AgentSkillsCN

simmer-ai-divergence

查询 Buildkite Pipelines API，获取构建状态、失败作业以及作业日志。适用于检查 CI/CD 状态、调试失败构建，或实时追踪作业日志时使用。

SKILL.md
--- frontmatter
name: simmer-ai-divergence
description: Surface markets where Simmer's AI price diverges from Polymarket. High divergence = potential alpha. Use when user wants to find AI vs market disagreements, scan for trading opportunities, or understand where the AI is bullish/bearish relative to external prices.
metadata: {"clawdbot":{"emoji":"🔮","requires":{"env":["SIMMER_API_KEY"]},"cron":"0 */6 * * *"}}
authors:
  - Simmer (@simmer_markets)
version: "1.0.0"

Simmer AI Divergence Scanner

Surface markets where Simmer's AI-driven price diverges from Polymarket.

When to Use This Skill

Use this skill when the user wants to:

  • •Find trading opportunities based on AI vs market disagreement
  • •Scan for high-divergence plays
  • •See where Simmer's AI is bullish/bearish vs Polymarket
  • •Understand AI pricing differences

Quick Commands

bash
# Show all divergences (>5% default)
python ai_divergence.py

# Quick status
python scripts/status.py

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

# Bullish only (AI > Polymarket)
python ai_divergence.py --bullish

# Bearish only (AI < Polymarket)
python ai_divergence.py --bearish

# Top opportunities summary
python ai_divergence.py --opportunities

# JSON output
python ai_divergence.py --json

API Reference:

  • •Base URL: https://api.simmer.markets
  • •Auth: Authorization: Bearer $SIMMER_API_KEY
  • •Markets: GET /api/sdk/markets

Configuration

SettingEnvironment VariableDefaultDescription
API KeySIMMER_API_KEY(required)Your Simmer SDK key
API URLSIMMER_API_URLhttps://api.simmer.marketsAPI base URL

How It Works

Each market has:

  • •current_probability — Simmer's AI-influenced price
  • •external_price_yes — Polymarket's price
  • •divergence — The difference (Simmer - Polymarket)

High divergence = potential alpha if the AI is right.

Interpreting Signals

DivergenceMeaningAction
> +10%AI more bullishConsider BUY YES
< -10%AI more bearishConsider BUY NO
±5-10%Mild divergenceMonitor
< ±5%AlignedNo signal

Example Output

code
🔮 AI Divergence Scanner
===========================================================================
Market                                     Simmer     Poly      Div   Signal
---------------------------------------------------------------------------
Will bitcoin hit $1m before GTA VI?        14.2%   48.5%  -34.3%   🔴 SELL
What will be the top AI model this mon     17.9%    1.0%  +16.9%    🟢 BUY

💡 Top Opportunities (>10% divergence)
===========================================================================
📌 Will bitcoin hit $1m before GTA VI?
   AI says BUY NO (AI: 14% vs Market: 48%)
   Divergence: -34.3% | Resolves: 2026-07-31

Example Conversations

"Where does the AI disagree with Polymarket?" → python ai_divergence.py

"Any bullish opportunities?" → python ai_divergence.py --bullish --min 10

"What's the AI's highest conviction play?" → python ai_divergence.py --opportunities

Troubleshooting

"SIMMER_API_KEY not set" → Get key from simmer.markets/dashboard → SDK tab

"No markets match filters" → Lower --min threshold or remove directional filters