Search Analyst Pair

Turn any research request into a structured, reviewable brief — fact collection, risk analysis, and recommendation in three deterministic steps.

This skill packages a deterministic /hunt workflow for OpenClaw.

When a user message starts with /hunt, the workflow follows a strict 3-hop chain:

1. Search (DeepSeek): gather facts and sources only.
2. Analyst (Gemini): analyze Search output and identify key points and risks.
3. Main (Kimi): synthesize Search + Analyst into final guidance.

Why this skill

• Prevents ad-hoc routing for critical tasks.
• Separates fact collection, analysis, and decision output.
• Supports both native OpenClaw orchestration and a FastAPI fallback runner.

Best-fit scenarios

• Time-sensitive research tasks that require reliable structure.
• Decision support where source traceability matters.
• Team workflows that need stable, reviewable output sections.

Requirements

• OpenClaw gateway running and reachable.
• Agent IDs available: main, search, analyst.
• tools.agentToAgent.enabled=true in OpenClaw config.
• subagents.allowAgents configured:
  • main allows search, analyst
  • search allows analyst

Behavior contract

• Trigger prefix: /hunt
• Fixed order: Search -> Analyst -> Main
• Fallback policy: if agent-to-agent spawn fails, the workflow must explicitly mark fallback output.

Usage examples

text

/hunt Review today's agent framework updates and give a practical migration plan.

text

/hunt Collect top legal AI workflow changes this week and assess implementation risk.

Output shape (recommended)

• Search findings
• Analyst assessment
• Main conclusion