sidix-research

name	sidix-research
description	Invoke SIDIX brain via /agent/chat_holistic untuk multi-source research (jurus seribu bayangan). Pakai saat butuh insight kompleks dari multiple perspective sebelum eksekusi sprint atau diskusi visi.

SIDIX Research Skill

SIDIX brain punya endpoint /agent/chat_holistic yang fan-out paralel ke web + corpus + dense_index + 5-persona research + tools. Output = synthesis ringkas dengan attribution.

Pakai ini untuk:

• Riset visi besar bos sebelum eksekusi sprint
• Cross-check decision dengan SIDIX corpus + web sources
• Multi-perspective insight (5 persona angle simultan)
• Self-eating dogfood: SIDIX bantu bangun SIDIX (Phase 1 Self-Bootstrap)

Cara Pakai

User: /sidix-research [pertanyaan kompleks]

Saya invoke via Bash:

ssh sidix-vps "curl -s --max-time 200 -X POST http://localhost:8765/agent/chat_holistic \
  -H 'Content-Type: application/json' \
  -d '{\"question\":\"[QUERY]\"}' \
  -o /tmp/sidix_research.json && \
  python3 -c 'import json; d=json.load(open(\"/tmp/sidix_research.json\")); \
    print(d.get(\"answer\",\"\")[:2000]); \
    print(); print(\"sources_used:\", d.get(\"sources_used\")); \
    print(\"latency:\", d.get(\"duration_ms\"))'"

(Atau langsung curl kalau VPS access dari local Claude Code working directory.)

Output Yang Diberikan ke User

• Answer synthesis (max 2000 char)
• Sources used (yang berhasil)
• Latency
• Note tentang RunPod state kalau ada error

Kapan Dipakai

✅ Pakai saat:

• Visi kompleks butuh multi-perspective (5 persona)
• Sprint planning yang butuh research backing
• Cross-verify klaim sebelum dokumentasi

⊘ Skip saat:

• Pertanyaan simple yang Claude Code bisa jawab langsung dengan grep/read
• Pertanyaan tentang state proyek (pakai /sidix-state)
• Pertanyaan teknis tentang implementation detail (baca code)

Cost Awareness

Per call ~30-130s + RunPod compute. Tidak boros — pakai saat genuine multi-perspective needed.

Reference

• apps/brain_qa/brain_qa/multi_source_orchestrator.py (Sprint Α)
• apps/brain_qa/brain_qa/cognitive_synthesizer.py
• Endpoint: https://ctrl.sidixlab.com/agent/chat_holistic