sealeap-shopify-mmm-data-readiness SKILL.md skillA
sealeap-shopify-mmm-data-readiness from xjli360/sealeap-ecommerce-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xjli360/sealeap-ecommerce-skills/sealeap-shopify-mmm-data-readiness@git:20260924.8afb789Pins git:20260924.8afb789 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xjli360/sealeap-ecommerce-skills
- Path
sealeap-amazon-skills/shopify/sealeap-shopify-mmm-data-readiness/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260924.8afb789, committed Sep 24, 2026
- Size
- 2,062 bytes
- Repository stars
- 105
- License
- MIT
Shopify 营销组合建模数据准备。用于多渠道MMM建模前的数据适用性、口径和可识别性审计；不输出尚未拟合的渠道ROI。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Shopify 营销组合建模数据准备 ## 输入与范围 - 明确的业务问题、KPI和决策粒度。 - 同频率收入/销量与退款数据、真实媒体支出和曝光。 - 价格、促销、缺货、渠道变化、节日与经营事件。 - 数据起止、币种、时区、来源、缺失与变更日志。 先固定目标市场、观察时间与用户要作的决定。缺少决定性资料时完成可确定部分，把其余标为未知或HOLD，不虚构账户状态。 ## 工作流程 1. 先确定要回答的预算问题及KPI，拆开平台归因收入与实际经营总额。 2. 按同一周起始日/时间粒度对齐数据，区分真实零值、缺失、延迟与计划数，抽样对账后再扩全集。 3. 检查渠道变化量、有效样本、共线性、促销与缺货的重叠；不能靠机械拆成更多变量提高可信度。 4. 建立按时间顺序的训练、验证与外样本评估方案，保留价格/媒体定义变化等结构断点。 5. 交付GO/HOLD数据准备结论和需要额外实验的识别缺口；拟合模型、实验校准和预算上线是后续独立任务。 ## 交付 - 变量与来源字典。 - 时间序列质量表。 - 可识别性与混杂清单。 - 建模准备判定及补证任务。 分支判断、验收字段和合成案例见 [操作手册](references/playbook.md)；需要查来源范围、计数或当前规则时读 [证据与规则](references/evidence.md)。 ## 执行边界 本Skill提供任务流程，不表示已经连接平台或取得商户操作权限。事实、估算、假设、未知分别记录；经验与模型输出不保证收益。只执行用户已授权动作，已有明确授权不重复索取；提交、处理和结果回读分开。网络和工具受限时完成可审阅方案，不绕过访问限制或伪造执行成功。
Read the whole file at its exact version.
How to install
mdr add xjli360/sealeap-ecommerce-skills/sealeap-shopify-mmm-data-readiness@sha256:58180136f23070cbThe line at the top of this page pins the label git:20260924.8afb789, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2jaeakaabolhvhcj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 24, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2062 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
xjli360/sealeap-ecommerce-skills · 105 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2jaeakaabolhvhcj GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-ecommerce-skills/sealeap-shopify-mmm-data-readiness GET https://markdownregistry.com/api/v1/blob/58180136f23070cb383f2ce177b2083993da2dcdac9bc4bbdefcc76ba66b14d3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.