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/diverga

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

From plugin
auto-empirical-research-skills
3.8k200 skills
Install
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill diverga --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/diverga

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

diverga.SKILL.md
name: diverga
description: |
  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
version: "12.0.1"

Diverga Dashboard

When the user runs `/diverga` (the base command), display a live configuration dashboard.

Instructions

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).

Step 1: Display ASCII Logo

Output this exact logo block:

╔═══════════════════════════════════════════════════════════════════════════════╗
║                                                                               ║
║             ██████╗ ██╗██╗   ██╗███████╗██████╗  ██████╗  █████╗              ║
║             ██╔══██╗██║██║   ██║██╔════╝██╔══██╗██╔════╝ ██╔══██╗             ║
║             ██║  ██║██║██║   ██║█████╗  ██████╔╝██║  ███╗███████║             ║
║             ██║  ██║██║╚██╗ ██╔╝██╔══╝  ██╔══██╗██║   ██║██╔══██║             ║
║             ██████╔╝██║ ╚████╔╝ ███████╗██║  ██║╚██████╔╝██║  ██║             ║
║             ╚═════╝ ╚═╝  ╚═══╝  ╚══════╝╚═╝  ╚═╝ ╚═════╝ ╚═╝  ╚═╝             ║
║                                                                               ║
║              * Diverge from the Modal · Discover the Exceptional              ║
║                                                                               ║
╚═══════════════════════════════════════════════════════════════════════════════╝

Step 2: Read Configuration

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.required`
  • `hud.preset` if present
  • `language`
  • `version`

If config file doesn't exist, show "Not configured — run /diverga:setup"

Step 3: Check Project Status

Check if `.research/project-state.yaml` exists in the current working directory.

  • If exists: read project name, current stage, and checkpoint status
  • If not: show "No active project"

Step 4: Check API/MCP Status

Check these environment variables and report status:

  • `SEMANTIC_SCHOLAR_API_KEY` — for paper retrieval
  • `OPENALEX_EMAIL` — for OpenAlex polite pool
  • `SCOPUS_API_KEY` — for Scopus access
  • `WOS_API_KEY` — for Web of Science access
  • `GROQ_API_KEY` — for LLM screening (recommended)
  • `ANTHROPIC_API_KEY` — for Claude API screening
  • `OPENAI_API_KEY` — for OpenAI screening
  • `GEMINI_API_KEY` — for Gemini visualization

For each: show "configured" if set, "not set" if unset, with setup hint.

Step 5: Display Dashboard

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 OPENALEX_EMAIL=your@email.com]
  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

Step 6: Offer MCP Setup Guidance (if requested)

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.

Implementation Notes

  • Use Bash tool to check environment variables: `echo $VARIABLE_NAME`
  • Use Read tool to check config file existence and contents
  • Use Glob tool to check for `.research/project-state.yaml`
  • Display everything as formatted text output
  • The dashboard is READ-ONLY — it doesn't modify any files
  • If any check fails, show graceful fallback (e.g., "Unable to determine" instead of errors)
Read more
Ships withauto-empirical-research-skills

📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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