, surface it as an option and wait for confirmation - In direct

Instruction override signalline 110

- In direct mode, still stay conservative; "direct" means skip confirmation, not invent more

`references/provider-init-design.zh-CN.md`

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- Google Gemini API image generation: https://ai.google.dev/gemini-api/docs/image-generation

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- Google Gen AI SDK for Python: https://googleapis.github.io/python-genai/

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- Gemini API OpenAI compatibility: https://ai.google.dev/gemini-api/docs/openai

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- Gemini partner / gateway integrations: https://ai.google.dev/gemini-api/docs/partner-integration

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- Vertex AI image generation: https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/image-generation

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- Vertex AI API keys: https://cloud.google.com/vertex-ai/generative-ai/docs/start/api-keys

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- Google Cloud ADC: https://cloud.google.com/docs/authentication/application-default-credentials

`references/templates/LICENSE`

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License text: https://creativecommons.org/licenses/by/4.0/

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https://creativecommons.org/licenses/by/4.0/

`scripts/bananahub.py`

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#!/usr/bin/env python3
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SKILL_CONFIG_PATH = runtime_cfg.SKILL_CONFIG_PATH TELEMETRY_STATE_PATH = runtime_cfg.TELEMETRY_STATE_PATH HUB_API_BASE = os.environ.get("BANANAHUB_HUB_API", "https://worker.bananahub.ai/api")

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TELEMETRY_STATE_PATH = runtime_cfg.TELEMETRY_STATE_PATH HUB_API_BASE = os.environ.get("BANANAHUB_HUB_API", "https://worker.bananahub.ai/api") DEFAULT_TEMPLATE_REPO = "bananahub-ai/bananahub-skill"

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return (                 "Check the openai-compatible base_url. Many gateways expect a `/v1` suffix. "                 "For Google's official endpoint, use `https://generativelanguage.googleapis.com/v1beta/openai`."

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"Check the openai-compatible base_url. Many gateways expect a `/v1` suffix. "                 "For Google's official endpoint, use `https://generativelanguage.googleapis.com/v1beta/openai`."             )

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"For Google's official endpoint, use `https://generativelanguage.googleapis.com/v1beta/openai`."

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`scripts/config_store.py`

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endpoint_resolution = {"configured_base_url": base_url, "resolved_base_url": chatgpt_base_url_fn(config)}     elif provider == cfg.PROVIDER_OPENAI:         base_url = config.get("OPENAI_BASE_URL") or "https://api.openai.com/v1"

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base_url = config.get("OPENAI_BASE_URL") or "https://api.openai.com/v1"

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`scripts/providers/init.py`

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`scripts/providers/chatgpt_compatible.py`

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"Content-Type": "application/json",         "Accept": "application/json",         "User-Agent": config.get("BANANAHUB_CHATGPT_USER_AGENT") or "BananaHub/0.1 (+https://bananahub.ai)",

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"Accept": "application/json",         "User-Agent": config.get("BANANAHUB_CHATGPT_USER_AGENT") or "BananaHub/0.1 (+https://bananahub.ai)",     }

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"User-Agent": config.get("BANANAHUB_CHATGPT_USER_AGENT") or "BananaHub/0.1 (+https://bananahub.ai)",

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image_bytes = base64.b64decode(re.sub(r"\s+", "", b64_data))

`scripts/providers/common.py`

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`scripts/providers/gemini.py`

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`scripts/providers/openai_images.py`

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def provider_base_url(config):     return config.get("OPENAI_BASE_URL") or config.get("GOOGLE_GEMINI_BASE_URL") or "https://api.openai.com/v1"

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return config.get("OPENAI_BASE_URL") or config.get("GOOGLE_GEMINI_BASE_URL") or "https://api.openai.com/v1"

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images.append(base64.b64decode(b64_json))

`scripts/runtime_config.py`

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`scripts/validate_templates.py`

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#!/usr/bin/env python3
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`tests/test_chatgpt_compatible.py`

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#!/usr/bin/env python3
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Network accessline 15

def test_markdown_image_extraction():     payload = {"choices": [{"message": {"content": "Here is it: ![cat](https://example.com/cat.png)"}}]}

Network accessline 16

payload = {"choices": [{"message": {"content": "Here is it: ![cat](https://example.com/cat.png)"}}]}

Network accessline 17

assert bananahub._extract_chatgpt_image_reference(payload) == "https://example.com/cat.png"

Network accessline 34

"content": [                         {"type": "text", "text": "done"},                         {"type": "image_url", "image_url": {"url": "https://example.com/result.webp"}},

Network accessline 35

{"type": "text", "text": "done"},                         {"type": "image_url", "image_url": {"url": "https://example.com/result.webp"}},                     ]

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{"type": "image_url", "image_url": {"url": "https://example.com/result.webp"}},

Network accessline 40

]     }     assert bananahub._extract_chatgpt_image_reference(payload) == "https://example.com/result.webp"

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assert bananahub._extract_chatgpt_image_reference(payload) == "https://example.com/result.webp"

`tests/test_config_store.py`

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#!/usr/bin/env python3
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"OPENAI_BASE_URL": "https://example.com/v1",

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"OPENAI_BASE_URL": "https://gateway.example/v1",

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"BANANAHUB_CHATGPT_BASE_URL": "https://chat.example/v1",

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"chatgpt_base_url": "https://example.com/chatgpt-api",

Network accessline 172

assert config["BANANAHUB_PROVIDER"] == "chatgpt-compatible"         assert config["BANANAHUB_CHATGPT_API_KEY"] == "test-key"         assert config["BANANAHUB_CHATGPT_BASE_URL"] == "https://example.com/chatgpt-api"

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assert config["BANANAHUB_CHATGPT_BASE_URL"] == "https://example.com/chatgpt-api"

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"chatgpt_base_url": "https://token.bigfish.space",

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config_store.write_persisted_config(data, config_path=config_path)         os.environ["BANANAHUB_CHATGPT_API_KEY"] = "env-key"         os.environ["BANANAHUB_CHATGPT_BASE_URL"] = "https://old.example/chat"

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Access to secretsline 215
```
[Credential-related source omitted]
```
Access to secretsline 216
```
[Credential-related source omitted]
```
Access to secretsline 217
```
[Credential-related source omitted]
```
Network accessline 226
```
[Credential-related source omitted]
```
Access to secretsline 226
```
[Credential-related source omitted]
```

Network accessline 227

assert config["BANANAHUB_CHATGPT_BASE_URL"] == "https://token.bigfish.space"

Access to secretsline 242
```
[Credential-related source omitted]
```
Access to secretsline 244
```
[Credential-related source omitted]
```
Access to secretsline 260
```
[Credential-related source omitted]
```
Access to secretsline 262
```
[Credential-related source omitted]
```
Network accessline 272
```
[Credential-related source omitted]
```
Network accessline 273
```
[Credential-related source omitted]
```
Access to secretsline 273
```
[Credential-related source omitted]
```

Network accessline 274

"chatgpt_base_url": "https://token.bigfish.space",

Network accessline 281

config_store.write_persisted_config(data, config_path=config_path)         os.environ["BANANAHUB_CHATGPT_API_KEY"] = "env-key"         os.environ["BANANAHUB_CHATGPT_BASE_URL"] = "https://old.example/chat"

Network accessline 282
```
[Credential-related source omitted]
```
Access to secretsline 282
```
[Credential-related source omitted]
```
Network accessline 283
```
[Credential-related source omitted]
```
Access to secretsline 283
```
[Credential-related source omitted]
```
Access to secretsline 284
```
[Credential-related source omitted]
```
Access to secretsline 285
```
[Credential-related source omitted]
```
Network accessline 294
```
[Credential-related source omitted]
```
Access to secretsline 294
```
[Credential-related source omitted]
```

Network accessline 295

assert config["BANANAHUB_CHATGPT_BASE_URL"] == "https://old.example/chat"

Access to secretsline 302
```
[Credential-related source omitted]
```
Access to secretsline 304
```
[Credential-related source omitted]
```
Access to secretsline 316
```
[Credential-related source omitted]
```

`tests/test_generate_retry.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 2

import argparse import contextlib import http.client

Network accessline 3

import contextlib import http.client import importlib.util

Network accessline 4
```
import http.client
```
Network accessline 61
```
[Credential-related source omitted]
```
Network accessline 62
```
[Credential-related source omitted]
```
Access to secretsline 62
```
[Credential-related source omitted]
```

Network accessline 63

"OPENAI_BASE_URL": "https://token.bigfish.space/v1",

Access to secretsline 137
```
[Credential-related source omitted]
```
Access to secretsline 142
```
[Credential-related source omitted]
```
Access to secretsline 145
```
[Credential-related source omitted]
```

Network accessline 149

def test_server_error_detection_includes_transient_network_markers():     retryable_errors = [         http.client.RemoteDisconnected("Remote end closed connection without response"),

Network accessline 150

retryable_errors = [         http.client.RemoteDisconnected("Remote end closed connection without response"),         RuntimeError("RemoteDisconnected: Remote end closed connection without response"),

Network accessline 151

http.client.RemoteDisconnected("Remote end closed connection without response"),

Access to secretsline 160
```
[Credential-related source omitted]
```

`tests/test_onboarding_config.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 22
```
[Credential-related source omitted]
```
Access to secretsline 23
```
[Credential-related source omitted]
```
Access to secretsline 38
```
[Credential-related source omitted]
```
Access to secretsline 40
```
[Credential-related source omitted]
```
Access to secretsline 48
```
[Credential-related source omitted]
```
Access to secretsline 50
```
[Credential-related source omitted]
```
Access to secretsline 54
```
[Credential-related source omitted]
```
Access to secretsline 56
```
[Credential-related source omitted]
```
Access to secretsline 57
```
[Credential-related source omitted]
```
Network accessline 68
```
[Credential-related source omitted]
```
Network accessline 69
```
[Credential-related source omitted]
```
Access to secretsline 69
```
[Credential-related source omitted]
```

Network accessline 70

args.base_url = "https://token.bigfish.space/v1"

Network accessline 85
```
[Credential-related source omitted]
```
Network accessline 86
```
[Credential-related source omitted]
```
Access to secretsline 86
```
[Credential-related source omitted]
```

Network accessline 87

base_url="https://token.bigfish.space/v1",

Access to secretsline 89
```
[Credential-related source omitted]
```
Access to secretsline 101
```
[Credential-related source omitted]
```
Network accessline 102
```
[Credential-related source omitted]
```
Access to secretsline 102
```
[Credential-related source omitted]
```

Network accessline 103

"model": "gpt-image-2",                 "openai_base_url": "https://token.bigfish.space/v1",             }

Network accessline 104

"openai_base_url": "https://token.bigfish.space/v1",

Network accessline 118

def test_doctor_reports_missing_secret_and_agent_contract():     config = {"BANANAHUB_PROVIDER": "openai-compatible", "OPENAI_BASE_URL": "https://token.bigfish.space/v1"}

Network accessline 119

config = {"BANANAHUB_PROVIDER": "openai-compatible", "OPENAI_BASE_URL": "https://token.bigfish.space/v1"}

Access to secretsline 127
```
[Credential-related source omitted]
```
Access to secretsline 128
```
[Credential-related source omitted]
```
Access to secretsline 143
```
[Credential-related source omitted]
```
Access to secretsline 152
```
[Credential-related source omitted]
```
Access to secretsline 159
```
[Credential-related source omitted]
```
Network accessline 160
```
[Credential-related source omitted]
```
Access to secretsline 160
```
[Credential-related source omitted]
```
Network accessline 161
```
[Credential-related source omitted]
```
Access to secretsline 161
```
[Credential-related source omitted]
```

Network accessline 162

"BANANAHUB_CHATGPT_BASE_URL": "https://chat.example/v1",

Access to secretsline 168
```
[Credential-related source omitted]
```
Access to secretsline 169
```
[Credential-related source omitted]
```
Access to secretsline 175
```
[Credential-related source omitted]
```
Network accessline 184
```
[Credential-related source omitted]
```
Access to secretsline 184
```
[Credential-related source omitted]
```
Network accessline 185
```
[Credential-related source omitted]
```
Access to secretsline 185
```
[Credential-related source omitted]
```

Network accessline 186

"BANANAHUB_CHATGPT_BASE_URL": "https://token.bigfish.space",

Access to secretsline 194
```
[Credential-related source omitted]
```

Network accessline 209

assert diagnosis["status"] == "ok"     assert diagnosis["precedence"]["env_mode"] == "fill-missing"     assert diagnosis["effective_config"]["base_url"] == "https://token.bigfish.space"

Network accessline 210

assert diagnosis["precedence"]["env_mode"] == "fill-missing"     assert diagnosis["effective_config"]["base_url"] == "https://token.bigfish.space"     assert diagnosis["env_shadowed_config_sources"] == skipped_env

Network accessline 211

assert diagnosis["effective_config"]["base_url"] == "https://token.bigfish.space"

`tests/test_openai_images.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 105
```
[Credential-related source omitted]
```

Network accessline 117

assert error is None     assert calls[0]["method"] == "POST"     assert calls[0]["url"] == "https://api.openai.com/v1/images/generations"

Network accessline 118

assert calls[0]["method"] == "POST"     assert calls[0]["url"] == "https://api.openai.com/v1/images/generations"     assert calls[0]["headers"]["Authorization"] == "Bearer test-key"

Network accessline 119

assert calls[0]["url"] == "https://api.openai.com/v1/images/generations"

Access to secretsline 136
```
[Credential-related source omitted]
```
Access to secretsline 138
```
[Credential-related source omitted]
```
Access to secretsline 141
```
[Credential-related source omitted]
```
Access to secretsline 150
```
[Credential-related source omitted]
```
Access to secretsline 152
```
[Credential-related source omitted]
```
Access to secretsline 170
```
[Credential-related source omitted]
```
Access to secretsline 172
```
[Credential-related source omitted]
```
Access to secretsline 175
```
[Credential-related source omitted]
```
Access to secretsline 185
```
[Credential-related source omitted]
```
Access to secretsline 187
```
[Credential-related source omitted]
```
Network accessline 217
```
[Credential-related source omitted]
```
Network accessline 218
```
[Credential-related source omitted]
```
Access to secretsline 218
```
[Credential-related source omitted]
```

Network accessline 219

"OPENAI_BASE_URL": "https://token.bigfish.space/v1",

Network accessline 230

assert warnings == []     assert error is None     assert calls[0]["url"] == "https://token.bigfish.space/v1/images/generations"

Network accessline 231

assert error is None     assert calls[0]["url"] == "https://token.bigfish.space/v1/images/generations"     assert calls[0]["headers"]["Authorization"] == "Bearer test-key"

Network accessline 232

assert calls[0]["url"] == "https://token.bigfish.space/v1/images/generations"

Network accessline 258
```
[Credential-related source omitted]
```
Access to secretsline 258
```
[Credential-related source omitted]
```
Network accessline 259
```
[Credential-related source omitted]
```
Access to secretsline 259
```
[Credential-related source omitted]
```

Network accessline 260

"OPENAI_BASE_URL": "https://token.bigfish.space/v1",

Network accessline 290
```
[Credential-related source omitted]
```
Network accessline 291
```
[Credential-related source omitted]
```
Access to secretsline 291
```
[Credential-related source omitted]
```

Network accessline 292

"OPENAI_BASE_URL": "https://token.bigfish.space/v1",

Network accessline 326
```
[Credential-related source omitted]
```
Network accessline 327
```
[Credential-related source omitted]
```
Access to secretsline 327
```
[Credential-related source omitted]
```

Network accessline 328

"OPENAI_BASE_URL": "https://token.bigfish.space/v1",

Access to secretsline 362
```
[Credential-related source omitted]
```
Access to secretsline 391
```
[Credential-related source omitted]
```
Access to secretsline 429
```
[Credential-related source omitted]
```

Network accessline 448

assert warnings == []     assert error is None     assert calls[0]["url"] == "https://api.openai.com/v1/images/edits"

Network accessline 449

assert error is None     assert calls[0]["url"] == "https://api.openai.com/v1/images/edits"     assert calls[0]["fields"] == {

Network accessline 450

assert calls[0]["url"] == "https://api.openai.com/v1/images/edits"

Access to secretsline 483
```
[Credential-related source omitted]
```
Access to secretsline 512
```
[Credential-related source omitted]
```

`tests/test_provider_common.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 46

result = common.http_multipart_request(             "POST",             "https://example.com/upload",

Network accessline 47
```
[Credential-related source omitted]
```
Network accessline 48
```
"https://example.com/upload",
```

`tests/test_runtime_config.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 23

def test_openai_endpoint_normalization():     result = runtime_config.resolve_openai_endpoint("https://api.example.com")

Network accessline 24

result = runtime_config.resolve_openai_endpoint("https://api.example.com")

Network accessline 25

assert result["resolved_base_url"] == "https://api.example.com/v1"

Network accessline 28

def test_gemini_endpoint_version_split():     result = runtime_config.resolve_genai_endpoint("https://generativelanguage.googleapis.com/v1beta")

Network accessline 29

result = runtime_config.resolve_genai_endpoint("https://generativelanguage.googleapis.com/v1beta")

Network accessline 30

assert result["resolved_base_url"] == "https://generativelanguage.googleapis.com"

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 5 facts

Contacts worker.bananahub.ai, which SKILL.md, the README and the plugin manifest do not mentionscripts/bananahub.py:62High confidence
Contacts generativelanguage.googleapis.com, which SKILL.md, the README and the plugin manifest do not mentionscripts/bananahub.py:678High confidence
Contacts api.openai.com, which SKILL.md, the README and the plugin manifest do not mentionscripts/config_store.py:435High confidence
Contacts bananahub.ai, which SKILL.md, the README and the plugin manifest do not mentionscripts/providers/chatgpt_compatible.py:29High confidence
Contacts api.openai.com, which SKILL.md, the README and the plugin manifest do not mentionscripts/providers/openai_images.py:42High confidence

Signal confidence: 495 facts

Network access in code of documentationBANANAHUB.md:108Low confidence
Network access in code of documentationBANANAHUB.md:126Low confidence
Network access in code of documentationBANANAHUB.md:203Low confidence
Network access in code of documentationBANANAHUB.md:204Low confidence
Network access in code of documentationBANANAHUB.md:205Low confidence
Network access in prose of documentationBANANAHUB.md:299Low confidence
Network access in prose of documentationBANANAHUB.md:300Low confidence
Network access in prose of documentationBANANAHUB.md:301Low confidence
Network access in code of documentationBANANAHUB.zh-CN.md:108Low confidence
Network access in code of documentationBANANAHUB.zh-CN.md:127Low confidence
Network access in code of documentationBANANAHUB.zh-CN.md:204Low confidence
Network access in code of documentationBANANAHUB.zh-CN.md:205Low confidence
Network access in code of documentationBANANAHUB.zh-CN.md:206Low confidence
Network access in prose of documentationBANANAHUB.zh-CN.md:305Low confidence
Network access in prose of documentationBANANAHUB.zh-CN.md:306Low confidence
Network access in prose of documentationBANANAHUB.zh-CN.md:307Low confidence
Network access in code of documentationREADME.md:24Low confidence
Network access in code of documentationREADME.md:25Low confidence
Network access in code of documentationREADME.md:27Low confidence
Network access in code of documentationREADME.md:28Low confidence
Network access in code of documentationREADME.md:160Low confidence
Network access in code of documentationREADME.md:161Low confidence
Network access in code of documentationREADME.md:162Low confidence
Access to secrets in code of documentationREADME.md:169Low confidence
Access to secrets in code of documentation: a variable, placeholder or call, not a stored valueREADME.md:170Low confidence
Network access in code of documentationREADME.md:172Low confidence
Network access in code of documentationREADME.md:173Low confidence
Network access in code of documentationREADME.md:174Low confidence
Network access in code of documentationREADME.md:176Low confidence
Network access in code of documentationREADME.md:177Low confidence
Network access in code of documentationREADME.md:178Low confidence
Network access in code of documentationREADME.zh-CN.md:24Low confidence
Network access in code of documentationREADME.zh-CN.md:25Low confidence
Network access in code of documentationREADME.zh-CN.md:27Low confidence
Network access in code of documentationREADME.zh-CN.md:28Low confidence
Network access in code of documentationREADME.zh-CN.md:160Low confidence
Network access in code of documentationREADME.zh-CN.md:161Low confidence
Network access in code of documentationREADME.zh-CN.md:162Low confidence
Access to secrets in code of documentationREADME.zh-CN.md:169Low confidence
Access to secrets in code of documentation: a variable, placeholder or call, not a stored valueREADME.zh-CN.md:170Low confidence
Network access in code of documentationREADME.zh-CN.md:172Low confidence
Network access in code of documentationREADME.zh-CN.md:173Low confidence
Network access in code of documentationREADME.zh-CN.md:174Low confidence
Network access in code of documentationREADME.zh-CN.md:176Low confidence
Network access in code of documentationREADME.zh-CN.md:177Low confidence
Network access in code of documentationREADME.zh-CN.md:178Low confidence
Access to secrets in the frontmatter of the SKILL.mdSKILL.md:22Low confidence
Access to secrets in the frontmatter of the SKILL.mdSKILL.md:23Low confidence
Access to secrets in the frontmatter of the SKILL.mdSKILL.md:24Low confidence
Access to secrets in the frontmatter of the SKILL.mdSKILL.md:25Low confidence

and 445 more

Only the first 500 facts are listed.

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

bananahub-ai/bananahub-skill

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

bananahub

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

.gitignore

BANANAHUB.md

BANANAHUB.zh-CN.md

README.md

README.zh-CN.md

SKILL.md

references/hub-discovery.md

references/init-guide.md

references/model-registry.json

references/official-sources.md

references/prompt-guide.md

references/provider-init-design.zh-CN.md

references/templates/LICENSE

scripts/bananahub.py

scripts/config_store.py

scripts/providers/__init__.py

scripts/providers/chatgpt_compatible.py

scripts/providers/common.py

scripts/providers/gemini.py

scripts/providers/openai_images.py

scripts/runtime_config.py

scripts/validate_templates.py

tests/test_chatgpt_compatible.py

tests/test_config_store.py

tests/test_generate_retry.py

tests/test_onboarding_config.py

tests/test_openai_images.py

tests/test_provider_common.py

tests/test_runtime_config.py

How the signals fit together

Works with

You might also use

mattpocock/skills

obra/superpowers

NousResearch/hermes-agent

multica-ai/andrej-karpathy-skills

anthropics/skills

DietrichGebert/ponytail

`SKILL.md`

`.gitignore`

`BANANAHUB.md`

`BANANAHUB.zh-CN.md`

`README.md`

`README.zh-CN.md`

`SKILL.md`

`references/hub-discovery.md`

`references/init-guide.md`

`references/model-registry.json`

`references/official-sources.md`

`references/prompt-guide.md`

`references/provider-init-design.zh-CN.md`

`references/templates/LICENSE`

`scripts/bananahub.py`

`scripts/config_store.py`

`scripts/providers/init.py`

`scripts/providers/chatgpt_compatible.py`

`scripts/providers/common.py`

`scripts/providers/gemini.py`

`scripts/providers/openai_images.py`

`scripts/runtime_config.py`

`scripts/validate_templates.py`

`tests/test_chatgpt_compatible.py`

`tests/test_config_store.py`

`tests/test_generate_retry.py`

`tests/test_onboarding_config.py`

`tests/test_openai_images.py`

`tests/test_provider_common.py`

`tests/test_runtime_config.py`