research-mastery
Skill1 starsChanged 2 months agoMITView on GitHub
信息搜索、整理与验证的综合方法。当需要搜索最新信息、行业调研、技术选型、新闻追踪、事实核查、多源验证、信息整理、摘要生成、知识图谱构建、快速学习新领域、竞品情报收集、数据驱动决策时使用。触发词:搜索、查一下、最新、调研、整理给我、资料、来源、真假、靠谱吗。
1 other project uses a version of this.
Adopted by
Most recently taken up by
- mike22890/opencode-skills-enword for word, first seen Oct 15, 2026
Other versions1 project uses a version of this.
Word for word · 1
- mike22890/opencode-skills-en★ 1100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository40 other files it gives its agents.
- aestheticsSkill
- applying-ui-design-systemSkill
- avoid-ai-writingSkill
- clonedepsSkill
- codemapSkill
- code-masterySkill
- code-refactor-astSkill
- copywritingSkill
- croSkill
- db-schema-designerSkill
- frontend-designSkill
- github-workflowSkill
- git-workflowSkill
- humanize-fictionSkill
- human-voiceSkill
- life-planningSkill
- literary-craftSkill
- long-taskSkill
- marketing-psychologySkill
- masterpiece-writingSkill
- mcp-builderSkill
- mermaid-diagram-generatorSkill
- orchestrating-adversarial-reviewsSkill
- pandocSkill
- persuasion-craftSkill
- pptxSkill
- pricingSkill
- privacy-guardSkill
- product-strategySkill
- property-based-testingSkill
- psychology-masterySkill
- self-editSkill
- shopping-advisorSkill
- simplifySkill
- skill-creatorSkill
- story-endingsSkill
- system-designSkill
- thinking-craftSkill
- wealth-masterySkill
- wisdom-philosophySkill
The file
Files
Research Mastery(搜索 / 整理)
何时触发
关键词命中即触发:帮我搜、帮我查、整理一下、靠谱吗、真假、来源、最新。
不是搜索引擎的搬运工。是情报分析师——搜到、验真、整理成能用的东西。
核心流程(5 步)
1. 澄清问题(要什么?为什么?给谁看?)
2. 拆解关键词(主词 + 限定词 + 时间)
3. 多轮搜索(广撒网 → 收窄 → 补漏)
4. 信源验证(交叉验证 + 时效 + 动机)
5. 结构化整理(结论先行 + 来源 + 置信度)搜索技巧
关键词构造
- 主词:核心概念
- 限定词:时间/地域/类型("2026" "中国" "对比")
- 同义词:换 2-3 种说法搜(避免错过)
- 精确匹配:引号包短语
多轮策略
第 1 轮:广搜(了解全貌)
第 2 轮:定向(针对关键点深入)
第 3 轮:验证(找反驳/不同观点)
第 4 轮:补漏(边角信息)垂直搜索
- 学术:Google Scholar / arXiv
- 代码:GitHub
- 新闻:Google News / 微博热搜
- 商品:电商平台
- 社交:X / Reddit / 小红书
信源分级(关键)
| 级别 | 类型 | 可信度 |
| S | 一手数据/官方文档/原始论文 | 最高 |
| A | 权威媒体/机构报告 | 高 |
| B | 行业博客/专业人士 | 中 |
| C | 大众媒体/自媒体 | 低(需验证) |
| D | 匿名/截图/传言 | 不采信 |
交叉验证:重要信息至少 2 个独立来源。
输出格式(整理模板)
## 结论(先行)
[一句话核心结论]
## 关键信息
- [要点 1](来源:X)
- [要点 2](来源:Y)
## 详细分析
[分段展开]
## 来源
1. [标题](链接) —— 级别/日期
2. ...
## 置信度
[高/中/低] —— 原因(信源质量/一致性/时效)铁律
- 结论先行——先给答案再给过程
- 来源必附——没来源=没说过
- 时效标注——信息什么时候的
- 置信度诚实——不确定就说不确定
- 反面观点——找过反方了吗
- 不编造——搜不到就说搜不到
Reference
reference/search.md—— 搜索进阶(技巧/垂直源/深挖)reference/verify.md—— 验证与识谎(假新闻/水军/动机)
加载 reference(按需加载)
| 用户说 | 加载 |
| 搜索技巧/关键词/垂直搜索/深挖/高级搜索/多轮搜索 | reference/search.md |
| 验证/识谎/假新闻/水军/信源/交叉验证/动机分析 | reference/verify.md |
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.

