agent-fact-check-verify

嚴謹多來源資訊查核與可信度判定技能。用於「查證/核實/核實這個/是真的嗎/是否正確」類請求,整合政府、官方、主流媒體、事實查核站、X(Twitter)、Reddit 等來源,採用內部 100 分制規則化評分(不對使用者公開分數),對外輸出中立且整合式結論。

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Install skill "agent-fact-check-verify" with this command: npx skills add NHZallen/agent-fact-check-verify

Agent Fact Check Verify

核心原則

  • 對外回覆不展示評分機制與分數。
  • 對內可拆 claim,但對外禁止逐條 claim 展示
  • 對外只提供整合後結論,語氣中立,不帶立場。
  • 如為錯誤資訊,直接給出正確情形。
  • 如為預測資訊,不做真偽裁定,僅整理目前可查情形。
  • 最後永遠附上限制聲明:
    • ⚠️ 本查核基於公開可得資訊,無法涵蓋未公開或付費牆後的內容。

對外輸出格式(強制)

輸出時固定使用以下四段,順序不可更動:

  1. 是否正確(簡答):僅可用「正確 / 錯誤 / 部分正確 / 證據不足」其一,並附一句簡答。
  2. 此事的真實情形:整合後敘述,不列逐條 claim。
  3. 結論:給出可執行的最終判斷(必要時含不確定性提醒)。
  4. 相關連結(最多三個):最多 3 條,優先官方與高可信來源。

執行流程(Agent)

  1. scripts/factcheck_engine.py extract:拆解可查證 claim。
  2. 依 claim 類型分流:opinion/satire/prediction/verifiable。
  3. 搜尋分三輪:官方→主流→反證(每輪最多 2 次,總 6 次);另外可增加 X(Twitter) 多次查核(建議 3 次)作為社群佐證,且不改動官方/主流/反證三輪次數。
  4. scripts/factcheck_engine.py score:以規則表計算內部分數。
  5. scripts/factcheck_engine.py compose:輸出對使用者的整合回覆(不含分數)。

搜尋工具策略

來源分級與評分

詳見:

  • references/scoring-rubric.md
  • references/source-policy.md

版本

  • 1.0.4

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