nano-banana-pro-prompts-recommend-skill
AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
Stop sending 'format this JSON' to Opus. Stop sending 'redesign the auth system' to Haiku. Smart Model Router picks the right brain for every task — decision tree, cost tiers, and an optional cheap-model classifier for the ambiguous ones.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install globalcaos/smart-model-router打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Automatically select the right LLM for any task. Stop overpaying for simple tasks. Stop under-powering complex ones.
Most tasks fit obvious categories. Check the Fast Route Table first. Only use the classifier for ambiguous cases.
| Signal in task | Route to | Why |
|---|---|---|
| "what time" / "what date" / simple lookup | flash | Zero reasoning needed |
| Format conversion, CSV→JSON, extract fields | flash | Mechanical transformation |
| Summarize text, list bullet points | fast | Pattern matching, not reasoning |
| Translate text | fast | Well-trained capability across all models |
| Write code, implement feature, refactor | mid | Needs structured thinking |
| Review code, find bugs, security audit | mid | Analysis without deep creativity |
| Draft email, write content | mid | Needs tone + context awareness |
| Research + synthesize from multiple sources | mid | Needs breadth, not max depth |
| Debug complex system, multi-file investigation | strong | Needs deep reasoning chains |
| Reflect on failures, self-improvement | strong | Requires genuine metacognition |
| Creative writing with nuance | strong | Judgment + style + originality |
| Math proofs, formal logic, complex reasoning | reasoning | Chain-of-thought specialist |
| Architectural decisions, tradeoff analysis | strong | Needs weighing multiple factors |
Configure these based on your available providers:
| Tier | Default Model | Alternatives | Cost (per 100-token query) |
|---|---|---|---|
| flash | gemini-flash |
haiku |
~$0.00007 |
| fast | haiku |
gemini-flash, gpt-4o-mini |
~$0.0003 |
| mid | sonnet |
gpt-5.2, gemini |
~$0.001 |
| strong | opus |
gpt-5.2-pro, gemini |
~$0.003 |
| reasoning | openai/o3 |
opus (with thinking) |
~$0.002 |
**Not ev...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# Model Router Automatically select the right LLM for any task. Stop overpaying for simple tasks. Stop under-powering complex ones. ## Quick Decision: Can You Route Without a Classifier? Most tasks fit obvious categories. Check the **Fast Route Table** first. Only use the classifier for ambiguous cases. ### Fast Route Table | Signal in task | Route to | Why | |---|---|---| | "what time" / "what date" / simple lookup | **flash** | Zero reasoning needed | | Format conversion, CSV→JSON, extract fields | **flash** | Mechanical transformation | | Summarize text, list bullet points | **fast** | Pattern matching, not reasoning | | Translate text | **fast** | Well-trained capability across all models | | Write code, implement feature, refactor | **mid** | Needs structured thinking | | Review code, find bugs, security audit | **mid** | Analysis without deep creativity | | Draft email, write content | **mid** | Needs tone + context awareness | | Research + synthesize from multiple sources | **mid** | Needs breadth, not max depth | | Debug complex system, multi-file investigation | **strong** | Needs deep reasoning chains | | Reflect on failures, self-improvement | **strong** | Requires genuine metacognition | | Creative writing with nuance | **strong** | Judgment + style + originality | | Math proofs, formal logic, complex reasoning | **reasoning** | Chain-of-thought specialist | | Architectural decisions, tradeoff analysis | **strong** | Needs weighing multiple factors | ### Tier → Model Mapping Configure these based on your available providers: | Tier | Default Model | Alternatives | Cost (per 100-token query) | |---|---|---|---| | **flash** | `gemini-flash` | `haiku` | ~$0.00007 | | **fast** | `haiku` | `gemini-flash`, `gpt-4o-mini` | ~$0.0003 | | **mid** | `sonnet` | `gpt-5.2`, `gemini` | ~$0.001 | | **strong** | `opus` | `gpt-5.2-pro`, `gemini` | ~$0.003 | | **reasoning** | `openai/o3` | `opus` (with thinking) | ~$0.002 | ## The "Good Enough" Principle **Not ev...
AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
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