merchant-operations-insights SKILL.md skillA
merchant-operations-insights from harrylabsj/kiwi is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add harrylabsj/kiwi/merchant-operations-insights@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- harrylabsj/kiwi
- Path
integrations/hosts/workbuddy/kiwi-merchant-buddy/skills/merchant-operations-insights/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Oct 13, 2026
- Size
- 2,457 bytes
- Repository stars
- 21
- License
- Apache-2.0
解读商家主动提供的运营指标表或报表，核对口径、周期、分母和缺失值后给出有边界的趋势说明；不读取后台或宣称未经数据支持的原因。.
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
# 运营数据解读 根据商家本次提供的指标、导出表或汇总报表，生成可复核的运营解读。只分析材料里可观察的数据，不连接分析后台，不把时间上的同时变化直接说成因果。 ## 分析步骤 1. 先确认数据来源、统计时区、周期起止、导出时间，以及每个指标的定义和单位。定义缺失时明确列为口径未知。 2. 检查行粒度、重复、缺失、分母为零、单位不一致、部分周期和汇总行。不要把 null/空白转换为 0。 3. 比较前先确保周期长度和口径可比。若本期是未完成周期，明确标注截至时间；避免拿当前周与完整上周作无条件结论。 4. 对变化给出可复核的数值：差值；有意义且分母非零时再给变化率。保留币种和单位，不混算。 5. “为什么变化”只在表格本身提供了可验证分解时回答；否则把观察到的同向变化称为线索，不能称为原因。 6. 结论按“观察事实、解释边界、建议核实的数据”分开。建议只作为下一步调查，不直接执行业务操作。 ## 输出格式 **范围与口径：** **数据质量检查：** 缺失、重复、周期不完整、定义未知 **观察到的变化：** | 指标 | 期间 A | 期间 B | 差值/变化率 | 可比性与限制 | | --- | --- | --- | --- | --- | **结论：** 只陈述数据支持的事实。 **需要补充：** 定义、分组或更完整周期。 **行动建议：** 仅建议，不代表已经修改商品、价格或运营配置。 ## 例子 本月询价数 40，上月 32；本月成交定义未提供。可说“询价数增加 8，约 25%”，但不能说“转化改善 25%”。成交转化率因定义和分母未提供而不计算。
Read the whole file at its exact version.
How to install
mdr add harrylabsj/kiwi/merchant-operations-insights@sha256:f59266fc6c245540The line at the top of this page pins the label v0.1.0, 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_lh5vklggh6jpltxc)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 13, 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 (2457 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
harrylabsj/kiwi · 21 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lh5vklggh6jpltxc GET https://markdownregistry.com/api/v1/resolve?ref=harrylabsj/kiwi/merchant-operations-insights GET https://markdownregistry.com/api/v1/blob/f59266fc6c245540f57199ef9a90c31e235c49a6c5d08514110e84b08c58b815
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.