Rival Search MCP
damionrashford/RivalSearchMCP
Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP.
“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。”
MITAuto-check: notes
Install Sn Search Social Media
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-media --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sn-search-social-media .claude/skills/sn-search-social-media && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .claude/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-mediaType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-media --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sn-search-social-media .agents/skills/sn-search-social-media && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .agents/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-media --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sn-search-social-media .cursor/skills/sn-search-social-media && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .cursor/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/OpenSenseNova/SenseNova-Skills.git --path skills/sn-search-social-media--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-media --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sn-search-social-media .gemini/skills/sn-search-social-media && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .gemini/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-mediaInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sn-search-social-media .github/skills/sn-search-social-media && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .github/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OpenSenseNova/SenseNova-Skills sn-search-social-media --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sn-search-social-media .opencode/skills/sn-search-social-media && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "sn-search-social-media" agent skill from https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-search-social-media into .opencode/skills/sn-search-social-media/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sn-search-social-media", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
sn-search-social-media- GitHub stars
- 5.7k
- Token cost
- ~845 tokens
- SKILL.md length
- 150 words
- Files
- 8 (incl. scripts)
- Skills in repo
- 36
- Repo updated
- First seen
- Licence
- MIT
At a glance
- SKILL.md covers 凭证配置, 硬性规则, 依赖 and 资源选择, plus 3 more sections
- Runs Python scripts from its folder; calls python3; reaches doc.wikimedia.org and github.com
About this skill
Sn Search Social Media is a skill in OpenSenseNova/SenseNova-Skills (5.7k stars). Its SKILL.md is about 845 tokens, with 7 other files in the folder (scripts). Licence: MIT.
What it can do on your machine
Read from SKILL.md and the folder at commit 7838651. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 6 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
doc.wikimedia.orggithub.comstackexchange.comnews.ycombinator.comindex.baidu.coms.weibo.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Sn Search Social Media loads about 845 tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 150 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:10
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
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from OpenSenseNova/SenseNova-Skills at commit 7838651, republished under its MIT licence (© OpenSenseNova). 150 words, ~845 tokens.
Download SKILL.mdSave it as
.claude/skills/sn-search-social-media/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- sn-search-social-media
- description
- 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。
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：
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 |
| 开源项目热度、工程活动、开发者生态 | scripts/github_public_search.py | https://github.com/search | 只搜公共仓库和 Issue；不搜 code |
| 技术问题热度、开发者需求 | scripts/stackexchange_search.py | https://stackexchange.com/search | 默认 Stack Overflow，可指定 --site |
| 创业、科技社区讨论热榜 | scripts/hackernews_hotspots.py | https://news.ycombinator.com/ | 官方 API 不支持服务端搜索，脚本本地过滤 |
| 指数趋势、搜索热度、地域、人群画像、需求变化 | 无 | https://index.baidu.com/ | 百度指数；网页可用，只用免费可见内容 |
| 社媒舆情、热点、品牌声量、事件监测 | 无 | https://s.weibo.com/top/summary | 微博热搜/微指数；网页可用，只用免费可见内容 |
常用命令
以下 scripts/... 路径相对本 skill 目录；若当前工作目录不同，先解析为绝对路径：
python3 scripts/wikimedia_pageviews.py article "Artificial intelligence" --start 2026-05-01 --end 2026-05-17
python3 scripts/wikimedia_pageviews.py top --date 2026-05-17 --project en.wikipedia.org --limit 20
python3 scripts/github_public_search.py "llm agents" --type repositories --sort stars --limit 10
python3 scripts/github_public_search.py "agent framework bug" --type issues --sort comments --limit 10
python3 scripts/stackexchange_search.py "python asyncio" --site stackoverflow --sort votes --limit 10
python3 scripts/hackernews_hotspots.py --kind top --limit 10
python3 scripts/hackernews_hotspots.py --kind best --query "AI agents" --scan 150 --limit 10wikimedia_pageviews.py 默认使用带项目 URL 的 User-Agent；如运行环境需要自定义，可设置 WIKIMEDIA_USER_AGENT，这不是 API key。
使用策略
- 新闻热点：用 browser-use 打开新闻结果页、权威媒体页面或公开聚合页交叉查看；必要时用 Wikimedia 页面浏览量验证公众关注度。
- 技术/开发者热点：组合 GitHub 公共仓库、GitHub Issue、Stack Exchange、Hacker News，并可用 browser-use 打开结果页查看上下文；不要调用需要 token 的代码搜索。
- 公众关注趋势：对已知实体或事件标题跑 Wikimedia
article；找当天广泛关注对象跑top，也可用 browser-use 打开百科页面核对实体含义。 - 中文指数趋势：用 browser-use 打开百度指数，查看搜索热度、地域、人群画像、需求变化；只记录免费网页可见信息。
- 中文社媒舆情：用 browser-use 打开微博热搜/微指数，查看热点、品牌声量、事件监测线索；只记录免费网页可见信息。
- HN 关键词搜索只是“热榜后本地过滤”，如果结果少，提高
--scan，不要改用非官方或收费搜索 API。 - 多源结果冲突时，优先报告“各源信号不同”，不要把单一平台热度说成全网趋势。
输出约定
脚本输出：
{
"success": true,
"query": "...",
"provider": "wikimedia-pageviews|github-public|stackexchange|hackernews",
"items": [
{"title": "...", "url": "...", "snippet": "..."}
],
"error": null
}当 success=false 且错误提示为加密货币限制时，停止处理该请求。
© OpenSenseNova, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 7 other files (scripts) in skills/sn-search-social-media of OpenSenseNova/SenseNova-Skills.
- SKILL.md
- requirements.txt
- scripts/_filters.py
- scripts/github_public_search.py
- scripts/hackernews_hotspots.py
- scripts/search_utils.py
- scripts/stackexchange_search.py
- scripts/wikimedia_pageviews.py
Open the folder on GitHubat commit 7838651
Compare with similar skills
Sn Search Social Media next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Sn Search Social Media this skillOpenSenseNova/SenseNova-Skills | 5.7k | — | ~845 | Automated safety check: Notes | MIT | |
| Rival Search MCPdamionrashford/RivalSearchMCP | 132 | — | ~796 | Automated safety check: Pass | MIT | |
| Create Bossvogtsw/boss-skills | 249 | — | ~1.9k | Automated safety check: Notes | None | |
| Local Search Fallbacktaxueseek/argo | 188 | — | ~949 | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Greplooponyx-dot-app/onyx | 32k | 4 repos | ~3.3k | Automated safety check: Pass | MIT |
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Related
Questions about Sn Search Social Media
How do I install Sn Search Social Media in Claude Code?
Run `npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a claude-code`. Or copy the skill folder (skills/sn-search-social-media in OpenSenseNova/SenseNova-Skills) into .claude/skills/sn-search-social-media in your project. Claude Code loads it when a task matches its description.
How do I install Sn Search Social Media in Codex?
Run `npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a codex`. Or copy the skill folder (skills/sn-search-social-media in OpenSenseNova/SenseNova-Skills) into .agents/skills/sn-search-social-media in your project. Codex loads it when a task matches its description.
Can I use Sn Search Social Media in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-media -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sn-search-social-media, .gemini/skills/sn-search-social-media, .github/skills/sn-search-social-media and .opencode/skills/sn-search-social-media in your project.
What does Sn Search Social Media need to run?
Going by SKILL.md and its folder, Sn Search Social Media needs Python for the scripts in its folder and the command-line tools its instructions call (python3).
Does Sn Search Social Media access the network?
SKILL.md names 6 domains. In commands or code: doc.wikimedia.org, github.com, stackexchange.com, news.ycombinator.com, index.baidu.com and s.weibo.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Sn Search Social Media safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Sn Search Social Media use?
Sn Search Social Media is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sn Search Social Media use?
About 845 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Sn Search Social Media?
Skills that share tags, products or a category with Sn Search Social Media: Rival Search MCP (damionrashford/RivalSearchMCP, 132 stars), Create Boss (vogtsw/boss-skills, 249 stars), Local Search Fallback (taxueseek/argo, 188 stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sn Search Social Media?
OpenSenseNova (a GitHub organization) maintains it in OpenSenseNova/SenseNova-Skills, which has 5,749 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on October 9, 2026.
Source: OpenSenseNova/SenseNova-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.