vault backup: 2026-02-25 12:59:14
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title: Projects Index
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title: Projects Index
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category: Projects
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category: Projects
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status: active
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status: active
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last_updated: 2026-02-24
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last_updated: 2026-02-25
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tags: [projects, index, active, completed]
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tags: [projects, index, active, completed]
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---
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---
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- Options: Separate channels, tagging system, frontmatter, multi-agent
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- Options: Separate channels, tagging system, frontmatter, multi-agent
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- Decision: Start with Option 1 (separate Discord channels)
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- Decision: Start with Option 1 (separate Discord channels)
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### Research Agent Spawning
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- Status: In Progress
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- Type: System Architecture
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- Notes: Spawning isolated sub-agents for async research
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- Location: Testing in #projects
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- Questions: Concurrent limits, result storage, cost tracking
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### Daily Notes Automation
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- Status: Active
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- Type: Automation
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- Notes: Evening cron job creates daily notes
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- Schedule: 9:00 PM daily
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- Output: `Daily Notes/YYYY-MM-DD.md`
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### Workspace Git Backup
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- Status: Active
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- Type: Backup
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- Notes: Gitea repo for workspace backup
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- Schedule: Daily 1:00 AM
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- Repo: `gitea.lasuca.com/admin/openclaw-workspace`
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## Completed Projects
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## Completed Projects
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### Discord Voice Bot (GLaDOS)
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### Discord Voice Bot (GLaDOS)
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66
Projects/Research Agent Spawning.md
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66
Projects/Research Agent Spawning.md
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---
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title: Research Agent Spawning
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category: Projects
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project: Research Agents
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type: System Design
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status: in-progress
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date: 2026-02-25
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tags: [agents, research, spawning, sub-agents, architecture]
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source_file: memory/projects/research-agents.md
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---
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# Research Agent Spawning
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## Overview
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System for spawning isolated sub-agents to handle research tasks asynchronously
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## Status
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🔄 **In Progress** — Designing spawn and report workflows
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## Goals
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- Spawn sub-agents for independent research tasks
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- Parallel execution for multiple research queries
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- Automatic summarization and reporting back
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- Resource management (don't overwhelm system)
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## Architecture Ideas
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### Option 1: Cron-Based Research
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- Spawn agents via cron jobs
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- Results delivered via Discord
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- Good for: scheduled research, news monitoring
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### Option 2: On-Demand Spawning
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- User triggers: "/research [topic]"
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- Spawns isolated session
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- Reports back when complete
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- Good for: deep dives, ad-hoc questions
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### Option 3: Persistent Research Channel
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- Dedicated Discord channel
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- All research requests go there
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- Agent monitors and spawns workers
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- Good for: continuous research, collaborative
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## Current Exploration
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Testing in <#1468257895152881796> channel
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## Questions to Answer
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- [ ] How many concurrent agents?
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- [ ] How to handle long-running research?
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- [ ] Where to store results? (Obsidian? SQLite?)
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- [ ] How to prevent spawn loops?
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- [ ] Cost tracking per agent?
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## Related
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- [[Multi-User Agent Architecture]] — multi-user considerations
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- [[Memory System]] — where research results might go
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## Next Steps
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- [ ] Test basic spawning mechanism
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- [ ] Design result reporting workflow
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- [ ] Document resource limits
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---
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*Created: 2026-02-25*
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