No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by komako-workshop · Claude Skill · ★ 827
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is digital-oracle safe to install? View the security audit →
English | 中文 Digital Oracle 📈 Digital Oracle 是一款让 AI Agent 基于从海量金融数据中，挖掘出宏观事件发展趋势的开源 Skill。 适用于 OpenClaw / Claude Code / Cursor / Codex。 我们生活在一个噪音极度泛滥的时代。社交媒体上充斥着情绪化的预测 — 有人说房价要崩了，有人说黄金要上天，有人说明天就打仗。这些观点往往顺应人群情绪，而不是基于客观数据的理性分析。 但交易数据不一样。 价格是绝对理性的 — 当一个人要把自己的钱押在某个结果上时，他会比发一条短视频认真很多。 这就是有效市场理论的核心洞察：所有公开信息都已经被价格消化了。一切信息都在 K 线里。 Digital Oracle 把这个洞察变成了一个可执行的工具。它接入了 13 个权威金融数据源 — 从 Polymarket 和 Kalshi 这样的预测市场，到美国国债收益率曲线、CFTC 机构持仓、SEC 内部人交易、各国央行利率、加密衍生品，以及 A 股的拆单资金流与板块轮动。 它不看报纸不读新闻，不消费文章、短视频、播客，只通过从金融数据中挖掘出的价值信号，来回答房价涨跌、黄金走势、比特币周期、军事冲突概率这类问题，并给出结构化的概率估计和推理链。 某种意义上，这就是新时代的数字先知。 能回答什么问题？ "WW3 的概率是多少？" "中国房价还会跌多久？" "AI 是不是泡沫？" "现在适合买黄金吗？" "比特币到底了吗？" "NVDA 期权溢价是不是太高了？" 只要有市场在定价这件事，Digital Oracle 就能给出一个基于交易数据的概率估计。 数据源 所有 API 均免费、无需 API Key。 安装 OpenClaw 其他 AI Agent（Claude Code / Cursor / Codex / ...） 直接告诉你的
| Stars | 827 |
| Forks | 165 |
| Language | Python |
| Category | Claude Skill |
| License | MIT |
| Quality Score | 63.9630819813679/100 |
| Open Issues | 2 |
| Last Updated | 2026-07-26 |
| Created | 2026-03-11 |
| Platforms | claude-code, codex, python |
| Est. Tokens | ~14k |
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digital-oracle is AI agent skill that answers macro questions — housing, gold, BTC, geopolitics — with probability estimates mined from 13 financial data sources (Polymarket, Kalshi, CFTC, SEC & more). For Claude Code . It is categorized as a Claude Skill with 827 GitHub stars.
digital-oracle is primarily written in Python. It covers topics such as agent-skills, ai-agent, claude-code.
You can find installation instructions and usage details in the digital-oracle GitHub repository at github.com/komako-workshop/digital-oracle. The project has 827 stars and 165 forks, indicating an active community.
digital-oracle is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to digital-oracle on Agent Skills Hub include Overture, agent-skills, skillshare. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: