sn-search-social-cn

sn-search-social-cn is a skill for Claude Code, Codex from OpenSenseNova/SenseNova-Skills. It costs 52 tokens per session (1,188 once invoked), scanned A, original, MIT.

A set of scripts for searching Chinese-language videos and discussions on Bilibili, Zhihu, and Douyin, with web fallback for Xiaohongshu and Weibo.

In plain words
What is it for?
It helps find public videos, questions, discussions, trends, and related social content in Chinese.
Why use it?
It brings several Chinese social sources into one research workflow, while making clear which sources may be less reliable or need login credentials.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps find public videos, questions, discussions, trends, and related social content in Chinese.

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Install with agentmods
npx agentmods add skills/opensensenova/sensenova-skills/sn-search-social-cn
About the project

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.

OpenSenseNova/SenseNova-Skills · 5,570 stars · on GitHub

Install

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.

Any agent
npx skills add OpenSenseNova/SenseNova-Skills --skill sn-search-social-cn
Clone the repo
git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for sn-search-social-cn

README.md
[![agentmods](https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-search-social-cn/github.svg)](https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-cn)
Your own site
<a href="https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-cn"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-search-social-cn/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.

agentmods 80×15 button for sn-search-social-cn

Your own site · 80×15
<a href="https://agentmods.dev/skills/opensensenova/sensenova-skills/sn-search-social-cn"><img src="https://agentmods.dev/badge/skills/opensensenova/sensenova-skills/sn-search-social-cn.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,188 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00052 $0.01188
Opus 5 $0.00026 $0.00594
Sonnet 5 $0.00010 $0.00238
Haiku 4.5 $0.00005 $0.00119

Measured 9d ago against content hash 369fdd52aa9b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

sn-search-social-cn 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.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/bilibili_search.py, scripts/douyin_search.py, scripts/search_utils.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/sn-search-social-cn/SKILL.md · 102 lines

How it starts

The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.

sn-search-social-cn - 中文社交平台搜索

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。

脚本搜索 B站、知乎、抖音三个中文社交平台。小红书、微博当前没有可用脚本入口,如研究必须覆盖这两类来源,使用 browser-use 打开公开网页结果或平台搜索页,并在结果中说明该来源来自网页兜底。

稳定性说明

中文社交平台没有稳定的公开搜索 API,所有脚本依赖内部 API 或第三方库,可能因平台更新而失效

脚本 平台 稳定性 认证方式
bilibili_search.py B站 较高 无需(可选 cookie 提高质量)
zhihu_search.py 知乎 中等 ZHIHU_COOKIE
douyin_search.py 抖音 较低 DOUYIN_COOKIE
无脚本 小红书 browser-use / 公开网页兜底
无脚本 微博 browser-use / 公开网页兜底

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 搜索免费可见网页,说明缺少依赖。

  1. 在浏览器中登录对应脚本平台
  2. 打开开发者工具(F12)→ Network 标签
  3. 刷新页面,在请求头中找到 Cookie 字段
  4. 将完整 cookie 字符串设置为对应环境变量。小红书、微博当前没有脚本入口,不读取 XHS_COOKIE / WEIBO_COOKIE

参数说明

bilibili_search.py

python3 scripts/bilibili_search.py <query> [选项]
参数 说明 默认值
query 搜索关键词(必填)
--limit, -n 返回结果数量 10
--cookie B站 Cookie(也可通过 BILIBILI_COOKIE 环境变量设置,可选,提高结果质量)
--order 排序:空=综合, totalrank=最佳匹配, click=播放, pubdate=最新, dm=弹幕, stow=收藏 综合
python3 scripts/bilibili_search.py "机器学习教程" --limit 5
python3 scripts/bilibili_search.py "Python" --order click --limit 10

zhihu_search.py

python3 scripts/zhihu_search.py <query> [选项]
参数 说明 默认值
query 搜索关键词(必填)
--limit, -n 返回结果数量 10
--cookie 知乎 Cookie(也可通过 ZHIHU_COOKIE 环境变量设置,必填)
--type 搜索类型:general, topic, people, zvideo general
ZHIHU_COOKIE="..." python3 scripts/zhihu_search.py "Python 异步编程" --limit 5
python3 scripts/zhihu_search.py "大模型" --cookie "..." --type topic --limit 5

douyin_search.py

Read the full file on GitHub · 102 lines

Files

What ships with it

5 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.

Changes

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.

  1. 9d ago First seen · 102 lines · 52 tokens per session scan A 369fdd52aa9b

Subscribe to this mod's changes

sn-search-social-cn is a skill published in the GitHub repository OpenSenseNova/SenseNova-Skills (5,570 stars, last pushed yesterday), licensed MIT. It adds 52 tokens to every session and 1,188 once invoked, about $0.0003 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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