pipeline
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest +…
Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings"
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill hud --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/hudContext preview
The summary Claude sees to decide when to auto-load this skill.
Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings"
name: hud description: | Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, checkpoint, memory, minimal. Triggers: "hud", "statusline", "display settings" version: "12.0.1"
Configure and manage the Diverga HUD (Heads-Up Display) statusline.
The Diverga HUD provides a real-time statusline in your terminal showing:
The HUD is **independent** of oh-my-claudecode and works as a standalone component.
/diverga-hud status
Show current HUD configuration and status:
/diverga-hud preset <preset_name>
Change HUD display preset:
| Preset | Description | Example Output | |--------|-------------|----------------| | `research` | Standard view (default) | `🔬 AI-Ethics │ Stage: foundation │ ●●○○○ (2/11) │ 🧠 95%` | | `checkpoint` | Detailed checkpoints | Multi-line with checkpoint details | | `memory` | Memory focus | Shows context and memory health | | `minimal` | Stage only | `🔬 foundation` |
/diverga-hud enable /diverga-hud disable
Turn HUD display on or off.
/diverga-hud setup
Install or repair HUD statusline integration: 1. Creates `~/.claude/hud/diverga-hud.mjs` 2. Updates `~/.claude/settings.json` with statusLine command 3. Initializes `.research/hud-state.json` in current project
Run `/diverga-hud setup` to automatically configure HUD.
1. Ensure the HUD script exists at `~/.claude/hud/diverga-hud.mjs`
2. Add to `~/.claude/settings.json`:
{
"statusLine": {
"type": "command",
"command": "node ~/.claude/hud/diverga-hud.mjs"
}
}3. Restart Claude Code for changes to take effect.
**Location**: `.research/hud-state.json`
{
"version": "1.0.0",
"enabled": true,
"preset": "research",
"last_updated": "2026-02-04T18:45:00Z",
"cache": {
"project_name": "AI-Ethics-HR",
"current_stage": "foundation",
"checkpoints_completed": 2,
"checkpoints_total": 11,
"memory_health": 95
}
}HUD reads from:
When `/diverga-hud` is invoked:
1. **status** command:
2. **preset** command:
3. **enable/disable** command:
4. **setup** command:
| Error | Response | |-------|----------| | No project found | "No Diverga project detected. Initialize with `/diverga-setup`" | | Invalid preset | "Invalid preset. Available: research, checkpoint, memory, minimal" | | Settings write fail | "Could not update settings.json. Check file permissions." |
●●○○○○○○○○○ (2/11)
🧠 95%
Color coding:
Available stages:
User: /diverga-hud status Claude: 📊 **Diverga HUD Status** | Setting | Value | |---------|-------| | Enabled | ✅ Yes | | Preset | research | | Project | AI-Ethics-HR | | Stage | foundation | | Checkpoints | 2/11 (18%) | | Memory Health | 95% | HUD is active and displaying in statusline.
User: /diverga-hud preset minimal Claude: ✅ HUD preset changed to **minimal**. New display: `🔬 foundation` To switch back: `/diverga-hud preset research`
User: /diverga-hud setup Claude: 🔧 **Setting up Diverga HUD...** 1. ✅ Created ~/.claude/hud/diverga-hud.mjs 2. ✅ Updated ~/.claude/settings.json 3. ✅ Initialized .research/hud-state.json 🎉 HUD setup complete! **Please restart Claude Code** to activate the statusline. Your HUD will display: `🔬 AI-Ethics-HR │ Stage: foundation │ ●●○○○○○○○○○ (2/11) │ 🧠 95%`
1. Check if script exists:
ls -la ~/.claude/hud/diverga-hud.mjs
2. Check settings.json:
cat ~/.claude/settings.json | grep statusLine
3. Test script manually:
node ~/.claude/hud/diverga-hud.mjs
4. Ensure you're in a Diverga project directory (has `.research/` folder)
Run refresh to update cache:
/diverga-hud status
Or manually trigger cache rebuild by editing `.research/hud-state.json`.
The HUD automatically updates when:
For manual sync, use `/diverga-memory sync`.
📌 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 |
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest +…
Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud /…
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest +…
Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation +…
Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest +…
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. Use when users want…