An automated trading agent designed to exploit predictable mean-reversion patterns in Polymarket 5-minute crypto markets during global session opens.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install polymarket-micro-session-edge-trader
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install polymarket-micro-session-edge-trader using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Polymarket Micro Session Edge Trader?
The Polymarket Micro Session Edge Trader is a sophisticated template within the Openclaw Skills ecosystem designed for high-frequency prediction market trading. It focuses on the specific phenomenon where crypto markets experience directional bursts during the US, Asia, and Europe session opens. By identifying these initial volatility spikes in 5-minute intervals, the skill executes mean-reversion trades to capture the subsequent price correction.
This skill serves as a robust framework for developers looking to deploy institutional-grade logic on prediction platforms. It abstracts away the complexities of market discovery, interval parsing, and trade execution, allowing users to focus on refining their alpha. As part of the Openclaw Skills library, it emphasizes safety, utilizing paper trading by default to ensure strategies are proven before risking real capital.
Polymarket Micro Session Edge Trader Use Cases
- Fading institutional volatility bursts during the US Open (9:30-10:00 ET) in BTC and ETH markets.
- Capturing mean-reversion opportunities during the Tokyo and Hong Kong session opens (20:00-20:30 ET).
- Exploiting retail overextension in London session (3:00-3:30 ET) volatility windows.
- Automated systematic trading of short-term 5-minute 'Up or Down' prediction markets for SOL and XRP.
How Polymarket Micro Session Edge Trader Works
- The skill initiates by discovering all active crypto 'Up or Down' 5-minute markets on Polymarket using keyword filters.
- It parses question metadata to extract specific assets, dates, and start/end times converted to minutes since midnight ET.
- Market intervals are grouped by asset and sorted chronologically to identify sequence patterns.
- The agent monitors specific session windows (US, Asia, EU) to detect 'bursts' defined by two consecutive intervals moving in the same direction.
- Upon burst confirmation, the skill calculates a conviction score based on burst strength and market probability.
- A trade is executed on the 3rd interval (the fade target) in the opposite direction of the initial burst.
- The system applies risk management filters, including maximum position sizing and bid-ask spread limits, before submitting the order via the simmer-sdk.
Polymarket Micro Session Edge Trader Setup
To deploy this skill within your Openclaw Skills environment, follow these steps:
- Install the required SDK:
pip install simmer-sdk
- Configure your environment variables by adding your API key:
export SIMMER_API_KEY='your_api_key_here'
- Run the trader in simulation mode to verify the logic:
python trader.py
- To execute live trades on Polymarket, use the live flag:
python trader.py --live
Polymarket Micro Session Edge Trader Data Schema & Taxonomy
The skill manages data through a structured taxonomy of market intervals and risk parameters:
| Data Component | Description |
|---|---|
| Session Windows | US (09:30 ET), Asia (20:00 ET), EU (03:00 ET) |
| Interval Grouping | Dictionary keyed by (asset, date) containing sorted interval objects |
| Conviction Metric | Float (0.0 - 1.0) derived from (Distance from Threshold + Burst Strength) |
| Tunables | JSON-defined risk limits (Spread, Volume, Max Positions) |
All metadata and market states are processed in real-time to ensure the agent reacts within the 5-minute window constraints typical of Openclaw Skills.
Polymarket Micro Session Edge Trader Advanced Features
- Multi-session confluence weighting to increase trade size when multiple global sessions or coins align.
- Dynamic volume filtering to only trade session fades accompanied by high-liquidity confirmation.
- Adaptive window boundaries that adjust based on historical volatility drift.
- Integrated safeguards including a venue toggle (sim vs live) and maximum concurrent position caps to protect capital.
- Extension support for external exchange correlation feeds (e.g., Binance) to confirm momentum.
SKILL.md
Loading
Related Openclaw Skills
Video Analyzer
A local AI tool for downloading and analyzing video content from Bilibili, Douyin, and Toutiao using frame extraction and local vision models.
Resilient Claude Agent
A robust execution layer that decouples Claude Code from the orchestrator using tmux for persistent, crash-resistant coding tasks.
TDD E2E PR Workflow
Automate the end-to-end development cycle from issue selection to pull request creation with mandatory visual verification.
Extract Design System
Reverse-engineer public website design primitives into localized design tokens and CSS variables automatically.
Compliance Guardian — FinCEN Real Estate Reporting
A specialized compliance tool for real estate professionals to navigate FinCEN reporting requirements for non-financed property transfers.
Lead Guardian
Lead Guardian is an AI-driven automation skill designed to instantly qualify real estate leads and alert agents to high-intent opportunities.
Featured*
