IMA Nano Banana Pro, Nano Banana 2
Image generation with IMA Open API using only Nano Banana series: Nano Banana, Nano Banana Pro, Nano Banana 2. Budget (Nano Banana2 512px), balanced (Nano Ba...
Description
name: IMA Nano Banana version: 1.0.0 category: file-generation author: IMA Studio (imastudio.com) keywords: imastudio, nano banana, gemini image, text to image, image to image argument-hint: "[text prompt or image URL]" description: > Image generation with IMA Open API using only Nano Banana series: Nano Banana, Nano Banana Pro, Nano Banana 2. Budget (Nano Banana2 512px), balanced (Nano Banana2/Pro), premium (Nano Banana Pro 4K). Native aspect_ratio (1:1, 16:9, 9:16, 4:3, 3:4). Requires IMA API key. Bundled script: scripts/ima_image_create.py.
IMA Nano Banana (Image Generation)
Overview
This skill calls the IMA Open API for image generation using only the Nano Banana series: Nano Banana, Nano Banana Pro, Nano Banana 2. No other models (e.g. SeeDream, Midjourney) are used or documented here.
Supported task types: text_to_image, image_to_image.
📥 User Input Parsing (Model & Parameter Recognition)
Normalize user wording (case-insensitive), then map to task_type, model_id, and parameters.
1. User phrasing → task_type
| User intent / phrasing | task_type | Notes |
|---|---|---|
| Only text, no input image | text_to_image |
"画一张…" / "生成图片" / "text to image" |
| One input image + edit/transform | image_to_image |
"把这张图…" / "参考这张图生成" / "图生图" / "风格迁移" |
If the user attaches or links one image and asks to change it or generate something "like this", use image_to_image with that image as input.
2. Model name / alias → model_id (Nano Banana only)
| User says (examples) | model_id | Notes |
|---|---|---|
| Nano Banana / 香蕉 / Banana2 / NB2 / 最便宜 / budget | gemini-3.1-flash-image |
Nano Banana2, 4–13 pts |
| Nano Banana Pro / Banana Pro / NB Pro / 最好 / premium | gemini-3-pro-image |
10–18 pts |
| 默认 / 不指定 | gemini-3.1-flash-image |
Default: balanced, fast |
3. User phrasing → size / aspect_ratio
| User says (examples) | Parameter | Normalized value | Notes |
|---|---|---|---|
| 16:9 / 横图 / 9:16 / 竖图 / 4:3 / 3:4 / 1:1 | aspect_ratio | 16:9, 9:16, 4:3, 3:4, 1:1 | Native support |
| 4K / 2K / 1K / 512 | size | 4K, 2K, 1K, 512px | Via attribute_id |
Nano Banana 系列均原生支持 aspect_ratio。8K 不支持，最高 4K；若用户要求 8K，告知并改用 4K。
💬 User Experience Protocol (IM / Feishu / Discord)
This skill runs inside IM platforms (Feishu, Discord via OpenClaw).
Never let users wait in silence. Always follow all 6 steps below, every single time.
🚫 Never Say to Users
| ❌ Never say | ✅ What users care about |
|---|---|
ima_image_create.py / 脚本 / script |
— |
| 自动化脚本 / automation | — |
| 自动处理产品列表 / 查询接口 | — |
| attribute_id / model_version / form_config | — |
| API 调用 / HTTP 请求 / 任何技术参数名 | — |
Only tell users: model name · estimated time · credits · result (image/media) · plain-language status.
Estimated Generation Time per Model
| Model | Estimated Time | Poll Every | Send Progress Every |
|---|---|---|---|
| Nano Banana2 💚 | 20~40s | 5s | 15s |
| Nano Banana Pro | 60~120s | 5s | 30s |
estimated_max_seconds = the upper bound (e.g. 40 for Nano Banana2, 120 for Nano Banana Pro).
Step 0 — Initial Acknowledgment Reply (Normal Reply)
Before doing anything else, reply to the user with a friendly acknowledgment using your normal reply (not message tool). This reply will appear FIRST in the conversation.
Example acknowledgment messages:
好的!来帮你画一只萌萌的猫咪 🐱
收到！马上为你生成一张 16:9 的风景照 🏔️
OK! Starting image generation with Nano Banana2 🎨
Rules: Short and warm (< 15 words), match user language (Chinese/English), include relevant emoji. This is your ONLY normal reply — all subsequent updates use message tool.
Step 1 — Pre-Generation Notification (Push via message tool)
After Step 0 reply, use the message tool to push a notification:
User-facing message template:
🎨 开始生成图片，请稍候…
• 模型：[Model Name]
• 预计耗时：[X ~ Y 秒]
• 消耗积分：[N pts]
Cost transparency examples (Nano Banana only):
- Balanced/default: "使用 Nano Banana2（4–13 积分，可选 512px/1K/2K/4K）"
- Premium: "使用 Nano Banana Pro（10–18 积分，最高质量，1K/2K/4K）"
- Budget: "使用 Nano Banana2 512px（4 积分，最便宜最快）"
Step 2 — Progress Updates (Push via message tool)
- Start the generation script in background or use polling loop
- Track elapsed time since start
- Every
[Send Progress Every]seconds (see table above), push a progress update viamessagetool - Stop when task completes (success/failure)
Progress message template:
⏳ 正在生成中… [P]%
已等待 [elapsed]s，预计最长 [max]s
Progress formula: P = min(95, floor(elapsed_seconds / estimated_max_seconds * 100)). Cap at 95% until API returns success. If elapsed > estimated_max: keep P at 95% and append 「稍等，即将完成…」.
When to send progress: Short tasks (<20s) skip Step 2; medium (20–60s) send 1–2 updates; long (>60s) every 20–30s.
Step 3 — Success Notification (Push image via message tool)
When task status = success, use the message tool to send the generated image (not plain text URL):
Caption template:
✅ 图片生成成功！
• 模型：[Model Name]
• 耗时：预计 [X~Y]s，实际 [actual]s
• 消耗积分：[N pts]
🔗 原始链接：{image_url}
Platform: Feishu/Discord — message(action=send, media=url, caption="..."). Do NOT send only a text URL; users expect to see the image rendered.
Step 4 — Failure Notification (Push via message tool)
When task status = failed or any API/network error, push a failure message with alternative suggestions (Nano Banana only):
Message template:
❌ 图片生成失败
• 原因：[natural_language_error_message]
• 建议改用：
- [Alt Model 1]（[特点]，[N pts]）
- [Alt Model 2]（[特点]，[N pts]）
需要我帮你用其他模型重试吗？
Error Message Translation (user-facing only)
Never show technical errors. API key & credits: imaclaw.ai (same IMA platform as imastudio.com).
| Technical Error | ❌ Never Say | ✅ Say Instead (Chinese) | ✅ Say Instead (English) |
|---|---|---|---|
401 Unauthorized |
Invalid API key / 401 | ❌ API密钥无效或未授权 💡 生成新密钥: https://www.imaclaw.ai/imaclaw/apikey |
❌ API key is invalid or unauthorized 💡 Generate API Key: https://www.imaclaw.ai/imaclaw/apikey |
4008 Insufficient points |
Insufficient points / 4008 | ❌ 积分不足，无法创建任务 💡 购买积分: https://www.imaclaw.ai/imaclaw/subscription |
❌ Insufficient points to create this task 💡 Buy Credits: https://www.imaclaw.ai/imaclaw/subscription |
"Invalid product attribute" / "Insufficient points" |
Invalid product attribute | 生成参数配置异常，请稍后重试 | Configuration error, please try again later |
| Error 6006 (credit mismatch) | Error 6006 | 积分计算异常，系统正在修复 | Points calculation error, system is fixing |
| Error 6010 (attribute_id mismatch) | Attribute ID does not match | 模型参数不匹配，请尝试其他模型 | Model parameters incompatible, try another model |
| error 400 (bad request) | error 400 / Bad request | 图片参数设置有误，请调整尺寸或比例 | Image parameter error, adjust size or aspect ratio |
resource_status == 2 |
Resource status 2 | 图片生成遇到问题，建议换个模型试试 | Image generation failed, try another model |
status == "failed" |
Task failed | 这次生成没成功，要不换个模型试试？ | Generation unsuccessful, try a different model? |
| timeout | Task timed out | 生成时间过长已超时，建议用更快的模型 | Generation took too long, try a faster model |
| Network error | Connection refused / Network error | 网络连接不稳定，请检查网络后重试 | Network connection unstable, check network and retry |
| Rate limit exceeded | 429 / Rate limit | 请求过于频繁，请稍等片刻再试 | Too many requests, please wait a moment |
| Unsupported aspect ratio | Parameter not supported | 请使用支持的比例：1:1、16:9、9:16、4:3、3:4 | Use supported ratios: 1:1, 16:9, 9:16, 4:3, 3:4 |
Generic fallback: Chinese: 图片生成遇到问题，请稍后重试或换个模型试试 / English: Image generation encountered an issue, please try again or use another model
Failure fallback (Nano Banana only):
| Failed Model | First Alt | Second Alt |
|---|---|---|
| Nano Banana2 | Nano Banana Pro（高质量，10–18 pts） | 同款换 size/attribute_id |
| Nano Banana Pro | Nano Banana2（更快更省，4 pts 起） | 同款换 size |
Step 5 — Done (No Further Action)
After Steps 0–4: no further reply or NO_REPLY. Do not send duplicate confirmations or the same content twice via message tool.
Flow summary: Step 0 normal reply (first) → Step 1 start notification → Step 2 progress (if >20s) → Step 3 success image + caption → Step 5 done.
⚙️ How This Skill Works
This skill uses a bundled Python script (scripts/ima_image_create.py) to call the IMA Open API. The script:
- Sends your prompt to IMA's servers (two domains, see below)
- Uses
--user-idonly locally as a key for storing model preferences - Returns an image URL when generation is complete
🌐 Network Endpoints Used
| Domain | Purpose | What's Sent | Authentication |
|---|---|---|---|
api.imastudio.com |
Main API (task create, status poll) | Prompts, model params, task IDs | Bearer token (IMA API key) |
imapi.liveme.com |
Image upload (OSS token) | Image files (i2i only), IMA API key | IMA API key + APP_KEY signature |
Both domains are owned and operated by IMA Studio. For text_to_image, only api.imastudio.com is contacted.
⚠️ Credential Security Notice
Your IMA API key is sent to both domains when using image_to_image. Best practices: use a test/scoped key first; do not share or commit the key. Get key at https://imastudio.com.
What gets sent: prompt, model selection, image params, image files (i2i), IMA API key. Not sent: user_id (local prefs only).
Stored locally: ~/.openclaw/memory/ima_prefs.json (preferences), ~/.openclaw/logs/ima_skills/ (logs, auto-deleted after 7 days).
Agent Execution (Bundled Script)
Use the script in this skill to ensure correct parameter construction:
# List available models (Nano Banana series in product list)
python3 {baseDir}/scripts/ima_image_create.py \
--api-key $IMA_API_KEY --task-type text_to_image --list-models
# text_to_image — default Nano Banana2
python3 {baseDir}/scripts/ima_image_create.py \
--api-key $IMA_API_KEY --task-type text_to_image \
--model-id gemini-3.1-flash-image --prompt "a cute puppy on grass" \
--user-id {user_id} --output-json
# text_to_image — Nano Banana Pro 4K
python3 {baseDir}/scripts/ima_image_create.py \
--api-key $IMA_API_KEY --task-type text_to_image \
--model-id gemini-3-pro-image --prompt "sunset landscape" \
--size 4K --user-id {user_id} --output-json
# image_to_image
python3 {baseDir}/scripts/ima_image_create.py \
--api-key $IMA_API_KEY --task-type image_to_image \
--model-id gemini-3.1-flash-image --prompt "turn into oil painting" \
--input-images https://example.com/photo.jpg --user-id {user_id} --output-json
The script outputs JSON; parse it for the result URL and pass to the user via the UX protocol above.
🔒 Security & Transparency Policy
- Review source:
scripts/ima_image_create.py,ima_logger.py - Verify endpoints:
api.imastudio.com,imapi.liveme.com(see script) - Set API key:
export IMA_API_KEY=ima_...or in agent env - Data control: Delete
~/.openclaw/memory/ima_prefs.jsonto reset prefs; logs auto-cleanup in 7 days
Avoid: Sharing API keys, modifying endpoints to unknown servers, disabling SSL, logging sensitive data.
🧠 User Preference Memory
Storage: ~/.openclaw/memory/ima_prefs.json
Model selection: 1) If user preference exists → use it. 2) Else → use recommended default (Nano Banana2 for balanced, Nano Banana Pro for premium).
Save preference when: User says "用XXX" / "以后都用XXX" / "默认用XXX" / "我喜欢XXX".
Clear preference when: User says "用最好的" / "推荐一个" / "用默认的" / "试试别的" (no specific model).
⭐ Model Selection Priority & Recommended Defaults
Priority: 1) User preference (if saved). 2) Fallback below (Nano Banana only).
| Task | Default Model | model_id | Cost | Why |
|---|---|---|---|---|
| text_to_image | Nano Banana2 💚 | gemini-3.1-flash-image |
4–13 pts | Balanced, fast, 512px/1K/2K/4K |
| text_to_image (budget) | Nano Banana2 512px | gemini-3.1-flash-image |
4 pts | Cheapest, fastest |
| text_to_image (premium) | Nano Banana Pro | gemini-3-pro-image |
10/10/18 pts | Best quality, 1K/2K/4K |
| image_to_image | Nano Banana2 💚 | gemini-3.1-flash-image |
4–13 pts | Same as text_to_image |
| image_to_image (premium) | Nano Banana Pro | gemini-3-pro-image |
10 pts | Best i2i quality |
Supported Models (Nano Banana Only)
text_to_image
| Name | model_id | version_id | Cost | attribute_id (参考) | Size |
|---|---|---|---|---|---|
| Nano Banana2 💚 | gemini-3.1-flash-image |
gemini-3.1-flash-image-preview |
4/6/10/13 pts | 4400/4401/4402/4403 | 512px / 1K / 2K / 4K |
| Nano Banana Pro | gemini-3-pro-image |
gemini-3-pro-image-preview |
10/10/18 pts | 2399/2400/2401 | 1K / 2K / 4K |
image_to_image
| Name | model_id | Cost | attribute_id (参考) |
|---|---|---|---|
| Nano Banana2 💚 | gemini-3.1-flash-image |
4/6/10/13 pts | 4404/4405/4406/4407 |
| Nano Banana Pro | gemini-3-pro-image |
10 pts | 2402/2403/2404 |
⚠️ attribute_id must be obtained at runtime from GET /open/v1/product/list?category=text_to_image or image_to_image (type=3 nodes, credit_rules[0]).
Model Capabilities
| Model | aspect_ratio | Max Resolution | Size Options |
|---|---|---|---|
| Nano Banana2 | ✅ 1:1, 16:9, 9:16, 4:3, 3:4 | 4K | 512px(4) / 1K(6) / 2K(10) / 4K(13) pts |
| Nano Banana Pro | ✅ 1:1, 16:9, 9:16, 4:3, 3:4 | 4K | 1K(10) / 2K(10) / 4K(18) pts |
8K: Not supported. Max 4K. Inform user and use 4K if they ask for 8K.
Environment
Base URL: https://api.imastudio.com
| Header | Required | Value |
|---|---|---|
Authorization |
✅ | Bearer ima_your_api_key_here |
x-app-source |
✅ | ima_skills |
x_app_language |
recommended | en / zh |
⚠️ MANDATORY: Always Query Product List First
You MUST call GET /open/v1/product/list?app=ima&platform=web&category=text_to_image (or image_to_image) before creating any task. The attribute_id is required in the create request. If it is 0 or missing → "Invalid product attribute" / "Insufficient points" → task fails.
How to get attribute_id: Traverse response data → find type=3 leaf where model_id matches target → use credit_rules[0].attribute_id, credit_rules[0].points, id (model_version), name, and form_config for defaults.
Core Flow
- GET /open/v1/product/list → get attribute_id, credit, model_version, form_config
- [image_to_image only] Upload input image → get public HTTPS URL (see Image Upload below)
- POST /open/v1/tasks/create → include attribute_id, model_name, model_version, credit, cast, prompt (nested in parameters.parameters)
- POST /open/v1/tasks/detail {task_id} → poll every 2–5s until medias[].resource_status == 1 → extract url
Common Mistakes
| Mistake | Fix |
|---|---|
| attribute_id 0 or missing | Always fetch product list first; use credit_rules[0] |
| prompt at outer level | prompt must be inside parameters[].parameters |
| Wrong credit | Must match credit_rules[].points (Error 6006) |
| image_to_image: missing src_img_url or input_images | Both required |
| Using non–Nano Banana model_id | This skill only uses gemini-3.1-flash-image, gemini-3-pro-image |
Image Upload (Required for image_to_image)
The API does not accept raw bytes or base64. Input images must be public HTTPS URLs.
Two-step flow: 1) GET /api/rest/oss/getuploadtoken → { ful, fdl }. 2) PUT {ful} with raw image bytes → use fdl (CDN URL) as input_images value. The bundled script implements this; use script or same logic when calling API directly.
Supported Task Types
| category | Capability | Input |
|---|---|---|
text_to_image |
Text → Image | prompt |
image_to_image |
Image → Image | prompt + input image URL(s) |
Detail API Status Values
| resource_status | status | Action |
|---|---|---|
| 0 or null | pending / processing | Keep polling |
| 1 | success | Stop; read url from medias |
| 1 | failed | Stop; handle error |
| 2 / 3 | any | Stop; handle error |
Treat resource_status: null as 0. Stop only when all medias have resource_status == 1.
API 1: Product List
GET /open/v1/product/list?app=ima&platform=web&category=text_to_image
Returns a V2 tree: type=2 = groups, type=3 = version leaves. Only type=3 has credit_rules and form_config. For this skill, use only nodes where model_id is gemini-3.1-flash-image or gemini-3-pro-image.
API 2: Create Task
POST /open/v1/tasks/create
text_to_image (Nano Banana2 example): task_type: "text_to_image", src_img_url: [], parameters[] with attribute_id, model_id, model_name, model_version, app, platform, category, credit, and nested parameters: prompt, n, input_images[], cast {points, attribute_id}, size/aspect_ratio from form_config.
image_to_image: Same structure; top-level src_img_url and parameters[].parameters.input_images must both contain the input image URL(s).
Key: parameters[].parameters.prompt required; parameters[].parameters.cast required; credit must equal credit_rules[].points.
API 3: Task Detail (Poll)
POST /open/v1/tasks/detail
{"task_id": "<id from create>"}
Poll every 2–5s. On completion, medias[].url, width, height, format (jpg/png).
Common Mistakes (Summary)
| Mistake | Fix |
|---|---|
| Using SeeDream / Midjourney | This skill uses only Nano Banana series |
| attribute_id from table only | Always call product list at runtime |
| prompt at top level | prompt inside parameters[].parameters |
| 8K request | Max 4K; inform user and use 4K |
Quick Reference
| Item | Value |
|---|---|
| 模型范围 | Nano Banana, Nano Banana Pro, Nano Banana 2 |
| 默认推荐 | Nano Banana2（平衡）/ Nano Banana Pro（高质量） |
| 最便宜 | Nano Banana2 512px，4 pts |
| aspect_ratio | 1:1, 16:9, 9:16, 4:3, 3:4（原生） |
| 脚本 | 本技能内 scripts/ima_image_create.py |
| Base URL | https://api.imastudio.com |
| 生成密钥 | https://www.imaclaw.ai/imaclaw/apikey |
| 购买积分 | https://www.imaclaw.ai/imaclaw/subscription |
Supported Models & Search Terms
Models: Nano Banana, Nano Banana 2, Nano Banana Pro (also known as: gemini image, lightweight image)
Capabilities: image generation, text-to-image, image-to-image, budget image generation, AI art, lightweight
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