skills/25-HosungYou-Diverga/skills/help/SKILL.md
Diverga help guide - displays all 24 agents across 9 categories, commands, and usage examples. Triggers: help, guide, how to use, 도움말
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research helpInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Version: 2.0.0
Trigger: /diverga:help
Displays comprehensive guide for Diverga, including all 24 agents across 9 categories, commands, and usage examples.
When user invokes /diverga:help, display:
╔══════════════════════════════════════════════════════════════════╗
║ Diverga v11.0 Help ║
║ AI Research Assistant - 24 Agents, 9 Categories ║
╚══════════════════════════════════════════════════════════════════╝
┌─────────────────────────────────────────────────────────────────┐
│ QUICK START │
├─────────────────────────────────────────────────────────────────┤
│ Just describe your research: │
│ "I want to conduct a meta-analysis on AI in education" │
│ "Help me design a qualitative study" │
│ "메타분석 연구를 시작하고 싶어" │
│ │
│ Diverga auto-detects context and activates relevant agents. │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ COMMANDS │
├─────────────────────────────────────────────────────────────────┤
│ /diverga:setup Initial configuration wizard │
│ /diverga:doctor System diagnostics & health check │
│ /diverga:help This help guide │
│ /diverga:meta-analysis Meta-analysis workflow (C5) │
│ /diverga:humanize Humanization pipeline (G5+G6+F5) │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY A: FOUNDATION (3 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:a1 ResearchQuestionRefiner Refine research Qs │
│ diverga:a2 TheoreticalFrameworkArchitect Frameworks + Critique │
│ + Visualization (absorbed A3, A6) │
│ diverga:a5 ParadigmWorldviewAdvisor Ontology + Ethics │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY B: EVIDENCE (2 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:b1 LiteratureReviewStrategist Literature search │
│ diverga:b2 EvidenceQualityAppraiser RoB, GRADE appraisal │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY C: DESIGN & META-ANALYSIS (4 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:c1 QuantitativeDesignConsultant Quant design │
│ + Materials + Sampling (absorbed C4, D1) │
│ diverga:c2 QualitativeDesignConsultant Qual design │
│ + Ethnography + Action Research (absorbed H1, H2) │
│ diverga:c3 MixedMethodsDesignConsultant Mixed methods │
│ diverga:c5 MetaAnalysisMaster ⭐ Meta-analysis lead │
│ + Data/Effect/Error/Sensitivity (absorbed C6,C7,B3,E5)│
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY D: DATA COLLECTION (2 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:d2 DataCollectionSpecialist Interview + Observation │
│ (absorbed D3, renamed) │
│ diverga:d4 MeasurementInstrumentDeveloper Instrument dev │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY E: ANALYSIS (3 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:e1 QuantitativeAnalysisGuide Statistical guidance │
│ + Code Gen + Sensitivity (absorbed E4, E5) │
│ diverga:e2 QualitativeCodingSpecialist Qualitative coding │
│ diverga:e3 MixedMethodsIntegration Integration methods │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY F: QUALITY (1 agent) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:f5 HumanizationVerifier Verify humanization │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY G: COMMUNICATION (4 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:g1 JournalMatcher Match journals │
│ diverga:g2 PublicationSpecialist Writing + Review + PreReg│
│ + Quality (absorbed G3, G4, F1, F2, F3) │
│ diverga:g5 AcademicStyleAuditor AI pattern detection │
│ diverga:g6 AcademicStyleHumanizer Humanize AI text │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY I: SYSTEMATIC REVIEW (4 agents) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:i0 ReviewPipelineOrchestrator Pipeline coordination │
│ diverga:i1 PaperRetrievalAgent Multi-database fetch │
│ diverga:i2 ScreeningAssistant AI-PRISMA screening │
│ diverga:i3 RAGBuilder Vector DB + Parallel │
│ (absorbed B5) │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ CATEGORY X: CROSS-CUTTING (1 agent) │
├─────────────────────────────────────────────────────────────────┤
│ diverga:x1 ResearchGuardian Ethics + Bias detection │
│ (absorbed A4, F4) │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ HUMAN CHECKPOINTS │
├─────────────────────────────────────────────────────────────────┤
│ 🔴 REQUIRED (System STOPS): │
│ CP_PARADIGM Research paradigm selection │
│ CP_METHODOLOGY Methodology approval │
│ │
│ 🟠 RECOMMENDED (System PAUSES): │
│ CP_THEORY Theory framework selection │
│ CP_DATA_VALIDATION Data extraction validation │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ MODEL ROUTING │
├─────────────────────────────────────────────────────────────────┤
│ HIGH (Opus): A1,A2,A5,C1,C2,C3,C5,D4,E1,E2,E3,G6,I0 │
│ MEDIUM (Sonnet): B1,B2,D2,G1,G2,G5,X1,I1,I2 │
│ LOW (Haiku): F5,I3 │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ AUTO-TRIGGER KEYWORDS │
├─────────────────────────────────────────────────────────────────┤
│ "research question", "RQ", "연구 질문" → diverga:a1 │
│ "theoretical framework", "이론적 프레임워크" → diverga:a2 │
│ "critique", "devil's advocate", "반론" → diverga:a2 │
│ "IRB", "ethics", "연구 윤리" → diverga:x1 │
│ "meta-analysis", "메타분석", "효과크기" → diverga:c5 │
│ "systematic review", "PRISMA" → diverga:b1 │
│ "qualitative", "interview", "질적 연구" → diverga:c2 │
│ "ethnography", "action research" → diverga:c2 │
└─────────────────────────────────────────────────────────────────┘
For more info: https://github.com/HosungYou/Diverga
Users can invoke specific agents:
diverga:c5 # Invoke Meta-Analysis Master directly
diverga:a1 # Invoke Research Question Refiner
tools
Show mcp-stata identity, connected tools, and status. Use when the user asks if mcp-stata is available, asks about access to the toolkit, or asks what Stata tools are connected.
tools
Activate when users mention Stata commands, .do files, regressions, econometrics, stored results, graphs, dataset inspection, replication, or Stata errors. Route the task through mcp-stata tools and the specialized research skills instead of treating it as plain text coding.
development
Build and review paper-ready regression, balance, and summary tables from Stata outputs. Use when the user needs a clean table for a draft, appendix, or coauthor share-out.
tools
Install, configure, update, or verify mcp-stata across Claude Code, Codex, Gemini CLI, Cursor, Windsurf, and VS Code. Activate when users ask to set up the Stata toolkit or troubleshoot the installation.