An advanced AI-driven research and forecasting skill that runs multi-agent pipelines to generate graded, evidence-backed probabilistic estimates.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install axion
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install axion using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Axion Forecasting?
Axion Forecasting is a high-performance skill designed to calculate the precise probabilities of future events, macroeconomic shifts, business deals, and technological trends. By integrating this skill with Openclaw Skills, developers can deploy a coordinated swarm of specialized research agents. These agents scrape live web search indices, evaluate market metrics, dissect SEC filings, and formulate Fermi estimates to output deep-dive quantitative forecasts.
Rather than generating simple heuristics, Axion operates on an asynchronous model. It crawls multiple sources, parses real-world evidence, and generates highly detailed probabilistic metrics. This structured output is ideal for risk analysis, strategic planning, financial models, and any decision-making process that requires quantifiable risk assessment rather than static text predictions.
Axion Forecasting Use Cases
- Evaluating geopolitical outcomes, macroeconomic changes, or interest rate movements (e.g., forecasting Federal Reserve rate cuts).
- Assessing business transaction success rates, corporate acquisitions, and competitive product launches.
- Automating financial market analysis and investment research through real-time SEC filing evaluation.
- Formulating structural Fermi estimates and probability profiles for complex software or hardware releases.
How Axion Forecasting Works
- Initialize Request: The skill launches a new forecasting run by issuing an asynchronous POST request to the Axion API with a prompt and an allocated effort level.
- Multi-Agent Research: An autonomous orchestrator deploys agents to extract and analyze data from the web, SEC databases, and market feeds.
- Asynchronous Polling: The skill performs periodic non-blocking HTTP GET requests to monitor the processing state.
- Deliver Probabilistic Data: Once execution completes, the skill compiles and presents calculated probabilities, upper/lower confidence boundaries, and structured reasoning trails.
Axion Forecasting Setup
To deploy the Axion forecasting skill, complete the following setup steps:
- Sign up for an account at Axion Eternis and generate an API key on the API Keys dashboard.
- Ensure your pre-paid credit balance is active, as forecasting tasks are billed per-run separate from plans.
- Export your credentials to the host or sandboxed environment using the
AXION_API_KEYvariable:
export AXION_API_KEY="your_axion_api_token_here"
The forecasting agents will automatically detect this environment variable to sign outgoing HTTPS requests.
Axion Forecasting Data Schema & Taxonomy
The Axion forecasting skill uses structured JSON payloads to manage query limits and detail results. Below is the primary schema layout:
Input Configurations
| Parameter | Data Type | Required | Description |
|---|---|---|---|
input |
String | Yes | The target query or future event to analyze (e.g., 'Will the Fed cut rates in June 2026?'). |
effort |
String | No | Computation depth setting: low, medium, or high. |
max_forecasts |
Integer | No | Range 1-10. Spawns multiple parallel forecast evaluations to broaden predictions. |
Response Properties
When a forecast transitions to a completed state, the skill returns an array of structured objects featuring:
probability: Float value between0and1expressing the calculated event probability.confidence_lower/confidence_upper: Float values setting the confidence intervals of the prediction.forecast_text: Descriptive technical evaluation summarizing the predicted outcome.reasoning: The core analytical logical steps and cited sources that validate the calculation.resolution_date: Expected calendar date when the target scenario will resolve.
Axion Forecasting Advanced Features
- Multi-Agent Orchestration Swarms: Automatically utilizes diverse agent protocols specialized in web crawling, SEC filing reading, and mathematical estimation.
- Configurable Resource Allocation: Scales computation settings (
low/medium/high) and parallel streams (up to 10 concurrent runs) to match search depth criteria. - Error Resilience and Network Robustness: Implements status-code pre-parsing safeguards to elegantly manage transient 5xx ingress drops using progressive backoff retries.
- Sandbox Environment Compatibility: Securely mounts credentials inside container environments without exposing operational secrets within logging consoles.
SKILL.md
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