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signal-scoring

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Original

English
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Translation

Chinese

Signal Scoring Blueprint Skill

信号评分蓝图Skill

When to Use

适用场景

  • Designing or revising multi-source signal scoring models.
  • Auditing why certain accounts jump tiers or stay suppressed.
  • Communicating scoring logic to RevOps, sales, and compliance stakeholders.
  • 设计或修订多源信号评分模型。
  • 审计特定客户账户等级变动或被抑制的原因。
  • 向RevOps、销售及合规相关人员传达评分逻辑。

Framework

框架

  1. Source Inventory – list each signal type, freshness cadence, coverage %, and reliability.
  2. Weighting Model – assign base weights, adjust for persona relevance, and define topic multipliers.
  3. Decay Curves – set time-based decay (hours/days/weeks) per signal category with thresholds for expiration.
  4. Thresholds & Tiers – document what scores map to activation tiers, nurture status, or executive escalation.
  5. Governance – outline ownership, review cadence, and change management triggers.
  1. 信号源清单——列出每种信号类型、更新频率、覆盖占比及可靠性。
  2. 权重模型——分配基础权重，根据用户角色相关性进行调整，并定义主题乘数。
  3. 衰减曲线——为每个信号类别设置基于时间的衰减规则（小时/天/周）及过期阈值。
  4. 阈值与等级——记录分数对应的激活等级、培育状态或高管介入标准。
  5. 治理机制——明确所有权、审核频率及变更管理触发条件。

Templates

模板

  • Scoring worksheet (source, weight, decay, threshold, notes).
  • Tier definition matrix with recommended plays.
  • Change log template capturing rationale, data evidence, and approvals.
  • 评分工作表（包含信号源、权重、衰减规则、阈值、备注）。
  • 包含推荐行动的等级定义矩阵。
  • 用于记录理由、数据依据及审批情况的变更日志模板。

Tips

小贴士

  • Blend at least two independent signals before green-lighting high-effort plays.
  • Version control your scoring logic and share diffs in RevOps channels.
  • Pair with 
    suppression-logic
    to avoid conflicting triggers.
  • 在批准高投入行动前，需结合至少两个独立信号。
  • 对评分逻辑进行版本控制，并在RevOps渠道中分享差异内容。
  • 搭配
    suppression-logic
    使用，避免触发冲突。