.agents/memory/2026-02-10-openagents-tracker.md

OpenAgents Marketing Tracker Setup (2026-02-10)

Project Location

/home/nicholai/myopenagent/marketing-tools/

Services (systemd user units)

• openagents-tracker.service - 24/7 scraper daemon (5min intervals)
• openagents-dashboard.service - web dashboard on port 3847

Credentials (.env)

TWITTER_API_KEY, TWITTER_API_KEY_SECRET, TWITTER_BEARER_TOKEN
QDRANT_URL=https://vectors.biohazardvfx.com
QDRANT_API_KEY=<redacted>
OLLAMA_HOST=http://localhost:11434

Key Files

• src/feeds/openagents-daemon.ts - main tracker daemon
• dashboard.ts - stats dashboard with Chart.js
• viz.html - interactive embedding explorer (scatter/bubble plot)
• backfill-embeddings.ts - one-time script to embed existing DB entries
• tracker.db - SQLite database of mentions

URLs

• http://localhost:3847 - main dashboard with charts
• http://localhost:3847/viz - embedding explorer for marketing intel
• http://localhost:3847/api/stats - JSON stats
• http://localhost:3847/api/embeddings - JSON embeddings with 2D projection

Embedding Setup

• Model: nomic-embed-text (via Ollama)
• Vector DB: Qdrant collection openagents_mentions
• Dimension: 768
• Currently: 373 points embedded

Twitter API Notes

• Free tier is heavily rate limited (~1 req/15min for search)
• Daemon rotates through 1 keyword per scan to avoid 429s
• Keywords: ERC-8128, slicekit, openclaw, clawdbot, claude code, etc.

Dashboard Features

• Platform distribution (doughnut chart)
• Embedding space (2D scatter plot, color by platform/engagement/keywords)
• Timeline (mentions by hour)
• Interactive viz at /viz with zoom/pan, click-to-select, keyword filtering