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Numinous Tools: bring forecasts and their evidence into an agent workflow

Numinous Tools packages forecasting APIs as agent skills and plugins. It routes research requests, polls asynchronous results and exposes balance and usage checks; it does not submit Polymarket orders.

3.5/ 5Editorial ratingEditorial assessment
Read Numinous Tools installation and API usagegithub.com

Screenshots and interface

Product preview1 / 2

Repository introduction to the skill and installation choices.

What is Numinous Tools?

Give a compatible agent a precise binary-event question or a Polymarket research task. Forecast requests return a probability after polling, while Signals retrieves scored supporting evidence for a market or free-text question. Keep the question’s deadline and resolution terms explicit, and retain source links with the result rather than treating the probability as a trading instruction.

The package documents Python scripts and installation through a Claude Code plugin, a compatible skill directory or clawhub, with Cursor and Cline among the supported environments. The agent must be able to read and run those scripts. API-key access provides forecasts, Signals and account-usage information; the separate x402 wallet route on Base is limited to forecasts.

Who it is for

  • Users of compatible coding agents adding forecast tools.
  • Developers incorporating Numinous research into an agent.
  • Analysts tracking credit balance and usage around paid requests.

Features and coverage

  • Forecast requests

    Submit a binary-event question and poll until its probability result is available.

  • Signals

    Retrieve scored evidence for a market or a question written in free text.

  • Balance and usage

    Inspect the provider-credit balance and consumption with API-key access.

  • Provider information

    Browse the supported miner and agent information.

  • Installation choices

    Use the Claude Code plugin, a compatible skill directory or clawhub.

  • Payment paths

    Choose a prefunded API-key balance or the documented x402 path for forecasts.

Workflows with Numinous Tools

Research a contract

Supply the exact market question, deadline and resolution terms. Retrieve signals, request a forecast and keep the supporting source links alongside the probability.

Check a research budget

Read balance and usage before a batch of requests, then compare consumed credits afterward.

Pay per forecast

Configure the supported x402 wallet path when prepaid API-key billing is unsuitable. Keep that path limited to forecast requests.

Pricing and total cost

The code uses the MIT-0 license. Provider API calls are metered separately, and the package reads the live costs endpoint rather than fixing a universal call price in code. Prefunded credits and x402 forecasting are distinct payment routes.

Getting started

Before you start: A compatible agent must be able to read and execute the skill’s Python scripts.

  1. Install through a supported repository plugin or skill route.
  2. Create a Numinous API key for forecasts, Signals, balance and usage.
  3. Optionally configure the documented x402 wallet on Base for forecasts.
  4. Begin with a precise binary question containing its deadline and resolution terms.
  5. Inspect probability, evidence and usage before automating a batch.

The documented x402 script supports forecasts only; Signals requires API-key access.

Useful links

    What to check

    • A compatible agent must be able to read and execute the skill’s Python scripts.
    • The package does not submit Polymarket orders.
    • Useful forecasting questions need the market’s deadline and resolution terms.
    • The reviewed offering is a skill/plugin integration; a separate MCP server is not established.

    A closer look

    Ratings & reviews

    Editorial rating
    3.5/ 5
    0 user reviews
    PredictionToolkit editorial

    Our take on Numinous Tools

    Focused agent commands and visible credit usage make the research workflow understandable. A compatible local environment and separately metered provider APIs remain necessary.

    Based on documented features, setup and access terms. How we rate

    User reviews 0

    The main score switches to user ratings after 5 published reviews.

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    Frequently asked questions about Numinous Tools

    Must I run each command manually?

    Compatible agents can route natural-language requests through the installed skill.

    Can I retrieve Signals using only x402?

    No. The package’s x402 route is forecast-only; use an API key for Signals.

    Does free code mean free API calls?

    No. Forecasting and signal calls have separate provider charges. The code license does not include those calls.

    Does its wallet option manage trades?

    The wallet option pays for API calls. It is not an exchange execution module and does not submit Polymarket orders.