LaunchKit · 2026
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windfall-inference

Spatially-routed LLM inference at $0.004/req.

0
416 downloads
by @papa-raw

Setup & Installation

openclaw skills install @papa-raw/windfall-inference

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install windfall-inference

What This Skill Does

Windfall is an LLM inference gateway that routes requests to nodes running on the cheapest, cleanest energy. Every request costs $0.004 flat and produces a verifiable onchain attestation on Base. It exposes an OpenAI-compatible API, so existing code works with a URL swap.

Drops into any OpenAI-compatible codebase with two env var changes while adding energy-aware routing and onchain proof of inference that direct provider APIs don't offer.

When to use it

  • Swap in a greener inference backend without rewriting agent code
  • Run a cost-sensitive AI pipeline across 200+ models at flat per-request pricing
  • Verify inference provenance on Base for compliance or auditing
  • Pay per request from a Base wallet without managing API keys
  • Optimize LLM routing between carbon intensity and cost in real time

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: run my chatbot using the cheapest green model available

AGENT
  1. 1Set OPENAI_BASE_URL to https://windfall.ecofrontiers.xyz/v1 and OPENAI_API_KEY to the Windfall key
  2. 2Send chat completions request with model set to 'auto' and mode set to 'greenest'
  3. 3Windfall engagement classifier selects DeepSeek V3 on a low-carbon node
  4. 4Response returns with X-Windfall-Mode, X-Windfall-Model, and X-Windfall-Cost headers
  5. 5EAS attestation is written to Base recording node location, carbon intensity, and response hash
OUTPUT

Chat response delivered with verifiable green inference record on Base

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

WINDFALL_API_KEY environment variable (free at windfall.ecofrontiers.xyz/api/keys)Base wallet address to generate an API keyERC-8004 agent identity or Basename for 100 free requests (optional, anonymous keys get 25)