Agent-Skills.md

Agent Skills: Research Skill

USE WHEN user says 'research' (ANY form - this is the MANDATORY trigger), 'do research', '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.

UncategorizedID: edheltzel/atlas/Research

Repository

edheltzel/atlas
edheltzel
2

Install this agent skill to your local

pnpm dlx add-skill https://github.com/edheltzel/atlas/tree/HEAD/claudecode/.claude/skills/Research

Skill Files

Browse the full folder contents for Research.

Download Skill

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claudecode/.claude/skills/Research/SKILL.md

Skill Metadata

Name
Research
Description
USE WHEN user says 'research' (ANY form - this is the MANDATORY trigger), 'do research', '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.

⚠️ MANDATORY TRIGGER

When user says "research" (in any form), ALWAYS invoke this skill.

| User Says | Action | |-----------|--------| | "research" / "do research" / "research this" | → Standard mode (3 agents) | | "quick research" / "minor research" | → Quick mode (1 agent) | | "extensive research" / "deep research" | → Extensive mode (12 agents) |

"Research" alone = Standard mode. No exceptions.

Customization

Before executing, check for user customizations at: ~/.claude/skills/PAI/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.

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

  1. Send voice notification:

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

  2. Output text notification:

    Running the **WorkflowName** workflow in the **Research** skill to ACTION...

This is not optional. Execute this curl command immediately upon skill invocation.

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.

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.

| Trigger | Mode | Speed | |---------|------|-------| | "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]/