anycap-deepresearch
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ChineseAnyCap Deep Research
AnyCap 深度研究
Conduct thorough, multi-source research on any topic. Gather information broadly, verify claims rigorously, and synthesize findings into a polished, well-sourced report.
Think deeply. Search broadly. Verify everything. Deliver clearly.
针对任意主题开展全面的多源研究。广泛收集信息,严格验证观点,将发现整合为一份完善、来源可靠的报告。
深度思考,广泛搜索,验证一切,清晰交付。
Before You Start
开始之前
Read all five reference files before taking any action. Understanding the full process prevents wasted effort and ensures thorough research.
- Read this file (SKILL.md) for the overview and principles
- Read each reference in order:
- 01-plan.md
- 02-gather.md
- 03-analyze.md
- 04-synthesize.md
- 05-deliver.md
- Then begin Phase 1: Plan
For detailed CLI command usage (flags, output formats, jq patterns), refer to the anycap-cli skill and its references.
采取任何操作前请先阅读全部5份参考文件。 理解完整流程可避免无用功,确保研究的全面性。
- 阅读本文件(SKILL.md)了解概览与原则
- 按顺序阅读每份参考文件:
- 01-plan.md
- 02-gather.md
- 03-analyze.md
- 04-synthesize.md
- 05-deliver.md
- 随后启动第一阶段:规划
如需了解详细的CLI命令用法(参数标识、输出格式、jq模式),请参考anycap-cli技能及其参考文档。
Prerequisites
前置条件
- CLI installed and authenticated (
anycapto verify)anycap status - A local working directory for intermediate files
- 已安装CLI并完成身份认证(执行
anycap验证)anycap status - 存在用于存储中间文件的本地工作目录
When to Use This Skill
何时使用本技能
- Deep research, research report, deep dive on any topic
- Competitive analysis, market research, technology comparison
- Literature review or state-of-the-art survey
- Investigative research requiring cross-referencing multiple sources
- Any task where a single search is insufficient
- 针对任意主题的深度研究、研究报告、深度解析
- 竞品分析、市场调研、技术对比
- 文献综述或最新技术进展调研
- 需要交叉验证多来源信息的调查研究
- 任何单次搜索不足以完成的任务
Research Process
研究流程
Follow the research process below. User clarification is mandatory -- do not skip it.
mermaid
graph LR
A["Preliminary Search<br/>(optional)"] --> B[Clarify with User]
B --> C[Plan]
C --> D[Gather]
D --> E[Analyze]
E --> F[Synthesize]
F --> G[Deliver]
E -->|gaps found| DThe process starts with an optional preliminary search to build context, followed by a mandatory clarification with the user, then autonomous execution.
Each phase has detailed guidance in the references:
- Plan -- Preliminary search (optional), clarify with user (mandatory), design search strategy, set up workspace
- Gather -- Execute searches, crawl pages, download and save all raw material
- Analyze -- Cross-verify claims, assess source quality, identify gaps
- Synthesize -- Write the report with proper sourcing and illustrations
- Deliver -- Save to Drive, publish as web page, or both
遵循以下研究流程。用户需求澄清是强制要求——不得跳过。
mermaid
graph LR
A["Preliminary Search<br/>(optional)"] --> B[Clarify with User]
B --> C[Plan]
C --> D[Gather]
D --> E[Analyze]
E --> F[Synthesize]
F --> G[Deliver]
E -->|gaps found| D流程从可选的初步搜索开始以搭建上下文,随后是强制的用户需求澄清阶段,之后进入自动执行阶段。
每个阶段在参考文档中都有详细指引:
- 规划——初步搜索(可选)、用户需求澄清(强制)、设计搜索策略、搭建工作空间
- 收集——执行搜索、爬取页面、下载并保存所有原始素材
- 分析——交叉验证观点、评估来源质量、识别信息缺口
- 整合——撰写带有规范来源引用和配图的报告
- 交付——保存到云端硬盘、发布为网页,或两者都执行
Human-in-the-Loop
人在回路机制
This skill involves the user at key decision points:
- Before research begins -- Clarify the research question, confirm sub-questions, agree on delivery format, and ask whether image generation is permitted. See 01-plan.md.
- During synthesis -- Review all downloaded and generated images yourself (via ) before including them in the report. See 04-synthesize.md.
anycap actions image-read
Do not skip the initial clarification. A 2-minute conversation with the user can save an hour of misguided research.
Once research begins (Phase 2 onward), work autonomously. Do not interrupt the user with questions during gathering, analysis, or synthesis. Make your best judgment based on the preferences established in Phase 1. If you encounter ambiguity, note it in your research journal and resolve it with the best available evidence.
本技能会在关键决策节点引入用户参与:
- 研究开始前——澄清研究问题、确认子问题、约定交付格式、询问是否允许生成图片。详见01-plan.md。
- 内容整合阶段——在将图片加入报告前,请(通过)自行审核所有下载和生成的图片。详见04-synthesize.md。
anycap actions image-read
不得跳过初始需求澄清环节。与用户2分钟的沟通可以节省1小时的错误研究时间。
一旦研究启动(从第二阶段开始),请自动执行工作。 在收集、分析或整合阶段不要打扰用户提问,请根据第一阶段确定的偏好做出最佳判断。如果遇到歧义,请在研究日志中记录,并使用可用的最佳证据解决。
Core Principles
核心原则
Be thorough, not frugal. Use as many searches and crawls as needed to produce a comprehensive report. Breadth and depth of research determine report quality.
Save everything. Write intermediate results (search outputs, crawled pages, grounding responses, notes) to local files. These are your evidence base for cross-verification and sourcing.
Verify, do not assume. Cross-check important claims across multiple independent sources. When sources conflict, investigate further rather than picking one.
Search in parallel. When sub-questions are independent, run multiple searches concurrently rather than sequentially. This produces results faster and gives you more material to cross-reference.
Prefer AI Grounded search for complex questions. Grounding search () synthesizes across multiple sources and provides citations. Use it generously for questions that benefit from multi-source synthesis. Use general search () for finding specific pages and data points.
--prompt--queryUse mermaid for diagrams. When the report needs architecture diagrams, flow charts, timelines, or comparisons, use mermaid syntax in markdown. Both Drive and Page render mermaid natively.
Prefer original images. When a source provides relevant images, diagrams, or screenshots, download and use the originals. Only generate images when you need to explain a concept, aggregate data into a visualization, or express information more clearly than the source material. Generated images must not misrepresent or deviate from the source material.
求全不求省:按需使用尽可能多的搜索和爬取操作来生成全面的报告。研究的广度和深度决定了报告质量。
保存所有内容:将中间结果(搜索输出、爬取的页面、grounding响应、笔记)写入本地文件。这些是你交叉验证和来源引用的证据基础。
验证而非假设:针对重要观点,要通过多个独立来源交叉核对。当来源存在冲突时,进一步调查而非直接选择其中一方。
并行搜索:当子问题相互独立时,同时运行多个搜索而非串行执行。这样能更快产出结果,也能给你提供更多可交叉参考的素材。
复杂问题优先使用AI Grounded搜索:带grounding的搜索()可整合多个来源的信息并提供引用。对于需要多源整合的问题可以大量使用。使用通用搜索()查找特定页面和数据点。
--prompt--query使用mermaid绘制图表:当报告需要架构图、流程图、时间线或对比图时,在markdown中使用mermaid语法。云端硬盘和页面都原生支持mermaid渲染。
优先使用原始图片:如果来源提供了相关的图片、图表或截图,请下载使用原始版本。仅当你需要解释某个概念、将数据汇总为可视化图表,或者能比来源材料更清晰地表达信息时才生成图片。生成的图片不得歪曲或偏离来源材料内容。
Quick Reference
快速参考
| Tool | Purpose |
|---|---|
| Find pages on a topic |
| Fast scan: titles and URLs only |
| AI Grounded answer with citations |
| Read a web page as Markdown |
| Create explanatory illustrations |
| Store files in the cloud |
| Generate a shareable link |
| Publish as a web page |
| 工具 | 用途 |
|---|---|
| 查找某一主题的相关页面 |
| 快速扫描:仅返回标题和URL |
| 带引用的AI Grounded回答 |
| 将网页读取为Markdown格式 |
| 创建解释性插图 |
| 将文件存储到云端 |
| 生成可分享链接 |
| 发布为网页 |