web-research
Skill0 starsChanged 3 months agoMITView on GitHub
联网调研流程:查资料→读网页→交叉验证→整理中文结论,适合新手
45 other projects use a version of this.
Adopted by
Most recently taken up by
- juninmd/skillstheir own version, first seen Nov 8, 2026
- thensls/nsls-builder-toolkittheir own version, first seen Nov 8, 2026
- memi-design/design-skillstheir own version, first seen Nov 8, 2026
- ai-assist-org/ai-assisttheir own version, first seen Nov 8, 2026
- WingedGuardian/GENesis-AGItheir own version, first seen Nov 8, 2026
- Bobagi/claude-skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use data-analysis, meeting-notes and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
shanggqmSkilldata-analysis
数据分析技能,提供结构化的数据查询、统计分析和报告生成工作流。当用户需要查询数据库、进行数据统计分析、生成分析报告时使用。按规范输出原始数据、计算结果、Markdown报告和HTML可视化报告。
Also in 5 projects that use this
claude-office-skillsSkillmeeting-notes
>
Also in 4 projects that use this
MicrosoftSkillweb-search
Also in 5 projects that use this
kongyo2Skillprompt-engineering
Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. This skill should be used when users request prompt creation, optimization, or improvement for any LLM task, or when users need help translating vague requirements into effective prompts through collaborative dialogue and iterative refinement.
Also in 4 projects that use this
rogue-dev-studioSkillbrowser-automation
Canonical browser automation and web UI verification: Playwright, agent browser CLIs, and CDP-based tooling in one playbook.
Also in 3 projects that use this
JetBrainsSkillbrand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Also in 4 projects that use this
Other versions45 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 45
- langchain-ai/deepagents★ 31ksame name
- pollinations/pollinations★ 5.3ksame name
- langchain-ai/deepagentsjs★ 1.6ksame name
- alfredxw/denova★ 990same name
- icey1287/SuperMew★ 884same name
- cohen-liel/hivemind★ 108same name
- grandamenium/cortextos★ 106same name
- WingedGuardian/GENesis-AGI★ 100same name
- jezweb/vite-flare-starter★ 49same name
- dewil/ai-toolkit★ 9same name
35 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- academic-figure-skillSkill
- browserskillSkill
- dsh-fixSkill
- github-repo-verificationSkill
- humanities-thesisSkill
- mcp-builderSkill
- prompt-craftSkill
- scipilot-figure-skillSkill
- study-coachSkill
- systematic-debuggingSkill
- verification-before-completionSkill
The file
Files
Web Research 联网调研
把「查资料 → 读网页 → 整理结论」变成一套可复用流程。适合用户需要快速了解某个话题、产品或技术时的调研任务。
使用时机
- 用户说"帮我查一下/调研/了解/搜索 X"
- 需要多个信息源交叉验证的问答
- 需要保存调研结论供后续使用的任务
执行流程
1. 确认需求(30 秒内)
- 明确调研主题、期望产出(一段总结 / 对比表格 / 带来源的清单)
- 明确时效性要求(最新的 vs 综合性的)
2. 多源收集(并行进行)
- 先用搜索工具(
search/search_and_crawl/research)搜索互联网获取相关 URL - 再用
fetch抓取高价值链接的网页正文 - 已安装的 MCP:
duckduckgo-websearch提供搜索工具 - 已安装的 MCP:
mcp-fetch提供fetch工具可抓取任意 URL 内容 - 已安装的 MCP:
playwright-mcp提供浏览器工具可操作需要登录或动态渲染的页面 - 优先官方文档、权威来源;技术问题优先查官方 release notes / docs
3. 交叉验证
- 至少 2 个独立来源确认关键事实
- 标注来源 URL,区分"事实"与"推测"
4. 产出
- 中文总结,术语保留英文原词并附简短解释
- 结构:结论先行 → 要点分条 → 来源列表 → 注意事项
- 若用户需要,把结果保存为工作区内的 markdown 文件
注意事项
- 不编造来源:每条事实都要能追溯到实际抓取到的内容
- 网页抓取失败时,换搜索引擎缓存或换 URL 重试,不要硬编
- 用户是新手:解释时用大白话,避免堆术语
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

