skills/25-HosungYou-Diverga/skills/diverga/SKILL.md
Diverga Dashboard - Live configuration status and feature overview. 24 specialized agents across 9 categories for social science research. VS methodology prevents mode collapse. Human checkpoints enforce human-in-the-loop decisions. Triggers: /diverga, diverga dashboard, diverga status
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research divergaInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
When the user runs /diverga (the base command), display a live configuration dashboard.
Display the following dashboard by reading live configuration and environment state. Use plain text output (no tool calls needed for display — just output the text directly).
Output this exact logo block:
╔═══════════════════════════════════════════════════════════════════════════════╗
║ ║
║ ██████╗ ██╗██╗ ██╗███████╗██████╗ ██████╗ █████╗ ║
║ ██╔══██╗██║██║ ██║██╔════╝██╔══██╗██╔════╝ ██╔══██╗ ║
║ ██║ ██║██║██║ ██║█████╗ ██████╔╝██║ ███╗███████║ ║
║ ██║ ██║██║╚██╗ ██╔╝██╔══╝ ██╔══██╗██║ ██║██╔══██║ ║
║ ██████╔╝██║ ╚████╔╝ ███████╗██║ ██║╚██████╔╝██║ ██║ ║
║ ╚═════╝ ╚═╝ ╚═══╝ ╚══════╝╚═╝ ╚═╝ ╚═════╝ ╚═╝ ╚═╝ ║
║ ║
║ * Diverge from the Modal · Discover the Exceptional ║
║ ║
╚═══════════════════════════════════════════════════════════════════════════════╝
Read config/diverga-config.json (relative to the plugin directory at ~/.claude/plugins/diverga/config/diverga-config.json). Extract:
human_checkpoints.level or infer from human_checkpoints.enabled + human_checkpoints.requiredhud.preset if presentlanguageversionIf config file doesn't exist, show "Not configured — run /diverga:setup"
Check if .research/project-state.yaml exists in the current working directory.
Check these environment variables and report status:
SEMANTIC_SCHOLAR_API_KEY — for paper retrievalOPENALEX_EMAIL — for OpenAlex polite poolSCOPUS_API_KEY — for Scopus accessWOS_API_KEY — for Web of Science accessGROQ_API_KEY — for LLM screening (recommended)ANTHROPIC_API_KEY — for Claude API screeningOPENAI_API_KEY — for OpenAI screeningGEMINI_API_KEY — for Gemini visualizationFor each: show "configured" if set, "not set" if unset, with setup hint.
Combine all information into this format:
SYSTEM STATUS
Version: 11.0.0
Agents: 24 agents across 9 categories (A-G, I, X)
Status: Ready
CONFIGURATION
Checkpoint: [level from config or "Full (default)"]
HUD Preset: [preset from config or "research (default)"]
VS Method: Enabled
PROJECT
Active: [project name or "No active project"]
Stage: [stage or "-"]
Memory: [healthy/no project]
API STATUS (Paper Retrieval)
Semantic Scholar: [configured/not set -> export SEMANTIC_SCHOLAR_API_KEY=...]
OpenAlex: [configured (email: ...)/not set -> export [email protected]]
Scopus: [configured/not set -> export SCOPUS_API_KEY=...]
Web of Science: [configured/not set -> export WOS_API_KEY=...]
LLM PROVIDERS (Batch Screening via I2)
Groq: [configured/not set -> export GROQ_API_KEY=...]
llama-3.3-70b — $0.01/100 papers (recommended)
Anthropic API: [configured/not set -> export ANTHROPIC_API_KEY=...]
claude-haiku-4-5 — $0.15/100 papers
OpenAI: [configured/not set -> export OPENAI_API_KEY=...]
gpt-4o-mini — ~$0.02/100 papers
MCP INTEGRATIONS
Zotero: [detected/not available -> /diverga:setup for guidance]
Claude Code Browser: [detected/not available]
Gemini: [configured/not set -> export GEMINI_API_KEY=...]
QUICK ACTIONS
/diverga:setup Initial configuration
/diverga:doctor System diagnostics
/diverga:help All 24 agents & commands
/diverga:memory Project context & status
/diverga:hud HUD display settings
"Start a systematic review on [topic]" -> Begin research
If the user asks about Zotero MCP setup, provide:
Zotero MCP enables:
- Auto-import retrieved papers into Zotero library
- Collection management during screening (Included/Excluded)
- Bibliography generation in any citation style
- Citation insertion during manuscript writing
Setup:
1. Install Zotero desktop app (zotero.org)
2. Install Zotero MCP server
3. Add to Claude Code MCP config
4. Restart Claude Code
If the user asks about Claude Code Browser:
Claude Code Browser enables:
- Automated search queries on institutional databases (WoS, Scopus, ERIC)
- Guided export from university-licensed portals
- Semi-automated paper collection from any web-based database
Status: Available if Chrome extension is installed.
No additional setup needed.
echo $VARIABLE_NAME.research/project-state.yamltools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
documentation
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.