ecommerce-review-insights SKILL.md skillA
ecommerce-review-insights from devinchen2014/socialdatax-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add devinchen2014/socialdatax-skills/ecommerce-review-insights@git:20261103.3dd8b10Pins git:20261103.3dd8b10 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- devinchen2014/socialdatax-skills
- Path
modelscope-skills/ecommerce-review-insights/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261103.3dd8b10, committed Nov 3, 2026
- First version recorded
- Oct 20, 2026
- Size
- 14,473 bytes
- Repository stars
- 6
- License
- MIT
当用户需要归纳商品评价中的优缺点、购买顾虑和改进建议时使用。支持各平台提供的评价文本或表格，也可通过小红书商品链接或sku_id在线分析评价。输出带原话依据、评价条数与范围说明的主题表；已有资料可直接分析。来自 SocialDataX 社媒数据助手。.
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
<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->
# 商品评价分析
## 适用场景
当用户需要归纳商品评价中的优缺点、购买顾虑和改进建议时使用。支持各平台提供的评价文本或表格，也可通过小红书商品链接或sku_id在线分析评价。输出带原话依据、评价条数与范围说明的主题表；已有资料可直接分析。来自 SocialDataX 社媒数据助手。
## 快速开始
- 提供评价文本、可读取的表格，或小红书商品链接/sku_id；有商品规格、时间范围或关注问题时一并说明。
- 已有评价资料直接分析；小红书商品链接先读取详情取得sku_id，再读取评价，已有sku_id直接读取评价；默认一页，按需继续。
- 得到评价主题、样本条数、原话依据、改进建议与不足说明。
## API Key 获取
获取或管理 API Key：访问 <https://socialdatax.com/ai?from=modelscope>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。
- 先确认调用方式和命令实际运行位置：已认证的 hosted MCP 不要求本地 CLI 变量或 Node/npm；需要 Key 的直接 CLI 则在同一执行环境用下方命令检查。已能读取就继续原任务，不覆盖已有配置。不能运行命令或缺少 Node.js 属于执行环境问题，不能当成 Key 缺失；仅在确认用户没有 Key 时，才引导从上述官网获取。
- 本地 Agent：优先用客户端官方支持的持久化 Secret / env，并确认它注入 Agent 命令进程。WorkBuddy 可在当前可信工作空间的 `.codebuddy/settings.local.json` 中合并 `{"env":{"SOCIALDATAX_API_KEY":"<YOUR_API_KEY>"}}`，保留其他设置和 env；此路径只适用于 WorkBuddy，作用域只限该工作空间。真实 Key 由用户本地填写，文件不提交版本库。
- 远程 Agent：在实际运行命令的远程主机或服务配置客户端持久化 Secret / env，按该客户端的官方方式重新加载执行进程，并在同一远程会话检查；本机系统变量不会自动传到远程。不要因本机检查成功就认定远程也可用。
…Read the whole file at its exact version.
How to install
mdr add devinchen2014/socialdatax-skills/ecommerce-review-insights@sha256:c8d4acc44ded19bcThe line at the top of this page pins the label git:20261103.3dd8b10, 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_yrs5ad737qedmtiw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Oct 20, 2026 and Nov 3, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.3dd8b10 latest | 2026-11-03 | 3dd8b10 | 14,473 B | A | view · diff |
| git:20261029.de2a8f4 | 2026-10-29 | de2a8f4 | 10,364 B | A | view · diff |
| git:20261020.d673480 | 2026-10-20 | d673480 | 10,146 B | A | view · diff |
| git:20261020.c8ad3d1 | 2026-10-20 | c8ad3d1 | 9,906 B | A | view |
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 (14473 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
devinchen2014/socialdatax-skills · 6 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yrs5ad737qedmtiw GET https://markdownregistry.com/api/v1/resolve?ref=devinchen2014/socialdatax-skills/ecommerce-review-insights GET https://markdownregistry.com/api/v1/blob/c8d4acc44ded19bc8c536807bc7cc7ff923a9eea949949720d9909d9bdb3dc5d
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.