ClawBack
Mirror congressional stock trades with automated broker execution
Agent Instructions
When the user invokes /clawback, execute the appropriate command based on the argument:
Commands
When the user invokes /clawback with any arguments, execute the corresponding command:
| Command | Action |
|---|---|
/clawback setup |
Run the setup wizard: Execute {baseDir}/bin/clawback.py setup |
/clawback status |
Check system status: Execute {baseDir}/bin/clawback.py status |
/clawback run |
Start trading bot: Execute {baseDir}/bin/clawback.py run |
/clawback daemon |
Run as background service: Execute {baseDir}/bin/clawback.py daemon |
/clawback test |
Test notifications: Execute {baseDir}/bin/clawback.py test |
/clawback (no args) |
Show help: Execute {baseDir}/bin/clawback.py --help |
How to Execute Commands
Option 1: Using the wrapper script (recommended)
When executing ClawBack commands, always:
1. Use the wrapper script at {baseDir}/bin/clawback.py
2. Pass the command as an argument (e.g., {baseDir}/bin/clawback.py status)
3. Capture and display the output to the user
Option 2: Direct Python execution (if wrapper doesn't work)
If the wrapper script fails, you can run ClawBack directly:
1. Change to the skill directory: cd {baseDir}
2. Activate the virtual environment: source venv/bin/activate
3. Run the CLI: python -m clawback.cli [command]
4. Capture and display the output
Important: Always check if the virtual environment exists at {baseDir}/venv. If not, you may need to run the setup first.
/clawback setup - Interactive Setup Flow
When user runs /clawback setup, follow these steps:
Step 1: Install dependencies (if needed)
Check if {baseDir}/venv exists. If not, run:
bash
cd {baseDir} && python3 -m venv venv && source venv/bin/activate && pip install -e .
Step 2: Prompt for E*TRADE credentials Ask the user for each value:
Environment: Ask "Do you want to use sandbox (testing) or production (real money)?"
- Default: sandbox
Consumer Key: Ask "Enter your E*TRADE Consumer Key (from developer.etrade.com):"
- Required field
Consumer Secret: Ask "Enter your E*TRADE Consumer Secret:"
- Required field
Account ID: Ask "Enter your E*TRADE Account ID (or leave blank to get it after OAuth):"
- Optional - can be obtained later
Step 3: Save configuration
Create/update ~/.clawback/config.json with the provided values:
json
{
"broker": {
"adapter": "etrade",
"environment": "<sandbox or production>",
"credentials": {
"apiKey": "<consumer_key>",
"apiSecret": "<consumer_secret>"
}
},
"trading": {
"accountId": "<account_id>",
"initialCapital": 50000,
"tradeScalePercentage": 0.01,
"maxPositionPercentage": 0.05,
"dailyLossLimit": 0.02
},
"notifications": {
"telegram": {
"enabled": true,
"useOpenClaw": true
}
},
"congress": {
"dataSource": "official",
"pollIntervalHours": 24,
"minimumTradeSize": 10000
}
}
Step 4: Confirm setup
Tell the user: "Configuration saved to ~/.clawback/config.json. Run /clawback status to verify."
Getting E*TRADE API Credentials
Direct user to: https://developer.etrade.com 1. Create a developer account 2. Create a new app (sandbox first for testing) 3. Copy the Consumer Key and Consumer Secret
Configuration Location
- Config file:
~/.clawback/config.json - Skill directory:
{baseDir}
Reading Saved Configuration
To check if the user has configured credentials, read ~/.clawback/config.json:
- If file doesn't exist or credentials are empty → prompt for setup
- If credentials exist → can proceed with status/run commands
The CLI automatically reads from ~/.clawback/config.json for all operations.
Checking Setup Status
Before running /clawback status or /clawback run, verify:
1. {baseDir}/venv exists (dependencies installed)
2. ~/.clawback/config.json exists with non-empty broker.credentials.apiKey
If either is missing, suggest running /clawback setup first.
ClawBack tracks stock trades disclosed by members of Congress (House and Senate) and executes scaled positions in your E*TRADE brokerage account. Built on the premise that congressional leaders consistently outperform the market due to informational advantages.
Default Target Politicians
ClawBack monitors these politicians by default (configurable):
| Politician | Chamber | Priority |
|---|---|---|
| Nancy Pelosi | House | 1 (highest) |
| Dan Crenshaw | House | 2 |
| Tommy Tuberville | Senate | 2 |
| Marjorie Taylor Greene | House | 3 |
Trading Strategy Defaults
| Parameter | Default | Description |
|---|---|---|
| Trade Delay | 3 days | Wait after disclosure before trading |
| Holding Period | 30 days | Target hold time for positions |
| Position Size | 5% | Max allocation per trade |
| Stop-Loss | 8% | Per-position stop-loss |
| Portfolio Drawdown | 15% | Max portfolio loss before halt |
| Disclosure Checks | 10:00, 14:00, 18:00 ET | Daily check times |
Features
- Real-time disclosure tracking from official House Clerk and Senate eFD sources
- Automated trade execution via E*TRADE API (only supported broker)
- Smart position sizing - scales trades to your account size
- Trailing stop-losses - lock in profits, limit losses
- Risk management - drawdown limits, consecutive loss protection
- Telegram notifications - get alerts for new trades and stop-losses
- Backtesting engine - test strategies on historical data
Performance (Backtest Results)
| Strategy | Win Rate | Return | Sharpe |
|---|---|---|---|
| 3-day delay, 30-day hold | 42.9% | +6.2% | 0.39 |
| 9-day delay, 90-day hold | 57.1% | +4.7% | 0.22 |
Congressional leaders have outperformed the S&P 500 by 47% annually according to NBER research.
Installation via ClawHub
# Install from ClawHub registry
clawhub install clawback
# Or install from local directory
clawhub install ./clawback
Troubleshooting
Common Issues
Skill not executing: If
/clawbackdoesn't work in OpenClaw:- Check if the skill is in the correct location:
{baseDir}/ - Verify the wrapper script is executable:
chmod +x {baseDir}/bin/clawback.py - Check if virtual environment exists:
{baseDir}/venv/
- Check if the skill is in the correct location:
Authentication issues: If E*TRADE authentication fails:
- Run the authentication utility:
python {baseDir}/scripts/auth_utility.py --auth - Run
{baseDir}/bin/clawback.py setupto reconfigure - Check credentials in
~/.clawback/config.json - Verify E*TRADE API keys are valid
- Run the authentication utility:
Token expiration: If tokens expire (30-day lifespan):
- Run:
python {baseDir}/scripts/auth_utility.py --refresh - Or start new authentication:
python {baseDir}/scripts/auth_utility.py --auth
- Run:
Python import errors: If you see "ModuleNotFoundError":
- Ensure virtual environment is activated
- Run
pip install -e .in{baseDir}/ - Check Python path includes
{baseDir}/src
Debug Mode
To debug skill execution, add DEBUG=1 environment variable:
bash
DEBUG=1 {baseDir}/bin/clawback.py status
This will show additional information about the execution context.
Post-Installation Setup
After installation via ClawHub, the install.sh script runs automatically:
- Python Environment Setup - Creates virtual environment
- Package Installation - Installs ClawBack via pip
- Directory Structure - Creates logs/, data/, config/ directories
- Setup Prompt - Asks if you want to run the setup wizard
If you skip setup during installation, run it manually: ```bash cd ~/.openclaw/skills/clawback ./setup.sh # Interactive setup wizard
or
clawback setup # CLI-based setup ```
Improved Setup Features
- Better input handling - Works in both interactive and non-interactive modes
- Input validation - Validates E*TRADE API key formats
- Timeout handling - Automatically uses defaults if no input
- Error recovery - Fallback to manual setup if CLI fails
- Configuration check - Detects existing config and offers options
Interactive Setup Wizard
The setup wizard guides you through configuration:
Step 1: Environment Selection
- Sandbox (recommended for testing): No real trades, uses E*TRADE developer sandbox
- Production: Real trading with real money
Step 2: E*TRADE API Credentials
- Consumer Key: From E*TRADE developer portal
- Consumer Secret: From E*TRADE developer portal
Step 3: Authentication
- Automatic OAuth flow with E*TRADE
- Opens browser for authorization
- Returns verification code
Step 4: Account Selection
- Lists all available E*TRADE accounts
- Choose which account to trade with
Step 5: Telegram Setup (Optional)
- Configure notifications via Telegram bot
- Uses OpenClaw's built-in Telegram channel if available
Environment Variables
After setup, credentials are stored in .env:
# E*TRADE API (required)
BROKER_API_KEY=your_consumer_key_here
BROKER_API_SECRET=your_consumer_secret_here
BROKER_ACCOUNT_ID=your_account_id_here
# Telegram (optional)
TELEGRAM_BOT_TOKEN=your_bot_token_here
TELEGRAM_CHAT_ID=your_chat_id_here
# FMP API (optional)
FMP_API_KEY=your_fmp_api_key_here
Usage
# Use the installed CLI command
clawback run # Start interactive trading mode
clawback daemon # Run as background service
clawback status # Check system status
clawback setup # Re-run setup wizard
clawback test # Test Telegram notifications
Automated Trading
The clawback daemon command runs continuously with:
- Disclosure checks at 10:00, 14:00, 18:00 ET (when filings are typically released)
- Trade execution at 9:35 AM ET (5 min after market open)
- Token refresh every 90 minutes (keeps E*TRADE session alive)
- Market hours enforcement (9:30 AM - 4:00 PM ET)
Data Sources
- House Clerk: https://disclosures-clerk.house.gov (PDF parsing)
- Senate eFD: https://efdsearch.senate.gov (web scraping)
- Financial Modeling Prep: Enhanced financial data (optional)
Supported Brokers
ClawBack currently only supports E*TRADE. The adapter pattern allows for future broker support, but only E*TRADE is implemented and tested.
| Broker | Adapter | Status |
|---|---|---|
| E*TRADE | etrade_adapter.py |
Supported |
Risk Management
- Position limits: 5% max per symbol, 20 positions max
- Stop-losses: 8% per position, 15% portfolio drawdown
- Daily limits: 3% max daily loss
- PDT compliance: Conservative 2 trades/day limit
Authentication Helpers
For manual E*TRADE authentication outside the main CLI:
# Standalone OAuth authentication script
cd {baseDir}
source venv/bin/activate
python scripts/auth_script.py
This generates an authorization URL, prompts for the verification code, and completes authentication.
File Locations
| File | Purpose |
|---|---|
~/.clawback/config.json |
Main configuration |
~/.clawback/.access_tokens.json |
E*TRADE OAuth tokens |
~/.clawback/data/trading.db |
SQLite database |
Security
- No hardcoded credentials in source code
- Environment variable based configuration
- Encrypted token storage for E*TRADE
- Git-ignored
.envfile - Optional production encryption
Support
- Documentation: See README.md for detailed setup
- Issues: https://github.com/mainfraame/clawback/issues
- Community: https://discord.com/invite/clawd
Disclaimer
Trading involves substantial risk of loss. This software is for educational purposes only. Past congressional trading performance does not guarantee future results. Always test with E*TRADE sandbox accounts before live trading.