Prediction Market Data

Mounted Polymarket and Kalshi discovery/trade-history data for autonomous agents.

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Prediction-market discovery data for autonomous agents. One AISA_API_KEY reads mounted Polymarket and Kalshi endpoints for market discovery, event lookup, activity, and Kalshi trade history.

Install

npx skills

npx skills add AIsa-team/agent-skills --skill prediction-market-data

Start a new agent session after installing so the skill loads.

What can agents do with it?

Market discovery

“Find Polymarket and Kalshi markets related to a topic.”

Event lookup

“Browse Polymarket event groups and associated markets.”

Trade history

“Pull recent Kalshi trade records with optional ticker and block-trade filters.”

Activity checks

“Inspect Polymarket activity for a specific user over a time range.”

Liquidity triage

“Use volume and liquidity fields from market discovery responses to prioritize deeper venue checks.”

Research workflows

“Build candidate sets before using venue-native tools for pricing, orderbooks, or execution.”

Core capabilities

• Market discovery — fetch Polymarket and Kalshi markets with provider-supported filters.
• Event index — fetch Polymarket event/group data.
• Trade history — fetch Kalshi trades using limit, cursor, ticker, min_ts, max_ts, and is_block_trade.
• Activity lookup — fetch Polymarket user activity with user and optional time/market filters.

AIsa currently mounts the endpoints listed below. Older examples for AIsa-hosted price, orderbook, wallet, candlestick, and matching-market endpoints were removed because authenticated probes returned api endpoint not found.

Quick start

export AISA_API_KEY="your-key"

Polymarket

# Market discovery
curl "https://api.aisa.one/apis/v1/polymarket/markets?limit=5" \
  -H "Authorization: Bearer $AISA_API_KEY"

# Events
curl "https://api.aisa.one/apis/v1/polymarket/events?limit=5" \
  -H "Authorization: Bearer $AISA_API_KEY"

# Activity for a specific user address
curl "https://api.aisa.one/apis/v1/polymarket/activity?user=WALLET_ADDRESS&limit=5" \
  -H "Authorization: Bearer $AISA_API_KEY"

Kalshi

# Market discovery
curl "https://api.aisa.one/apis/v1/kalshi/markets?limit=5&status=open" \
  -H "Authorization: Bearer $AISA_API_KEY"

# Trades
curl "https://api.aisa.one/apis/v1/kalshi/trades?limit=5&is_block_trade=false" \
  -H "Authorization: Bearer $AISA_API_KEY"

Python client

# Polymarket
python3 scripts/prediction_market_client.py poly markets --limit 5
python3 scripts/prediction_market_client.py poly events --limit 5
python3 scripts/prediction_market_client.py poly activity --user WALLET_ADDRESS --limit 5

# Kalshi
python3 scripts/prediction_market_client.py kalshi markets --limit 5 --status open
python3 scripts/prediction_market_client.py kalshi trades --limit 5 --is-block-trade false

Endpoint reference

Endpoint	Method	Purpose
/polymarket/markets	GET	Polymarket markets
/polymarket/events	GET	Polymarket events
/polymarket/activity	GET	Activity
/kalshi/markets	GET	Kalshi markets
/kalshi/trades	GET	Kalshi trades

Get started

1. Sign up at aisa.one and create an API key in the console.
2. Set it in your shell: export AISA_API_KEY="your-key".
3. Install the skill with one of the commands under Install, then start a new agent session.

Related

Prediction Market API reference

Mounted Polymarket and Kalshi discovery endpoints.

Arbitrage skill

Candidate discovery for cross-platform market research.

Error Codes

Handling upstream exchange errors.