{
 "title": "quant-swarm",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/io.github.blink1217%2Fquant-swarm",
 "markdown": "https://penguindriver.com/s/io.github.blink1217%2Fquant-swarm.md",
 "summary": "Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion.",
 "date_modified": null,
 "retrieved": "2026-10-06",
 "content_sha256": "4e365797fb28d6f010e7483db596ab7a65ea78e3aad8da0965c985cfbf0b1dd5",
 "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.blink1217%252Fquant-swarm&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/blink1217/trading-swarm-mcp",
   "url": "https://github.com/blink1217/trading-swarm-mcp"
  },
  {
   "name": "https://1.21initiative.com/mcp/",
   "url": "https://1.21initiative.com/mcp/"
  }
 ],
 "source_count": 2,
 "cite_as": {
  "zh": "quant-swarm｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/io.github.blink1217%2Fquant-swarm（資料日期 未標示，擷取 2026-10-06）",
  "apa": "台灣 AI 代理人任務中樞. (2026). quant-swarm. Retrieved 2026-10-06, from https://penguindriver.com/s/io.github.blink1217%2Fquant-swarm",
  "markdown": "[quant-swarm](https://penguindriver.com/s/io.github.blink1217%2Fquant-swarm)（台灣 AI 代理人任務中樞，2026-10-06）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}