How It Works
WhaleClaw transforms raw Telegram noise into structured trade intelligence through multiple automated pipelines running 24/7.
The KOL Intelligence Pipeline
Section titled “The KOL Intelligence Pipeline”Step 1: Classify
Section titled “Step 1: Classify”Each KOL in the network is tagged by timeframe and style — higher-timeframe macro traders vs short-term scalpers. Classification refreshes weekly based on their recent output.
Step 2: Extract
Section titled “Step 2: Extract”Every message from every tracked KOL is processed by a dedicated AI agent. Each agent is a state machine that extracts directional bias, conviction strength, and stance timestamp. State persists until the KOL explicitly changes it.
Step 3: Weight
Section titled “Step 3: Weight”Each stance is scored using deterministic math — no LLM reinterpretation:
- Time decay (0–72 hours): Recent calls count more
- Conviction multiplier: Strong conviction amplifies the signal
- Tier weight: Top-tier KOLs carry more influence
Step 4: Deliver
Section titled “Step 4: Deliver”The weighted consensus feeds into multiple output channels:
| Output | What it synthesizes |
|---|---|
| Market Map | KOL consensus visualization — who’s bullish, who’s bearish |
| Right-Side Composite | KOL consensus + orderflow + market structure = one bias |
| KOL Trade Blocks | Individual structured entries from top-pick KOLs |
The Right-Side Engine
Section titled “The Right-Side Engine”Separate from the KOL pipeline, the 1H Right-Side Engine analyzes live market data every hour:
- Pulls 4 live charts — 1H candles, Exochart orderflow (footprint, delta, CVD, OI), and 2 liquidity maps
- GPT-4o vision analysis — reads the charts like an experienced tape reader
- Produces a STATE_CARD — structured bias, regime, action, and confidence
- Feeds the Composite — the Right-Side Engine output combines with Market Structure to produce the Right-Side Composite
The MTF Decision Panel
Section titled “The MTF Decision Panel”Lon (WhaleClaw founder) runs a separate multi-timeframe strategy that synthesizes:
- Regime bias from DR Profit’s higher-timeframe view
- Swing zones from KOL entries (Cash, VV)
- Intraday zones refined from Bojan, Woods
- TIA confirmation state
- Lunar timing windows
This produces a system mode (LONG_HUNT, SHORT_HUNT, COUNTERTREND, NO_TRADE) and specific action plan — published to the paid #mtf-strategy channel.
What runs when
Section titled “What runs when”| Pipeline | Schedule |
|---|---|
| KOL Market Map | Daily (~02:00 UTC) |
| Right-Side Engine | Hourly |
| Right-Side Composite | Hourly |
| Daily News Digest | Daily |
| KOL Trade Blocks | Real-time (on each KOL signal) |
| MTF Strategy | On manual update |
| Important Timestamps | Weekly (Sundays) |