---

name: foreseek description: Trade prediction markets with natural language via Foreseek. Matches your beliefs to Kalshi contracts and executes trades. Use when user wants to bet on or trade predictions about elections, politics, sports outcomes, economic data (Fed rates, CPI, GDP), crypto prices, weather events, or any real-world event outcomes. Supports viewing positions, parsing predictions, executing market/limit orders, managing orders, and checking account status. metadata: clawdbot: requires: env: - FORESEEK_API_KEY

Foreseek - Prediction Market Trading

Trade prediction markets through natural language. Say what you believe, get matched to the right contract on Kalshi.

Setup

Get your API key from foreseek.ai/dashboard → API Keys tab.

export FORESEEK_API_KEY="fsk_your_api_key_here"

Quick Commands

Parse a Prediction (Find Matching Markets)

Converts natural language to matched Kalshi contracts.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "parse", "prediction": "Fed will cut rates in March"}'

Response:

{
  "matched": true,
  "confidence": 0.92,
  "direction": "yes",
  "market": {
    "ticker": "KXFED-25MAR-T475",
    "title": "Fed funds rate below 4.75% on March 19",
    "price": 0.35,
    "event_ticker": "KXFED-25MAR",
    "kalshi_url": "https://kalshi.com/markets/kxfed/fed-funds-rate-below-475-on-march-19/kxfed-25mar#market=KXFED-25MAR-T475"
  },
  "insight": "Currently trading at 35¢, implying 35% probability"
}

Execute a Trade

Places an order on Kalshi through your connected account.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "operation": "trade",
    "ticker": "KXFED-25MAR-T475",
    "side": "yes",
    "action": "buy",
    "count": 10,
    "type": "market"
  }'

Response:

{
  "success": true,
  "order": {
    "order_id": "abc123",
    "status": "filled",
    "filled_count": 10,
    "avg_price": 35
  },
  "message": "BUY 10 YES contracts on KXFED-25MAR-T475"
}

View Positions

Shows your current open positions on Kalshi.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "positions"}'

Response:

{
  "count": 2,
  "positions": [
    {
      "ticker": "KXBTC-120K-JAN",
      "title": "Bitcoin above $120,000",
      "side": "yes",
      "contracts": 25,
      "avg_price": 42,
      "current_price": 48,
      "pnl": 150
    }
  ],
  "is_demo": false
}

Search Markets

Browse available markets by keyword or category.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "markets", "query": "bitcoin", "limit": 5}'

View Pending Orders

Shows your pending and recent orders on Kalshi.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "orders"}'

Response:

{
  "count": 3,
  "orders": [
    {
      "order_id": "abc123",
      "ticker": "KXBTC-120K",
      "side": "yes",
      "action": "buy",
      "status": "pending",
      "count": 10,
      "filled": 5,
      "price": 42,
      "created_at": "2026-01-31T10:00:00Z"
    }
  ],
  "is_demo": false
}

Cancel an Order

Cancels a pending order by order ID.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "cancel", "order_id": "abc123"}'

Response:

{
  "success": true,
  "order_id": "abc123",
  "message": "Order abc123 cancelled successfully"
}

Check Account Status

View your subscription tier, usage limits, and connection status.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "status"}'

Response:

{
  "tier": "pro",
  "daily_used": 5000,
  "daily_limit": 150000,
  "daily_percent": 3.3,
  "monthly_used": 25000,
  "monthly_limit": 3000000,
  "monthly_percent": 0.8,
  "predictions_used": 2,
  "predictions_limit": 75,
  "is_limited": false,
  "kalshi_connected": true,
  "is_demo": false
}

Check Account Balance

View your Kalshi account balance and portfolio value.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "balance"}'

Response:

{
  "balance": 1000.00,
  "available": 850.00,
  "portfolio_value": 150.00,
  "is_demo": false
}

View Watchlist

View your saved markets with current prices.

curl -X POST https://jxvtetqmzduvhgiyldgp.supabase.co/functions/v1/foreseek-cli \
  -H "Authorization: Bearer $FORESEEK_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"operation": "watchlist"}'

Response:

{
  "count": 2,
  "watchlist": [
    {
      "ticker": "KXBTC-120K-JAN",
      "title": "Bitcoin above $120,000",
      "price": 48,
      "volume": 125000,
      "status": "open",
      "added_at": "2026-01-15T08:00:00Z"
    }
  ]
}

Prediction Examples

What You Say	Matched Market
"Trump wins 2028"	KXPRES-2028-REP
"Bitcoin above $100k by month end"	KXBTC-100K-JAN
"Eagles win Super Bowl"	KXNFLSB-PHI
"Fed cuts rates in March"	KXFED-25MAR-T475
"CPI above 3% next month"	KXCPI-FEB-3PCT
"Nvidia hits $200"	KXNVDA-200

Operations Reference

Operation	Description	Scope	Consumes Budget
parse	AI prediction matching	parse	Yes
trade	Execute Kalshi orders	trade	No
positions	View open positions	positions	No
markets	Search available markets	markets	No
orders	View pending orders	orders	No
cancel	Cancel pending order	cancel	No
status	Check tier & usage	status	No
balance	Get account balance	balance	No
watchlist	View saved markets	watchlist	No

Trade Parameters

Parameter	Type	Required	Description
operation	string	Yes	One of: parse, trade, positions, markets, orders, cancel, status, balance, watchlist
prediction	string	For parse	Natural language prediction
ticker	string	For trade	Market ticker (e.g., KXBTC-120K-JAN)
side	string	For trade	"yes" or "no"
action	string	For trade	"buy" or "sell" (default: buy)
count	number	For trade	Number of contracts
type	string	For trade	"market" or "limit" (default: market)
yes_price	number	For limit	Limit price in cents (for YES side)
no_price	number	For limit	Limit price in cents (for NO side)
query	string	For markets	Search term
category	string	For markets	Filter by category
limit	number	For markets	Max results (default: 10, max: 50)
order_id	string	For cancel	Order ID to cancel

Error Handling

401 - Unauthorized

{"error": "Invalid or revoked API key"}

→ Check your API key is correct and not revoked

403 - Forbidden

{"error": "API key does not have permission for 'trade' operation"}

→ API key scopes don't include this operation

429 - Rate Limited

{
  "error": "rate_limited",
  "tier": "free",
  "daily_used": 10000,
  "daily_limit": 10000,
  "message": "Daily limit reached. Resets at midnight UTC.",
  "upgrade_url": "https://foreseek.ai/pricing"
}

→ Daily token limit reached. Upgrade for higher limits:

• Free: ~5 predictions/day
• Pro ($29/mo): ~75 predictions/day
• Ultra ($79/mo): ~200 predictions/day

400 - Bad Request

{"error": "Kalshi not connected", "message": "Connect your Kalshi account at https://foreseek.ai/dashboard"}

→ Connect your Kalshi API credentials in the dashboard

Categories

Available market categories for filtering:

• Politics (elections, legislation)
• Economics (Fed rates, CPI, GDP, unemployment)
• Crypto (Bitcoin, Ethereum prices)
• Sports (NFL, NBA, MLB, soccer)
• Entertainment (Oscars, streaming)
• Weather (temperature, hurricanes)
• Tech (product launches, earnings)

Requirements

1. Foreseek Account: Sign up at foreseek.ai
2. Kalshi Connection: Connect your Kalshi API keys in the dashboard
3. API Key: Generate one from Dashboard → API Keys

Links

• Website: https://foreseek.ai
• Dashboard: https://foreseek.ai/dashboard
• Documentation: https://foreseek.ai/docs