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openclaw-workspace/memory/projects/research-agents.md
2026-04-11 09:45:12 -05:00

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Research Agent Spawning

Overview

System for spawning isolated sub-agents to handle research tasks asynchronously

Status

🔄 In Progress — Designing spawn and report workflows

Goals

  • Spawn sub-agents for independent research tasks
  • Parallel execution for multiple research queries
  • Automatic summarization and reporting back
  • Resource management (don't overwhelm system)

Architecture Ideas

Option 1: Cron-Based Research

  • Spawn agents via cron jobs
  • Results delivered via Discord
  • Good for: scheduled research, news monitoring

Option 2: On-Demand Spawning

  • User triggers: "/research [topic]"
  • Spawns isolated session
  • Reports back when complete
  • Good for: deep dives, ad-hoc questions

Option 3: Persistent Research Channel

  • Dedicated Discord channel
  • All research requests go there
  • Agent monitors and spawns workers
  • Good for: continuous research, collaborative

Current Exploration

Testing in #projects channel (1468257895152881796)

Questions to Answer

  • How many concurrent agents?
  • How to handle long-running research?
  • Where to store results? (Obsidian? SQLite?)
  • How to prevent spawn loops?
  • Cost tracking per agent?

Created: 2026-02-25 Next: Test spawning mechanisms