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Install in OpenClaw
/install windfall-inference
Description
Spatially-routed LLM inference at $0.004/req. Routes to cheapest, greenest energy. 200+ models. OpenAI-compatible. Onchain attestations on Base.
Usage Guidance
What to consider before installing or using this skill:
- If you only want to call Windfall's hosted API: you only need to provide WINDFALL_API_KEY to the agent. Verify the endpoint (https://windfall.ecofrontiers.xyz) and avoid reusing sensitive keys.
- The bundle contains a full server implementation (deploy script, package.json, many src/ services). Do NOT run or 'npm install' these files unless you trust the publisher and have audited the code; running them will fetch many third-party packages and may require blockchain/payment secrets.
- If you intend to self-host the code: read the source thoroughly for required environment variables (Stripe, Ethereum RPC keys, EAS attestation config, x402 keys) and note the Business Source License in LICENSE.md which restricts offering a competing commercial inference gateway.
- Treat the WINDFALL_API_KEY as a scoped credential: prefer least-privilege, generate ephemeral/test keys where possible, and monitor usage. Consider using a separate key for the agent and avoid sharing cloud/provider credentials.
- Verify the operator identity (homepage, organization, package provenance). The registry owner is an opaque ID; if you require high assurance, confirm the project's repository, maintainers, and TLS fingerprint of the API endpoint.
- If you need a higher-assurance classification, provide the contents of src/config.ts and src/index.ts (or allow an independent code audit) — those files will show exactly what environment variables and outbound endpoints the server uses and whether any unexpected exfiltration occurs.
Capability Analysis
Type: OpenClaw Skill
Name: windfall-inference
Version: 1.0.0
The OpenClaw AgentSkills skill bundle for "windfall-inference" is classified as **benign**.
The skill bundle implements a spatially-routed LLM inference gateway with features such as dynamic model selection, energy-aware routing, semantic caching, and on-chain attestations. The codebase demonstrates strong security practices, including API key hashing, input validation, rate limiting, CORS restrictions, and secure session management. Notably, the `src/services/acp-handler.ts` file explicitly validates incoming requests, rejecting any that are not LLM inference (e.g., blockchain token swaps), which is a critical security control against misuse. The `SKILL.md` and `testing-guide.md` files serve as benign documentation and testing instructions for human users, without any evidence of prompt injection attempts against an AI agent. While the `deploy/setup.sh` script executes a remote script from `deb.nodesource.com` for Node.js installation, this is a common and generally trusted practice for server setup and does not indicate malicious intent.
Capability Assessment
Purpose & Capability
The skill's name/description and SKILL.md present a simple OpenAI-compatible gateway requiring only WINDFALL_API_KEY. However, the bundle includes a complete server codebase (many src/ services), deploy/setup.sh, package.json and package-lock.json with payment, blockchain, and attestation libraries (ethers, stripe, @ethereum-attestation-service/eas-sdk, @x402/*, etc.). That full server footprint is coherent with a Windfall operator node but is disproportionate to a client-only inference-sink skill; the manifest claims 'instruction-only' / no install spec while shipping a deployable server — this mismatch is suspicious.
Instruction Scope
The SKILL.md runtime instructions are narrowly scoped: set WINDFALL_API_KEY and call the remote endpoint (or use x402). The instructions do not request other env vars or filesystem access. That is consistent with a client-side integration. The concern is not the SKILL.md itself but that the included source contains server behaviors (attestations, on-chain watchers, payment settlement) which are not referenced in the SKILL.md guidance to the agent.
Install Mechanism
The registry entry declares no install spec, but the package contains a full Node project with package.json and many dependencies and a deploy/setup.sh script. If a user or operator were to run/install this code, it would pull many networked packages and require build/runtime steps. The lack of an explicit install mechanism combined with shipped deploy scripts is an inconsistency and increases risk if the code is executed without review.
Credentials
SKILL.md and registry require only WINDFALL_API_KEY (primary credential) which is proportionate for a client calling a hosted API. However, the shipped server code references payment, blockchain, and attestation features that typically require other secrets (Stripe keys, Ethereum RPC keys/private keys, EAS configs). Those other credentials are not declared in requires.env — this is a mismatch worth flagging if you plan to run the code yourself.
Persistence & Privilege
The skill is not always: true and does not request system-level persistence or other skills' configs. Autonomy is enabled by default (normal) but not combined with other high-risk flags here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install windfall-inference - After installation, invoke the skill by name or use
/windfall-inference - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: spatially-routed LLM inference gateway on Base. Greenest/cheapest routing, x402 payments, 200+ models, onchain attestations.
Metadata
Frequently Asked Questions
What is Windfall Inference?
Spatially-routed LLM inference at $0.004/req. Routes to cheapest, greenest energy. 200+ models. OpenAI-compatible. Onchain attestations on Base. It is an AI Agent Skill for Claude Code / OpenClaw, with 624 downloads so far.
How do I install Windfall Inference?
Run "/install windfall-inference" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Windfall Inference free?
Yes, Windfall Inference is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Windfall Inference support?
Windfall Inference is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Windfall Inference?
It is built and maintained by pat ✨ (@papa-raw); the current version is v1.0.0.
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