聚合指标看板 · Metrics Aggregator

    1

    把分散业务指标聚合成一张可读看板:定义核心口径、分组聚合与异常规则,输出看板结构与解读要点。 Turn scattered business metrics into one readable dashboard with clear definitions, grouped aggregation, anomaly rules, and interpretation notes.

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    聚合指标看板 · Metrics Aggregator

    Example session with this skill installed

    我们有订单、用户活跃和客服三个后台的数据,想做一张给管理层看的周会看板,帮我聚合指标并定义口径。

    • Read your context and instructions
    • Compiled the metrics aggregator
    • Generated the UI component

    看板方案
    为周会设计一张三层看板:北极星指标 1 个、过程指标 4 个、健康度指标 3 个,全部附口径与数据源,每周一自动更新。

    一、北极星指标

    指标口径数据源
    周付费用户数当周完成首笔支付去重用户订单后台

    二、过程指标

    指标口径数据源
    周活跃用户周内登录≥1次去重用户用户后台
    注册转化率注册→首单/注册数订单+用户后台
    客单价实付总额/订单数订单后台
    客服响应时长首次响应中位数客服后台

    三、健康度指标与预警

    指标异常规则触发动作
    周环比下滑环比<-10%查渠道与活动日历
    客服响应>5分钟中位数超阈值检查排班与工单积压
    退款率>5%连续两周排查商品质量与承诺

    四、看板布局

    • 第一行:北极星 + 三个过程指标卡;
    • 第二行:趋势折线图(活跃/付费);
    • 第三行:异常列表,只显示触发项。

    下一步

    1. 确认三个后台的导出字段名,我补齐取数说明;
    2. 把口径写进数据字典,避免各方算法不一致;
    3. 第一版先用表格拼,两周后再接自动图表。

    metrics-aggregator.tsx

    TSX · React component

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Structure KPI frameworks for business operations teams.Audit existing metrics for logical consistency and risks.Translate complex data requirements into simple implementation steps.Generate professional dashboard requirement documents (PRDs).

    About this skill

    它解决什么问题

    指标散在多个后台和表格里,口径还不一样:DAU 一个数、订单另一个数,周会对着三张表来回切。直接让 AI 出看板,常给花哨图表,却不定义指标口径和异常规则。

    这个技能做什么

    先确认看板给谁看、多久更新一次,再定义每个指标的口径与数据源,按「北极星 → 过程 → 健康度」分组聚合,输出看板结构、图表类型选择与异常预警规则,附解读要点。

    为什么比裸提示词强

    • 口径先行:每个数字都能追溯来源。
    • 分层清晰:北极星、过程、健康度三层。
    • 带预警:异常阈值与触发后的动作一起给。

    典型用例

    • 给管理层做周会经营看板。
    • 把多平台数据聚合成一张运营看板。
    • 新业务上线前定核心指标结构。

    局限

    不接真实数据源,需你提供指标与数据;口径改动请同步更新数据字典。

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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