README 声明 MIT 许可的 Agent 技能，对 8 大中文平台执行 AI 网络搜索并生成近 30 天有据可查的研究报告；可作为通用技能接入 DeepSeek Harness（智能体需具备 Bash / Read / Write 工具）。
DSH 适配
兼容
作者声明
安全审计
未审计
最后核验
2026-08-21
许可证
NOASSERTION
01它能帮你完成什么？
Research what happened on China's 8 major internet platforms in the last 30 days for any topic
A cited research report built from deduplicated, weighted-scored (45% relevance / 25% freshness / 30% engagement) results across Weibo, Xiaohongshu, Bilibili, Zhihu, Douyin, WeChat, Baidu and Toutiao — emitted as compact / JSON / Markdown / context / offline HTML
Researchers, analysts and content teams who need current, well-sourced insight into the Chinese internet straight from their AI agent
Turn multi-platform Chinese web search results into a browsable, archivable offline HTML research report
An offline-openable `report.html` (Swiss/IKB visual language from guizang-ppt-skill) generated via `--emit html` / `--emit html-path`
Users who want a printable, shareable research deliverable instead of terminal output
02如何接入 DeepSeek Harness？
前置条件
- A Python runtime — the skill runs as a Python CLI (`scripts/last30days.py` / `skills/last30days/scripts/last30days.py`)
- An AI agent exposing Bash / Read / Write tools — the README states any such agent can use this skill
- Optional: Playwright (`pip install playwright` + `playwright install chromium`) to unlock key-free crawler mode on 7 of 8 platforms
- Optional: `jieba` for enhanced Chinese tokenization (CJK bigram fallback runs without it)
安装步骤
- 01
Install via Agent Skills (recommended): `npx skills add Jesseovo/last30days-skill-cn -g`
$ npx skills add Jesseovo/last30days-skill-cn -g
- 02
Or clone the repo into your agent's skills directory, e.g. `git clone https://github.com/Jesseovo/last30days-skill-cn.git ~/.claude/skills/last30days-cn`
$ git clone https://github.com/Jesseovo/last30days-skill-cn.git ~/.claude/skills/last30days-cn
- 03
Optional (recommended): `python -m pip install playwright` then `python -m playwright install chromium` for crawler mode
- 04
Optional: `python -m pip install jieba` for better Chinese tokenization
- 05
Optional: create `~/.config/last30days-cn/.env` (chmod 600) and fill in optional API keys — only WeChat search requires `WECHAT_API_KEY`
验证接入成功
- Run `python scripts/last30days.py --diagnose` — it prints each platform's availability status and the crawler engine status as JSON
03DSH 适配与能力边界
Generic Agent Skill (SKILL.md + Python CLI) installable into any AI agent that exposes Bash / Read / Write tools — DeepSeek Harness included. The README does not document a dsh-specific integration; it documents Agent Skills / Claude Code / Cursor / OpenClaw installs plus a generic-agent mode, and the repo is tagged `dsh-plugin`.
30-day cross-platform research on 8 Chinese platforms
a natural-language topic plus optional flags (`--quick` / `--deep` / `--days N` / `--as-of` / `--search <platforms>`)→deduplicated, weighted-scored results from Weibo, Xiaohongshu, Bilibili, Zhihu, Douyin, WeChat, Baidu and Toutiao rendered as compact / JSON / Markdown / context report
performs live HTTP requests to the target platforms (and Bing site: search fallback)`--save-dir` writes raw outputs to disk; `--emit html` / `html-path` writes a `report.html` fileThree-tier data-acquisition fallback with optional Playwright crawler
per-platform search requests→API mode → Playwright crawler mode → public endpoints → Bing site: search fallback, so 7 of 8 platforms work with zero API keys once Playwright is installed
crawler mode drives a real Chromium browser via Playwright and simulates user browsingcrawler mode persists login cookies (login-state cache) between runsWeighted result scoring
raw multi-platform search results→a 0–100 composite score per item: 45% relevance, 25% freshness, 30% platform engagement (likes / comments / shares / views etc.)
04适合谁？何时不该用？
适合
- Researchers, analysts and content teams who need current, well-sourced insight into the Chinese internet straight from their AI agent
- Users who want a printable, shareable research deliverable instead of terminal output
不适合
- The project is declared for learning and research purposes only and explicitly forbids commercial use; users must comply with Chinese laws (Cybersecurity / Data Security / Personal Information Protection), platform ToS and robots.txt, and bear all legal risk of crawling.
- Platform interfaces can change at any time and availability is not guaranteed; Douyin / Toutiao native web APIs require signed parameters (`a_bogus` / `_signature`) and are often risk-controlled, so their fallback only yields public links without real engagement data or exact dates.
- Aggressive crawling risks platform bans; the README advises keeping request frequency reasonable (e.g. ≥ 5 seconds between searches).
05兼容性、维护与安全提示
- The project is declared for learning and research purposes only and explicitly forbids commercial use; users must comply with Chinese laws (Cybersecurity / Data Security / Personal Information Protection), platform ToS and robots.txt, and bear all legal risk of crawling.
- Platform interfaces can change at any time and availability is not guaranteed; Douyin / Toutiao native web APIs require signed parameters (`a_bogus` / `_signature`) and are often risk-controlled, so their fallback only yields public links without real engagement data or exact dates.
- Aggressive crawling risks platform bans; the README advises keeping request frequency reasonable (e.g. ≥ 5 seconds between searches).
MIT per README (GitHub reports NOASSERTION) · actively maintained (latest release v3.2.0, 2026-07-20)
06常见问题
如何在 DeepSeek Harness 中使用 last30days-cn？
它是一个通用 Agent 技能：README 写明任何支持 Bash / Read / Write 工具的 AI Agent 都可以使用。用 `npx skills add Jesseovo/last30days-skill-cn -g` 安装，或把仓库克隆到智能体的技能目录，然后让智能体执行 `python scripts/last30days.py "<主题>"` 即可。README 未提供针对 dsh 的专门集成说明。
是原生集成还是通过 MCP？
都不是——它是一个由 SKILL.md 驱动的 Python CLI 技能，不是 MCP 服务器，也不是 dsh 原生运行时。智能体读取 SKILL.md 后通过 Bash 工具调用命令行入口。
需要配置 API Key 吗？
所有 API Key 都是可选的。安装 Playwright 后，7/8 的平台可以通过爬虫模式免 Key 使用；只有微信公众号搜索需要 `WECHAT_API_KEY`。`jieba` 也是可选的，未安装时会自动回退到 CJK bigram 分词。
会有什么网络请求和副作用？
它会对 8 大中文平台发起实时 HTTP 请求（可选 Playwright 浏览器自动化，并持久化登录 Cookie），最后一级兜底是 Bing site: 站内搜索。README 建议每次搜索间隔不少于 5 秒以避免被平台封禁，且项目仅限非商业的学习研究用途。
如何验证安装成功？
运行 `python scripts/last30days.py --diagnose`，它会输出各平台的可用状态和爬虫引擎状态的 JSON 诊断结果。
07相关的 DSH 工作流
browser4
作者 platonai
面向自主智能体与大规模网页自动化的 AI 原生浏览器引擎，支持智能内容抽取。
dsh-browser
作者 lum1104
Chrome sidebar extension that lets DeepSeek Harness operate your browser directly, no vision capabilities required. 一款 Chrome 侧边栏扩展程序，可让 DeepSeek Harness 直接操控您的浏览器，无需视觉能力。
modsearch
作者 liustack
🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for every model without native web access. Free, no signup, no API key. Ask the web or X, get structured JSON evidence. | 🥇 全网最强的 DeepSeek Harness 免费联网搜索插件，免费免注册免 API key。为不能联网的模型补上搜索，问网页或 X，拿回结构化 JSON 证据（搜索、抓取、引用）。
anysearch-dsh
作者 anysearch-team
为 DeepSeek Harness 提供的 AnySearch 网页搜索提供方与高级搜索工具。
08数据与来源
### 通用 Agent 任何支持 **Bash / Read / Write** 工具的 AI Agent 都可以使用本技能。
**last30days-cn** 是一个 AI Agent 技能（Skill），能够自动搜索中国互联网 8 大主流平台最近 30 天的内容，综合分析后生成有据可查的研究报告。
页面基于项目公开文档、仓库元数据和 DSH Plugins 的结构化解析生成；最后核验于 2026-08-21。发现错误？提交更正。
最佳 DeepSeek Harness 插件
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