Taolor Signal Agent 🔍

The AIXBT of Bittensor — automated signal detection across 128 subnets.

"What happens when you TAO-pill Michael Saylor and plug him into AIXBT's supercomputer — then point him at the entire Bittensor ecosystem."

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Quick Start

cd ~/clawd/agents/taolor-signal

# Full pipeline (collect → detect → synthesize → output)
./run.sh

# Skip collection (use existing data)
./run.sh --skip-collect

# Skip LLM synthesis (detection only)
./run.sh --skip-llm

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How It Works

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│  STAGE 1    │     │  STAGE 2    │     │  STAGE 3    │
│  COLLECT    │ ──▶ │  DETECT     │ ──▶ │ SYNTHESIZE  │
│  (Free)     │     │  (Free)     │     │ (LLM Cost)  │
└─────────────┘     └─────────────┘     └─────────────┘

Stage	What It Does	Cost
1. Collect	Gather data from X, Telegram, Discord, GitHub, on-chain	Free
2. Detect	Find mention spikes, sentiment shifts, whale moves	Free
3. Synthesize	Transform signals into Taolor's voice via LLM	~$0.02/signal

📖 Full architecture details: See ARCHITECTURE.md

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Data Sources

Source	Method	Status
X/Twitter	bird CLI	✅ Working
Telegram	Telethon	✅ Working
Discord	Browser	✅ Working
GitHub	API	✅ Working
subnet.ai	Browser	✅ Working
Taostats	Browser	✅ Ready

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Signal Types

• Mention Spike — Subnet being discussed more than usual
• Sentiment Shift — Community mood changing bullish/bearish
• Stake Flow — TAO moving into/out of subnet
• Whale Activity — Large wallet transactions
• Cross-Signal — Multiple signals align (strongest indicator)

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Taolor Voice

Michael Taolor speaks with conviction:

"Subnet 12 just tripled in signal. Sentiment shifted before price did. The chain sees it. The crowd doesn't. Yet."

Voice traits:

• Conviction-coded, calm, deadpan serious
• Short, weighted sentences — rhythm matters
• No hype, no slang, no filler
• Speaks like prophecy — means every word

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Configuration

Thresholds are tunable in config/signal_config.json:

{
  "mention_spike_thresholds": {
    "medium": 1.0,
    "high": 2.0,
    "critical": 5.0
  }
}

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Cron Schedule

# Run every 6 hours
0 */6 * * * cd ~/clawd/agents/taolor-signal && ./run.sh

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Files

taolor-signal/
├── run.sh                  # Pipeline orchestrator
├── ARCHITECTURE.md         # Full documentation
├── collectors/             # Stage 1: Data collection
├── signals/                # Stage 2 & 3: Detection + synthesis
├── output/                 # Alert formatting + posting
├── config/                 # Tunable parameters
└── data/                   # Raw data storage

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Built by Milo 🦊 for Harvey | January 2026