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lemony-ailemony-aiOfficial·1 Agent Skills Included

cascadeflow

Cut AI agent costs with smart model cascading and budget control

Routes each AI agent query to the cheapest model that can handle it, escalating to premium models only when quality checks fail. Enforces budgets, compliance rules, and tool-call limits inside the agent loop with a full per-step decision audit trail. Works with LangChain, CrewAI, OpenAI Agents, n8n, and Vercel AI to cut LLM spending by 40-85% without code rewrites.
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npx skills add lemony-ai/cascadeflow --all -g -y

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lemony-ailemony-ai

cascadeflow

Route OpenClaw chat requests through domain-aware drafter/verifier cascades.

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Frequently Asked Questions

FAQPage Schema
How to install cascadeflow?▼

Run `npx skills add lemony-ai/cascadeflow --all -g -y` in your terminal to install all tools in this suite globally.

How to reduce LLM API costs for AI agents?▼

cascadeflow tries a cheap drafter model first and only escalates to an expensive model when quality validation fails, saving 40-85% on typical workloads.

Does cascadeflow work with LangChain and CrewAI?▼

Yes. It provides ready-made integrations for LangChain, CrewAI, OpenAI Agents SDK, PydanticAI, Google ADK, n8n, and Vercel AI SDK.

Can I enforce spending budgets on AI agent runs?▼

Yes. The harness lets you set hard dollar budgets, tool-call limits, and compliance rules per run, and stops or reroutes the agent when limits are hit.

Do I need to rewrite my app to use cascadeflow?▼

No. You can enable observe mode with one init call that patches your existing OpenAI or Anthropic SDK, or run it as a drop-in local proxy server.

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