SenseNova-Skills is a collection of modular skills that extend SenseNova models with office-assistant capabilities such as image generation, presentation creation, spreadsheet analysis, and research. The skills are designed for use in agent runtimes and can be combined into productivity workflows; the catalogue entries are individual skills and agents from this collection.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-mediagit clone --depth 1 https://github.com/OpenSenseNova/SenseNova-SkillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-media)<a href="https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-media"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-search-social-media/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-media"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-search-social-media.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00026 | $0.01427 |
| Opus 5 | $0.00013 | $0.00714 |
| Sonnet 5 | $0.00005 | $0.00285 |
| Haiku 4.5 | $0.00003 | $0.00143 |
Grade A, and why
sn-search-social-media scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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 10
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 88 lines · 26 tokens per session scan A 69bd0bd8f298
sn-search-social-media is a skill published in the GitHub repository OpenSenseNova/SenseNova-Skills (5,570 stars, last pushed yesterday), licensed MIT. It adds 26 tokens to every session and 1,427 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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