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polymarket-ai-divergence

Find markets where Simmer's AI consensus diverges from the real market price, then trade on the mispriced side using Kelly sizing. Scans for divergence, checks fees and safeguards, and executes trades on zero-fee markets with sufficient edge.

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Installation

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skillhub install adlai88/polymarket-ai-divergence

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Skill instructions

Polymarket AI Divergence Trader

Find markets where Simmer's AI consensus diverges from the real market price, then trade the edge.

This is a template. The default logic trades when AI divergence exceeds 2% on zero-fee markets, using Kelly sizing capped at 25%. Remix it with different edge thresholds, sizing strategies, or additional filters (e.g., only trade markets resolving within 7 days). The skill handles plumbing (divergence scanning, fee checks, safeguards, execution). Your agent provides the alpha.

What It Does

  1. Scans all active markets for AI vs market price divergence
  2. Filters to markets with edge above threshold (default 2%) and zero fees
  3. Checks safeguards (flip-flop detection, existing positions)
  4. Sizes using Kelly criterion, capped conservatively
  5. Executes trades on the mispriced side (YES when AI is bullish, NO when bearish)

Quick Commands

# Scan only (dry run, no trades)
python ai_divergence.py

# Scan + execute trades
python ai_divergence.py --live

# Only show bullish divergences
python ai_divergence.py --bullish

# Only >15% divergence
python ai_divergence.py --min 15

# JSON output
python ai_divergence.py --json

# Cron mode (quiet, trades only)
python ai_divergence.py --live --quiet

# Show config
python ai_divergence.py --config

# Update config
python ai_divergence.py --set max_bet_usd=10

Configuration

Key Env Var Default Description
min_divergence SIMMER_DIVERGENCE_MIN 5.0 Min divergence % for scanner display
min_edge SIMMER_DIVERGENCE_MIN_EDGE 0.02 Min divergence to trade (2%)
max_bet_usd SIMMER_DIVERGENCE_MAX_BET 5.0 Max bet per trade
max_trades_per_run SIMMER_DIVERGENCE_MAX_TRADES 3 Max trades per cycle
kelly_cap SIMMER_DIVERGENCE_KELLY_CAP 0.25 Kelly fraction cap
daily_budget SIMMER_DIVERGENCE_DAILY_BUDGET 25.0 Daily spend limit
`default_...

Source information

Source
github
Repository
openclaw/skills
Path
skills/adlai88/polymarket-ai-divergence
Version
—
Commit
fa945e6c32348a54a0598ad59cce74b9297a4831
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Polymarket AI Divergence Trader

Find markets where Simmer's AI consensus diverges from the real market price, then trade the edge.

> **This is a template.** The default logic trades when AI divergence exceeds 2% on zero-fee markets, using Kelly sizing capped at 25%. Remix it with different edge thresholds, sizing strategies, or additional filters (e.g., only trade markets resolving within 7 days). The skill handles plumbing (divergence scanning, fee checks, safeguards, execution). Your agent provides the alpha.

## What It Does

1. **Scans** all active markets for AI vs market price divergence
2. **Filters** to markets with edge above threshold (default 2%) and zero fees
3. **Checks** safeguards (flip-flop detection, existing positions)
4. **Sizes** using Kelly criterion, capped conservatively
5. **Executes** trades on the mispriced side (YES when AI is bullish, NO when bearish)

## Quick Commands

```bash
# Scan only (dry run, no trades)
python ai_divergence.py

# Scan + execute trades
python ai_divergence.py --live

# Only show bullish divergences
python ai_divergence.py --bullish

# Only >15% divergence
python ai_divergence.py --min 15

# JSON output
python ai_divergence.py --json

# Cron mode (quiet, trades only)
python ai_divergence.py --live --quiet

# Show config
python ai_divergence.py --config

# Update config
python ai_divergence.py --set max_bet_usd=10
```

## Configuration

| Key | Env Var | Default | Description |
|-----|---------|---------|-------------|
| `min_divergence` | `SIMMER_DIVERGENCE_MIN` | 5.0 | Min divergence % for scanner display |
| `min_edge` | `SIMMER_DIVERGENCE_MIN_EDGE` | 0.02 | Min divergence to trade (2%) |
| `max_bet_usd` | `SIMMER_DIVERGENCE_MAX_BET` | 5.0 | Max bet per trade |
| `max_trades_per_run` | `SIMMER_DIVERGENCE_MAX_TRADES` | 3 | Max trades per cycle |
| `kelly_cap` | `SIMMER_DIVERGENCE_KELLY_CAP` | 0.25 | Kelly fraction cap |
| `daily_budget` | `SIMMER_DIVERGENCE_DAILY_BUDGET` | 25.0 | Daily spend limit |
| `default_...

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