{
 "title": "System R Risk Intelligence",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/io.github.System-R-AI%2Fsystemr-risk-intelligence",
 "markdown": "https://penguindriver.com/s/io.github.System-R-AI%2Fsystemr-risk-intelligence.md",
 "summary": "Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.",
 "date_modified": null,
 "retrieved": "2026-10-19",
 "content_sha256": "733881753430c88f5988fe4c3299ebd8f2428e148dc1b5d46a34b8c5708a75de",
 "fingerprint_basis": "Markdown 版全文，移除贊助行與開頭 front matter，去除頭尾空白",
 "verify": {
  "text_snapshot": "https://penguindriver.com/cite?path=%2Fs%2Fio.github.System-R-AI%252Fsystemr-risk-intelligence&format=text",
  "how": "下載 text_snapshot 後計算 SHA-256，應與 content_sha256 相同；內容更新時指紋會改變"
 },
 "sources": [
  {
   "name": "https://github.com/System-R-AI/systemr-python",
   "url": "https://github.com/System-R-AI/systemr-python"
  }
 ],
 "source_count": 1,
 "cite_as": {
  "zh": "System R Risk Intelligence｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/io.github.System-R-AI%2Fsystemr-risk-intelligence（資料日期 未標示，擷取 2026-10-19）",
  "apa": "台灣 AI 代理人任務中樞. (2026). System R Risk Intelligence. Retrieved 2026-10-19, from https://penguindriver.com/s/io.github.System-R-AI%2Fsystemr-risk-intelligence",
  "markdown": "[System R Risk Intelligence](https://penguindriver.com/s/io.github.System-R-AI%2Fsystemr-risk-intelligence)（台灣 AI 代理人任務中樞，2026-10-19）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}