AgentSkillsCN

Research

全面研究、分析与内容提取系统。适用于用户说“做研究”、“做深入研究”、“快速研究”、“少量研究”、“研究这个”、“查找信息”、“调查”、“提炼智慧”、“提取 alpha”、“分析内容”、“无法获取此内容”、“使用面料”或提出任何网络/内容研究需求的场景。支持三种研究模式(快速/标准/深入)、深度内容分析、智能检索以及 242 种以上的面料图案。注意:若用于尽职调查、OSINT 或背景调查,则改用 OSINT 技能。

SKILL.md
--- frontmatter
name: Research
description: Comprehensive research, analysis, and content extraction system. USE WHEN user says 'do research', 'do extensive research', 'quick research', 'minor research', 'research this', 'find information', 'investigate', 'extract wisdom', 'extract alpha', 'analyze content', 'can't get this content', 'use fabric', OR requests any web/content research. Supports three research modes (quick/standard/extensive), deep content analysis, intelligent retrieval, and 242+ Fabric patterns. NOTE: For due diligence, OSINT, or background checks, use OSINT skill instead.
implements: Science
science_cycle_time: meso
context: fork

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:

    bash
    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:

    code
    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]/