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Digital Oracle replaces opinion-based forecasting with data derived from prediction markets, commodities, equities, and options chains. It is designed for quantitative analysts who need to estimate the likelihood of geopolitical or economic events based on where capital is actually being deployed.
By analyzing yield curves, derivatives, and currencies, the skill produces structured probability reports on market bubbles, recession risks, and industrial shifts.
WHO IT'S FOR
Quantitative analysts
cross-validate macro signals using market data
Macro traders
estimate probabilities for geopolitical and economic events
AI agent power users
integrate market-driven prediction capabilities into AI workflows
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Follow the documented setup, then try a first task.
I’m using
Install with OpenClaw
Installs: Digital Oracle skill · OpenClaw
Before you start
uv must already be installed; it is used to run the skill's Python scripts at runtime.
yfinance is required for YahooPriceProvider price history and YFinanceProvider options-chain functionality.
Run this terminal command to install Digital Oracle from ClawHub.
clawhub install digital-oracle
If you intend to use YahooPriceProvider price history or YFinanceProvider options-chain functionality, run this additional terminal command after ensuring uv is installed.
Installs: Digital Oracle open-source project · Claude Code, Cursor, Codex
Before you start
uv must already be installed; it is used to run the skill's Python scripts at runtime.
yfinance is required for YahooPriceProvider price history and YFinanceProvider options-chain functionality.
In a Claude Code, Cursor, or Codex agent session, enter: “Install this open-source project and read SKILL.md as your working instructions: https://github.com/komako-workshop/digital-oracle”. The agent is documented to clone the repository and read its methodology.
If you intend to use YahooPriceProvider price history or YFinanceProvider options-chain functionality, run this terminal command after ensuring uv is installed.
Use the digital-oracle skill to estimate the probability of a US recession this year. Define the event and time window, use at least three independent market-trading signal dimensions, explain how each price signal supports the judgment, identify contradictions between signals, and return a concise structured probability report. Do not use news or analyst opinions as causal evidence.
Conflict event to assess, replacing [SPECIFY CONFLICT EVENT]
Forecast horizon, replacing [SPECIFY TIME WINDOW]
Use the digital-oracle skill to estimate the probability of [SPECIFY CONFLICT EVENT] within [SPECIFY TIME WINDOW]. Cross-check at least three independent market signal dimensions, such as prediction contracts, safe-haven assets, conflict proxies, risk ratios, or institutional positioning. Label every signal's time horizon, explain its connection to the event, surface contradictions, and provide a concise structured probability report based only on trading data.
Claude
Codex
Cursor
OpenClaw