sn-search-social-media SKILL.md skillA

sn-search-social-media from opensensenova/sensenova-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add opensensenova/sensenova-skills/sn-search-social-media@git:20260715.c9bcf7a

Pins git:20260715.c9bcf7a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
opensensenova/sensenova-skills
Path
skills/sn-search-social-media/SKILL.md
Versions recorded
3
Latest version
git:20260715.c9bcf7a, committed Jul 15, 2026
First version recorded
Jun 30, 2026
Size
5,565 bytes
Repository stars
6,031
License
MIT

搜索社区、社媒、新闻热点、百科趋势、开发者生态和技术讨论时使用。.

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

# sn-search-social-media - 社区/社媒/新闻热点搜索

## 凭证配置

API key、token 与 cookie 统一建议写在仓库根目录 `.env`(参考 `.env.example`),并由 runtime 或用户在执行前加载为同名环境变量。脚本仍只从环境变量或显式 CLI 参数读取凭证;不要把真实密钥写入 skill payload、报告、日志或提交。

本技能给 agent 用于抓取公开热点信号。只使用免费、免注册、免 API key、非加密货币的数据源;不要要求用户提供 token、cookie、API key,也不要使用商业收费接口。

## 硬性规则

- 禁止处理加密货币、虚拟货币、区块链、Web3、NFT、DeFi、交易所,以及加密货币语境下的挖矿/钱包等查询。
- 如果用户请求加密货币相关热点,直接说明本技能不覆盖该主题,不要运行脚本。
- 不使用 GitHub code search、GitHub GraphQL、Stack Exchange key、BigQuery、YouTube API、Twitter/X API、TikHub、Reddit OAuth 或任何需要注册 key/token/cookie 的方式。
- 不使用无法访问、要求登录、要求付费或只有商业计划的资源;遇到新增资源,先确认能访问且符合以上限制。
- API 脚本和 browser-use 没有优先级,可在同一任务中混合使用。
- 百度指数、微博热搜/微指数只用公开网页可见内容;不要进入或引导使用付费商业功能。
- 脚本返回标准 JSON;引用 `items[].url` 或 browser-use 打开的页面链接作为证据。

## 依赖

首次运行或脚本提示缺库时,使用本技能的依赖清单安装到当前 Python 环境:

```bash
python3 -m pip install -r requirements.txt
```

不要在脚本内部自动安装依赖。若安装失败、网络不可用或包不可用,停止使用对应脚本并改用 browser-use/公开网页搜索,说明缺少依赖。

## 资源选择

| 场景 | API 脚本 | browser-use 入口 | 说明 |
| --- | --- | --- | --- |
| 百科页面关注度、公众注意力辅助指标 | `scripts/wikimedia_pageviews.py` | `https://doc.wikimedia.org/generated-data-platform/aqs/analytics-api/` | Wikimedia Pageviews 需要 User-Agent |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add opensensenova/sensenova-skills/sn-search-social-media@sha256:69bd0bd8f298afc2

The line at the top of this page pins the label git:20260715.c9bcf7a, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3by7ii4pzxijxlkn.svg)](https://markdownregistry.com/a/art_3by7ii4pzxijxlkn)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jun 30, 2026 and Jul 15, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20260715.c9bcf7a latest2026-07-15 c9bcf7a 5,565 BA view · diff
git:20260701.c44b2612026-07-01 c44b261 5,633 BA view · diff
git:20260630.4afb99c2026-06-30 4afb99c 5,318 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5565 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

GitHub

opensensenova/sensenova-skills · 6,031 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3by7ii4pzxijxlkn
GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/sn-search-social-media
GET https://markdownregistry.com/api/v1/blob/69bd0bd8f298afc225fb14e597f65d0376f78eb72a98063aa07487d7f9ca9704

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.

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