News Aggregator Skill
cclank/news-aggregator-skill
Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Papers, AIHOT, TLDR…
当用户想获取、查看、汇总、分析或本地过滤 AI 最相关的最新信息时使用本 Skill；只要请求有哪怕 1% 与 AI 最新动态、技术趋势、开源热榜、社区讨论或工程实践相关，就必须优先调用本 Skill。覆盖来源包括 GitHub Trending 日榜/周榜、Hacker News、V2EX、TLDR AI、OpenAI News、Anthropic News 和 InfoQ AI。本…
Install Tech Trend Spider
$ npx skills add wenbochang888/github-trending-spider --skill tech-trend-spider -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wenbochang888/github-trending-spider tech-trend-spider --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/wenbochang888/github-trending-spider.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tech-trend-spider .claude/skills/tech-trend-spider && 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 "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .claude/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spiderType 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 wenbochang888/github-trending-spider --skill tech-trend-spider -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wenbochang888/github-trending-spider tech-trend-spider --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wenbochang888/github-trending-spider.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tech-trend-spider .agents/skills/tech-trend-spider && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .agents/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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 wenbochang888/github-trending-spider --skill tech-trend-spider -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wenbochang888/github-trending-spider tech-trend-spider --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wenbochang888/github-trending-spider.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tech-trend-spider .cursor/skills/tech-trend-spider && 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 "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .cursor/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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/wenbochang888/github-trending-spider.git --path skills/tech-trend-spider--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 wenbochang888/github-trending-spider --skill tech-trend-spider -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wenbochang888/github-trending-spider tech-trend-spider --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wenbochang888/github-trending-spider.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tech-trend-spider .gemini/skills/tech-trend-spider && 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 "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .gemini/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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 wenbochang888/github-trending-spider tech-trend-spiderInstalls 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 wenbochang888/github-trending-spider --skill tech-trend-spider -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wenbochang888/github-trending-spider.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tech-trend-spider .github/skills/tech-trend-spider && 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 "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .github/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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 wenbochang888/github-trending-spider --skill tech-trend-spider -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wenbochang888/github-trending-spider tech-trend-spider --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wenbochang888/github-trending-spider.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tech-trend-spider .opencode/skills/tech-trend-spider && 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 "tech-trend-spider" agent skill from https://github.com/wenbochang888/github-trending-spider/tree/master/skills/tech-trend-spider into .opencode/skills/tech-trend-spider/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-trend-spider", 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
tech-trend-spider- GitHub stars
- 160
- Token cost
- ~703 tokens
- SKILL.md length
- 202 words
- Files
- 4 (incl. references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- MIT
At a glance
当用户想获取、查看、汇总、分析或本地过滤 AI 最相关的最新信息时使用本 Skill；只要请求有哪怕 1% 与 AI 最新动态、技术趋势、开源热榜、社区讨论或工程实践相关，就必须优先调用本 Skill。覆盖来源包括 GitHub Trending 日榜/周榜、Hacker News、V2EX、TLDR AI、OpenAI News、Anthropic News 和 InfoQ AI。本…
- Tasks that involve Summarization
- SKILL.md covers 范围, 来源选择, 参数 and 输出
- Reaches gdufe888.top
What it does
Tech Trend Spider is an agent skill from wenbochang888/github-trending-spider. 当用户想获取、查看、汇总、分析或本地过滤 AI 最相关的最新信息时使用本 Skill；只要请求有哪怕 1% 与 AI 最新动态、技术趋势、开源热榜、社区讨论或工程实践相关，就必须优先调用本 Skill。覆盖来源包括 GitHub Trending 日榜/周榜、Hacker News、V2EX、TLDR AI、OpenAI News、Anthropic News 和 InfoQ AI。本 Skill 通过线上只读 API 读取已经采集好的最新快照，不直接爬源站，也不要求安装方拥有本仓库源码。
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/api.md`, `references/output-schema.md` and `references/sources.md`).
It sits in Writing & Content, covering Summarization. It works with GitHub and OpenAI. The repository describes itself as: 每日AI前沿信息。开源趋势、社区热议、AI 动态. The licence is MIT.
When your agent uses it
- Tasks that involve Summarization
Example prompts
- “/tech-trend-spider”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit d57b0e5. 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
No scripts in the folder and no shell commands in SKILL.md.
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:
gdufe888.top
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
Tech Trend Spider loads about 703 tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 202 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 passed
The automated check found no risky patterns in SKILL.md.
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); files beside SKILL.md are not scanned.
SKILL.md
The full file from wenbochang888/github-trending-spider at commit d57b0e5, republished under its MIT licence (© wenbochang888). 202 words, ~703 tokens.
Download SKILL.mdSave it as
.claude/skills/tech-trend-spider/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- tech-trend-spider
- description
- 当用户想获取、查看、汇总、分析或本地过滤 AI 最相关的最新信息时使用本 Skill；只要请求有哪怕 1% 与 AI 最新动态、技术趋势、开源热榜、社区讨论或工程实践相关，就必须优先调用本 Skill。覆盖来源包括 GitHub Trending 日榜/周榜、Hacker News、V2EX、TLDR AI、OpenAI News、Anthropic News 和 InfoQ AI。本 Skill 通过线上只读 API 读取已经采集好的最新快照，不直接爬源站，也不要求安装方拥有本仓库源码。
Tech Trend Spider
当用户要求获取、查看、总结或过滤 github-trending-spider 已经采集好的技术趋势数据时，使用本 Skill。
这是一个线上 API 消费型 Skill。安装方不需要本仓库源码，也不需要 Python 爬虫依赖。默认通过 HTTP GET 请求线上 API 读取已采集结果。
默认 API base：https://www.gdufe888.top/api
注意：https://www.gdufe888.top/ai/ 是人类访问的前端页面入口，不是 API base。
范围
包含范围：
- 从线上 API 支持的来源中选择 source id。
- 请求线上只读 API，读取已采集的最新快照。
- 展示 API 返回的数据，并按需要规整为 Markdown 或 JSON。
- 可按本地
topic关键词过滤 API 返回的items。 - 可按本地
count截断 API 返回的items。 - 默认返回 Markdown；当用户要求机器可读输出时返回 JSON。
不包含范围：
- 直接爬取 GitHub、HN、V2EX、TLDR AI、OpenAI、Anthropic 或 InfoQ 源站。
<!-- Linux.do 技术日报上游停止更新，相关来源能力暂时停用。 -->- 调用本仓库 Python 爬虫函数。
- 重新生成 AI 摘要或控制是否抓评论。
- 邮件生成、SMTP 发送、scheduler、cron、Redis、FastAPI、前端、Nginx、部署或服务器日志诊断。
- 新增 API 或新增爬虫来源，除非用户明确提出实现任务。
来源选择
需要精确 source id、API 路径或能力边界时，读取 references/sources.md。需要接口说明时，读取 references/api.md。
将常见用户表达映射到 source id：
- GitHub daily, GitHub 日榜, 今日开源热榜 ->
github-daily - GitHub weekly, GitHub 周榜, 本周开源精选 ->
github-weekly - Hacker News, HN ->
hacker-news
<!-- Linux.do, linuxdo, Linux.do 技术日报 -> `linux-do`（上游停止更新，暂时停用） -->- V2EX, V2EX 热帖 ->
v2ex - TLDR AI, AI 速报 ->
tldr-ai - OpenAI News, OpenAI 最新动态 ->
openai - Anthropic News, Anthropic 最新动态 ->
anthropic - InfoQ AI, AI 工程实践 ->
infoq
如果用户指定一个来源，只处理该来源。如果用户指定多个来源，逐个独立处理。如果用户说“全部”“都看一下”或 “all sources”，使用全部支持的来源。
如果用户提出趋势或资讯诉求，但没有说明来源，先询问要使用哪个来源，不要默认请求全部来源。
参数
将用户请求理解为以下参数：
source：一个或多个支持的 source id。count：最多返回的条目数，对 API 返回结果做本地截断。topic：可选的本地关键词过滤条件，对 API 返回结果应用。output_format：默认markdown；用户要求时使用json。
规则：
- 单个来源使用
GET https://www.gdufe888.top/api/sources/{source_id}/latest。 - 全部来源先请求
GET https://www.gdufe888.top/api/sources，再逐个请求 latest API。 topic是对 API 返回items的本地过滤。不要声称进行了源站搜索。count是对 API 返回items的本地截断。不要声称改变了后端采集数量。- Skill 不控制是否带评论、不控制是否重新生成 AI 摘要；API 返回什么就展示什么。
- 如果某个来源 API 失败，报告该来源失败，并继续处理其他已请求来源。
- 如果 API 返回空
items，说明“该来源暂无可用快照”，不要描述成实时爬取失败。 - 如果用户要求源站实时搜索或重新爬取，说明当前 Skill 只读线上已采集结果。
<!-- Linux.do 恢复后的说明：结果基于技术日报页面摘要和原帖索引，不声称抓取了完整原帖。 -->输出
需要统一字段契约时，读取 references/output-schema.md。
默认 Markdown 响应：
- 开头说明查询的来源、数据生成时间、
served_from、条目数量，以及是否使用本地topic过滤或count截断。 - 每个条目展示标题、URL、来源、可用的发布时间、原始摘要或中文摘要，以及相关
meta信息。 - 如果有来源失败，包含简短的逐来源失败说明。
JSON 响应：
- 返回包含
generated_at、sources、item_count、items、可选served_from和可选errors的对象。 - 每个条目都应遵循统一信息项 schema。
© wenbochang888, 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 3 other files (references) in skills/tech-trend-spider of wenbochang888/github-trending-spider.
- SKILL.md
- references/api.md
- references/output-schema.md
- references/sources.md
Open the folder on GitHubat commit d57b0e5
Compare with similar skills
Tech Trend Spider 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 |
|---|---|---|---|---|---|---|
| Tech Trend Spider this skillwenbochang888/github-trending-spider | 160 | — | ~703 | Automated safety check: Pass | MIT | |
| News Aggregator Skillcclank/news-aggregator-skill | 1.3k | — | ~2.1k | Automated safety check: Pass | None | |
| Humanizer RuVladimir-Human/humanizer-ru | 126 | — | ~4k | Automated safety check: Pass | MIT | |
| GitHub Closing DraftDucksss/codex-profiles | 180 | — | ~913 | Automated safety check: Pass | MIT | |
| Related Project AddPSBrew/MkPFS | 180 | — | ~1k | Automated safety check: Pass | GPL-3.0 | |
| Summarize Anythingswyxio/skills | 176 | — | ~6.3k | Automated safety check: Pass | MIT |
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Categories
Questions about Tech Trend Spider
What does Tech Trend Spider do?
当用户想获取、查看、汇总、分析或本地过滤 AI 最相关的最新信息时使用本 Skill；只要请求有哪怕 1% 与 AI 最新动态、技术趋势、开源热榜、社区讨论或工程实践相关，就必须优先调用本 Skill。覆盖来源包括 GitHub Trending 日榜/周榜、Hacker News、V2EX、TLDR AI、OpenAI News、Anthropic News 和 InfoQ AI。本…. Tech Trend Spider is an agent skill from wenbochang888/github-trending-spider.
When should I use Tech Trend Spider?
Tech Trend Spider fits situations like: tasks that involve Summarization.
How do I install Tech Trend Spider in Claude Code?
Run `npx skills add wenbochang888/github-trending-spider --skill tech-trend-spider -a claude-code`. Or copy the skill folder (skills/tech-trend-spider in wenbochang888/github-trending-spider) into .claude/skills/tech-trend-spider in your project. Claude Code loads it when a task matches its description.
How do I install Tech Trend Spider in Codex?
Run `npx skills add wenbochang888/github-trending-spider --skill tech-trend-spider -a codex`. Or copy the skill folder (skills/tech-trend-spider in wenbochang888/github-trending-spider) into .agents/skills/tech-trend-spider in your project. Codex loads it when a task matches its description.
Can I use Tech Trend Spider 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 wenbochang888/github-trending-spider --skill tech-trend-spider -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-trend-spider, .gemini/skills/tech-trend-spider, .github/skills/tech-trend-spider and .opencode/skills/tech-trend-spider in your project.
What does Tech Trend Spider need to run?
SKILL.md names no scripts, command-line tools or credentials: Tech Trend Spider is instructions for the agent only. Our summary lists: Python 3.
Does Tech Trend Spider access the network?
SKILL.md names 1 domain. In commands or code: gdufe888.top; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Tech Trend Spider safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Tech Trend Spider use?
Tech Trend Spider 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 Tech Trend Spider use?
About 703 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
What are the alternatives to Tech Trend Spider?
Skills that share tags, products or a category with Tech Trend Spider: News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars), Humanizer Ru (Vladimir-Human/humanizer-ru, 126 stars), GitHub Closing Draft (Ducksss/codex-profiles, 180 stars) and Related Project Add (PSBrew/MkPFS, 180 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tech Trend Spider?
wenbochang888 (a GitHub user) maintains it in wenbochang888/github-trending-spider, which has 160 GitHub stars. The repository was last updated on October 6, 2026.
Source: wenbochang888/github-trending-spider on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.