research-to-brain-vault

🔬 Research → Brain + Vault

Automatic dual-output: summary to Brain, deep dive to Obsidian.

Trigger

• "research [topic/repo]"
• "riset [topic]"
• "cek repo [url]"
• "deep dive [thing]"
• "analisis [thing]"

Flow

User: "research X"
         │
         ▼
    1. Research (web, GitHub, API)
         │
         ▼
    2. Extract key facts
         │
    ┌────┴────┐
    ▼         ▼
  🧠 Brain  📒 Obsidian
  summary   deep dive

Steps

1. Research

Do the actual research:

• GitHub repo? → API: stars, forks, language, license, issues, commits, contributors
• Website/tool? → web_search, browser
• Topic? → web_search + arxiv

2. Extract Brain Summary

Write to /tmp/brain-research.json:

[
  {
    "title": "Name",
    "category": "projects",
    "content": "## Overview\n[1 line]\n\n- Repo/URL\n- Stars/language/status\n- Tech stack (1 line)\n- Fit untuk kita: TIER 1/2/3 + reason\n- Notes: [key point]",
    "tags": ["research", "tool-name"]
  }
]

Rules:

• MAX 10 baris
• Include: apa ini, stars, tech, fit kita, status
• Exclude: detail pipeline, full README, code samples
• Category: projects kalau tool/repo, config kalau API/service, notes kalau konsep

3. Write Obsidian Deep Dive (optional)

Only if research is substantial. Write to /tmp/obsidian-research.json:

[
  {
    "title": "🔬 Deep Dive: Name",
    "category": "research",
    "path": "30-Resources/Research/[Name].md",
    "content": "Full analysis with:\n- Overview\n- Tech stack detail\n- Architecture/pipeline\n- Strengths & weaknesses\n- Fit untuk Hermes/Kulino\n- Implementation notes\n- Sources",
    "tags": ["research", "deep-dive"]
  }
]

Skip this step if:

• Research is simple (just a link/info)
• User only wants summary
• Not substantial enough

4. Route

# Brain (always)
python3 /root/gbrain/scripts/wiki-route.py \
  --target brain \
  --source "Research" \
  --pages /tmp/brain-research.json

# Obsidian (if deep dive exists)
python3 /root/gbrain/scripts/wiki-route.py \
  --target obsidian \
  --source "Research" \
  --pages /tmp/obsidian-research.json

5. Report

✅ Research saved:
🧠 Brain: [title] — summary (X lines)
📒 Obsidian: [title] — deep dive (X lines)

Quick Mode (skip deep dive)

User: "research X, singkat aja" → Brain only, no Obsidian

User: "research X, detail" → Brain + Obsidian

Pitfalls

• Brain summary HARUS singkat (< 1KB)
• Jangan duplikat full content ke Brain
• Deep dive only kalau substantial
• Always route brain FIRST, obsidian SECOND
• Clean /tmp files after routing