sealeap-shopify-marginal-budget-review SKILL.md skillA
sealeap-shopify-marginal-budget-review 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-marginal-budget-review@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-marginal-budget-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260924.8afb789, committed Sep 24, 2026
- Size
- 2,003 bytes
- Repository stars
- 105
- License
- MIT
Shopify 边际收益与预算方案评审。用于已有营销模型的响应曲线、预算约束和可执行性复核；不替代模型训练或直接投放。.
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 边际收益与预算方案评审 ## 输入与范围 - 已验证模型版本、目标变量、窗口及外样本结果。 - 渠道响应曲线/情景、当前支出、历史可观察区间。 - 总预算、渠道上下限、合同/库存/现金约束。 - 商品贡献结构、实验校准证据与不确定性。 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. 核模型目标与经营目标是否一致，区分固定预算最大响应和目标效率两种问题。 2. 查看平均ROAS与边际响应的不同，核衰减、饱和及支出到曝光映射的假设。 3. 约束每个渠道的上下限、预算总量与实际可交付能力，对外推区间和零数据渠道标记HOLD。 4. 比较基线与候选在多个合理模型/情景下的净贡献，记录结论对假设的敏感性。 5. 把模型建议转换成小范围预算实验与回退条件；未有用户实际投放授权时不写账户。 ## 交付 - 预算约束表。 - 基线与候选情景。 - 边际响应/不确定性说明。 - 有限实验与回退清单。 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-marginal-budget-review@sha256:ed52df8de5bcd27eThe 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_wnrs6xjpy65xvk3r)
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 (2003 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_wnrs6xjpy65xvk3r GET https://markdownregistry.com/api/v1/resolve?ref=xjli360/sealeap-ecommerce-skills/sealeap-shopify-marginal-budget-review GET https://markdownregistry.com/api/v1/blob/ed52df8de5bcd27ef985867a13fc43d93ea065a8d67a072dc1da295879e0cb9d
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.