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触发条件

claim-ledger-to-tasks

扫描 topic 的 digests Claim Ledger,把“未核验 + 数字高影响”条目转成 tasks(核验待办)。

SKILL.md

Full skill instructions

触发条件

当某个 topic 下已经批量产出了 digest(含 Claim Ledger),需要把“未核验的关键数字/口径”拆成可追踪的核验待办时使用。

目标

  • 输入:topic_id
  • 输出:在 tasks 中创建一批“核验”任务(默认 status=pending),并带上 topic_id 与 bvid 等标签,便于看板/筛选。

SOP

  1. 确认 topic

    • topic_id:例如 bili_up_414609825_touyanxianji
  2. dry-run 预览(推荐)

    • python3 scripts/​claim_ledger_to_tasks.py --topic <topic_id> --dry-run --max-total 20 --max-per-digest 2
  3. 正式创建 tasks

    • python3 scripts/​claim_ledger_to_tasks.py --topic <topic_id> --max-total 80 --max-per-digest 2
    • 输出 JSON 默认建议落到:state/​tmp/​claim_tasks_created_*.json(便于回溯)
  4. 验证创建结果

    • 可用 tasks MCP 或本地脚本查询:topic_id 过滤确认数量与标题是否合理。

过滤规则(当前实现)

  • 只处理:核验状态=unverified
  • 只挑选:包含“数字 + 单位/百分比”等紧凑数值事实,并结合关键词打分(每条 digest 取 TopN)
  • 目的:降低 ASR 噪声导致的“泛泛而谈”任务污染

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