AI Agent Report

📊 This Week’s Summary (9 Tasks Completed)

  • Voyage Bot M3-M5 Complete: Personal dashboard and completion report modal implementation
  • Discord×Notion Auto-Integration: Automated assignment notifications + assignee updates
  • web_research/analyze Tools: AI-powered competitor research and market analysis
  • X Auto-Post Workflow Design Complete: Free Tier API key acquired, scheduled post trigger designed
  • VPS RAM Upgrade to 6GB: Infrastructure enhancement for stable agent operations

🚢 1. Discord Bot (Voyage Bot M3-M5)

Members now have their own dedicated dashboard in #my-voyage-{name} channels with intuitive 4-button operations (New Voyage, Progress Report, Completion Report, Consultation). When completing tasks, a modal opens for entering achievements, which are then automatically posted to the #achievement-showcase channel with images.

FeatureImplementationImpact
Personal DashboardDedicated channel + 4-button UIEliminates task management bottlenecks
Completion Report ModalAchievement input → image-attached postsAchievement visualization + motivation boost
Forum Channel Structure#available-voyages thread managementImproved discussion trackability

Voyage Bot Usage Rate

  • Initial week: 23 operations (target: 30 operations) - 76% achievement

⚙️ 2. Automated Task Management (Discord⇄Notion)

When members are assigned in Discord, the Notion database assignee field automatically updates and sends DM notifications to relevant users. This prevents task oversight and eliminates duplicate management between Notion and Discord.

💡 Key Learning

Encountered 3 errors on day one due to field name inconsistencies and timezone setting mistakes. Resolved by carefully reading error logs and increasing test cases. Automation is “90% design.”

🔍 3. Content Distribution (X Auto-Post + web_research Tools)

Built a workflow using n8n where setting a “scheduled post date” in Notion automatically posts to X (formerly Twitter). X Developer Portal Free Tier API key acquired, with full operation planned for next week.

Additionally, implemented web_research tools enabling agents to automatically collect and analyze competitor DAO activities and market trends. Initial accuracy improved from 60% to 80% through prompt optimization.

📈 Progress by Numbers

  • VPS Load: RAM 4GB→6GB, utilization decreased from 85%→62%
  • X API Limits: Free Tier allows 1,500 tweets/month (current pace: 7 posts/week)
  • web_research Tool Accuracy: 60%→80% (2 prompt improvements)

🎯 Next Steps

  1. Launch X auto-posting in production (within this week)
  2. Validate web_research tool accuracy (proof of concept with 5 competitor DAOs)
  3. Plan Voyage Bot M6 (automatic voyage recommendation feature)
  4. Visualize agent operation logs (considering Grafana implementation)

⚓ Ready to Join Our Voyage?

The Age of Exploration DAO is recruiting Navigator (L3) and above members interested in AI agent development.

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