merchant-operations-insights
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。
Skill by harrylabsj
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/harrylabsj-merchant-operations-insights
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/merchant-operations-insights
What's inside
- Skill name
merchant-operations-insights- Description
- 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。
- License
- Apache-2.0
- Instructions
- 31 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# 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。
From harrylabsj/kiwi, Apache-2.0.
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Confirm selected Kiwi nonbinding terms with the buyer, handle persistent approvals and provide a verified handoff without placing orders or paying.
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校验商家提供的京东、淘宝或天猫商品交易链接与平台商品ID是否严格对应；适用于成交入口发布前检查，不用于联网确认商品真伪、库存或购买。
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merchant-source-evidence-audit
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核对商家主动提供的商品源记录能否支撑特定公开事实，标出来源、时效、冲突与缺项；适用于报价或目录复核前的事实审计，不用于改写目录或发布。
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merchant-quote-draft
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基于商家明确提供的现行公开价格、单位、库存、有效期和报价条件，准备内部及买方可读的报价草稿；不创建交易、不接受订单，也不公开私有底价。
SkillAFreshness: A★ 21Claude Code +9
Signals
- Stars
- 21
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Oct 13, 2026 (18 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/harrylabsj/kiwi
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from harrylabsj
- 0.649score
kiwi-cloud-deploy
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Deploy the Kiwi merchant reception runtime to the merchant's own WorkBuddy cloud app in a strict order (verify the pinned package → prepare → publish through…
SkillAFreshness: A★ 21Claude Code +9 - 0.649score
kiwi-product-import
harrylabsj
Convert merchant-provided product spreadsheets (Excel/CSV/pasted tables/screenshot text) into a Kiwi workbench import-ready CSV with confirmed column mapping…
SkillAFreshness: A★ 21Claude Code +9 - 0.646score
kiwi-merchant-cs-prep
harrylabsj
Help merchants prepare sourced customer-service FAQs, draft replies and human-handoff rules in Kiwi Merchant Buddy without connecting a merchant server.
SkillAFreshness: A★ 21Claude Code +9 - 0.646score
kiwi-cloud-deploy
harrylabsj
Deploy the Kiwi merchant reception runtime to the merchant's own WorkBuddy cloud app in a strict order (pack verify → first sites_deploy to obtain the public…
SkillAFreshness: A★ 21Claude Code +9 - 0.646score
kiwi-source-and-quote
harrylabsj
Use the Kiwi connector to clarify product requirements, discover suppliers and send authorized RFQs with recoverable task IDs.
SkillAFreshness: A★ 21Claude Code +9 - 0.643score
kiwi-sourcing
harrylabsj
Source products, request quotes, compare offers, and negotiate non-binding terms with suppliers.
SkillAFreshness: A★ 21Claude Code +9
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merchant-operations-insights skill. Agent Mart. https://agentmart.dev/skills/harrylabsj-merchant-operations-insights (last updated 2026-10-24)