claudecodex

workmagic

Attribution, lift test readouts and media budget planning from your WorkMagic data

23 on GitHubby WorkMagicv1.0.2MITupdated todayBusiness
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Plugin workmagic from marketplace workmagic-plugins in workmagicio/workmagic-agent-plugin. Commands read from the repo's manifest — today.

What it installs

Skills (9)

  • attribution-anomaly-diagnosis

    Diagnose "why" questions about attribution anomalies — attribution=0 (no attributed orders), and sudden drops, spikes or retroactive changes in attributed numbers. Do NOT use for "show me numbers" — that's attribution-data-query.

  • attribution-custom-dimension

    Handle attribution queries sliced by a business label ("by audience" / "by region" / "by brand") that is not a native field — it lives in campaign names and only becomes queryable once a Naming Convention (NC) rule is configured.

  • attribution-data-query

    Translate explicit data requests into Cube.dev SQL and return results. Default skill for query-type asks in the Attribution domain. No estimation, no fabrication, no proactive dashboards.

  • attribution-edge-routing

    Recognize when a user request falls outside attribution's capability boundary and route it gracefully — to another WM product (MBO / Lift Test / Creative Magic / Ads Magic / Audience Magic), to a human (CSM / DS / Eng), or to a clean decline that bridges back to what attribution can answer.

  • attribution-intent-clarification

    Resolve genuinely ambiguous attribution queries by asking ONE focused clarifying question, then hand off to attribution-data-query (or another skill). Never become a wall of questions.

  • attribution-model-comparison

    Pull attribution numbers under multiple attribution models side-by-side and explain why they differ in business language. Default 4-way comparison (idda / dda / last_click / platform_reported).

  • lift-test-readout

    Read and act on completed lift test results — interpret iROAS, confidence scores, and turn the data into a post-test decision.

  • mbo-create-scenario

    Turn a natural-language ask about media budget optimization into a configured MBO scenario — "how should I split my budget", "how much should I spend on X". Also handles rename, edit and delete on existing scenarios.

  • mbo-read-scenario

    Interpret existing MBO scenario results — read one, compare two, or reconcile MBO against attribution, lift tests, or actual spend. Read-only; "how much should I spend" goes to mbo-create-scenario.

MCP servers (1)

  • workmagic

    connects to: https://mcp.workmagic.io/mcp

View source on GitHub workmagic.io

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