Research

构建覆盖多源信息的智能研究体系,支持快速、标准与深度三种研究模式,具备内容智能检索、复杂网页访问突破、专业领域知识萃取及242种 Fabric 模式调用能力,适用于各类信息获取与洞察生成任务。

快捷安装

在终端运行此命令,即可一键安装该 Skill 到您的 Claude 中

npx skills add danielmiessler/Personal_AI_Infrastructure --skill "Research"

Customization

Before executing, check for user customizations at: ~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/Research/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

Research Skill

Comprehensive research, analysis, and content extraction system.

MANDATORY: URL Verification

READ: UrlVerificationProtocol.md - Every URL must be verified before delivery.

Research agents hallucinate URLs. A single broken link is a catastrophic failure.


Voice Notification

When executing a workflow, do BOTH:

  1. Send voice notification:

    curl -s -X POST http://localhost:8888/notify \
      -H "Content-Type: application/json" \
      -d '{"message": "Running the WORKFLOWNAME workflow from the Research skill"}' \
      > /dev/null 2>&1 &
  2. Output text notification:

    Running the **WorkflowName** workflow from the **Research** skill...

Full documentation: ~/.claude/skills/CORE/SkillNotifications.md

Workflow Routing

Route to the appropriate workflow based on the request.

CRITICAL: For due diligence, company/person background checks, or vetting -> INVOKE OSINT SKILL INSTEAD

Research Modes (Primary Workflows)

  • Quick/minor research (1 Perplexity, 1 query) -> Workflows/QuickResearch.md
  • Standard research - DEFAULT (3 agents: Perplexity + Claude + Gemini) -> Workflows/StandardResearch.md
  • Extensive research (4 types x 3 threads = 12 agents) -> Workflows/ExtensiveResearch.md

Deep Content Analysis

  • Extract alpha / deep analysis / highest-alpha insights -> Workflows/ExtractAlpha.md

Content Retrieval

  • Difficulty accessing content (CAPTCHA, bot detection, blocking) -> Workflows/Retrieve.md
  • YouTube URL extraction (use fabric -y URL immediately) -> Workflows/YoutubeExtraction.md
  • Web scraping -> Workflows/WebScraping.md

Specific Research Types

  • Claude WebSearch only (free, no API keys) -> Workflows/ClaudeResearch.md
  • Perplexity API research (use Quick for single-agent) -> Workflows/QuickResearch.md
  • Interview preparation (Tyler Cowen style) -> Workflows/InterviewResearch.md
  • AI trends analysis -> Workflows/AnalyzeAiTrends.md

Fabric Pattern Processing

  • Use Fabric patterns (242+ specialized prompts) -> Workflows/Fabric.md

Content Enhancement

  • Enhance/improve content -> Workflows/Enhance.md
  • Extract knowledge from content -> Workflows/ExtractKnowledge.md

Quick Reference

READ: QuickReference.md for detailed examples and mode comparison.

TriggerModeSpeed
”quick research”1 Perplexity agent~10-15s
”do research”3 agents (default)~15-30s
”extensive research”12 agents~60-90s

Integration

Feeds Into

  • blogging - Research for blog posts
  • newsletter - Research for newsletters
  • xpost - Create posts from research

Uses

  • be-creative - deep thinking for extract alpha
  • OSINT - MANDATORY for company/people comprehensive research
  • BrightData MCP - CAPTCHA solving, advanced scraping
  • Apify MCP - RAG browser, specialized site scrapers

File Organization

Scratch (temporary work artifacts): ~/.claude/MEMORY/WORK/{current_work}/scratch/

  • Read ~/.claude/MEMORY/STATE/current-work.json to get the work_dir value
  • All iterative work artifacts go in the current work item’s scratch/ subdirectory
  • This ties research artifacts to the work item for learning and context

History (permanent): ~/.claude/History/research/YYYY-MM/YYYY-MM-DD_[topic]/