SimpleFunctions

Compress, Compute, Execute.

Prediction markets are where real money prices elections, the economy, and world events — minute by minute. SimpleFunctions makes sense of all of it and hands you clear signals, live odds, and the tools to act — for funds, trading desks, and newsrooms.

npm install -g @spfunctions/cli

The probability of a US recession occurring by the end of 2026 is currently priced at 10% in prediction markets. Current economic indicators remain resilient, with unemployment at 4.2% and real GDP growth at 2.68% as of early 2026.

63.6s·4 factors·Kalshi 5 + Polymarket 1
·Unemployment rate at 4.2%
·Real GDP growth of 2.68%
·Positive 10Y-2Y Treasury spread
·10% market-implied recession probability
Disagreement7d
Geo Risk7d
Breadth7d
Activity7d
Disagreement 56Geo Risk 0Breadth +0.39Activity 50
0¢Erling Haaland scores first in entire game (regulation, stoppage and any extra time periods) and Norway advances: Haaland scores first and Norway advances
[vol]Will the rate of core PCE inflation be above 0.1% in June 2026?: Above 0.1%89¢
[lag]Democratics win the Senate race in Colorado?: 4 markets deeply split (σ=45¢, range 92¢)0¢
[lag]Los Angeles C / Los Angeles R Pro Football t…: 11 markets deeply split (σ=45¢, range 92¢)0¢
monthly average compute price of NVID… overshooting monthly average compute price of NVID… — 46¢ gap [Tech / IPO]
Which of these cryptocurrencies will … overshooting Coinbase Global Inc. report Above bil… — 32¢ gap [Crypto]
7-day moving average of transit calls… lagging there be more than 250 transit calls … — 24¢ gap [Iran / Hormuz crisis]

One API call that compresses the world's markets into 800 tokens.

View /world →

Thesis-Based Realtime Market Monitoring.

View /ai-agents →Read the thesis docs
> find contracts yielding over 300% annualized, expiring in more than 30 days, with daily volume above $50,000. set triggers to buy. only execute if oil is trading above $95.
Screened 4,200 active markets. 3 match your criteria.
KXRECSSNBER-2642¢buy below 40¢
KXFEDCHAIRCONFIRM95¢filled 500 @ 94¢
KXOIL-100DEC2561¢buy above 65¢
All three intents are armed. Oil gate active — I won't execute until WTI clears $95. Checking every 60 seconds. I'll send you a Telegram message when something fills or the gate condition changes.
> |
$ sf portfolio enable
Kalshi API key encrypted and stored. Schedule set. Dry-run mode active.
$ sf portfolio view add
"Recession risk is underpriced"
--conviction 5 --horizon 2026-12-31
$ sf portfolio trigger
SCANNED4,200 markets
POSITIONS12 active
ACTION+2 entries, 1 exit
HANDOFFwritten for next tick
7 risk gates passed. Handoff note saved. Next tick in 12h.

Autonomous Portfolio Management with Mechanical Risk Gates.

View /portfolio-autopilot →Read the portfolio docs
56/100
7/3 20:00Z7/10 20:00Zlive index →

Prediction Market Index.

View live index

Data Pipeline for makers and takers.

Open screener →

Real-time data feed across Kalshi and Polymarket. Every orderbook change, every price move, every resolution.

Screen endpoint filters thousands of active contracts by five quantitative indicators — implied yield, cliff risk, expected edge, liquidity score, and time decay.

Regime endpoint classifies each market as maker-favorable or taker-favorable based on spread, depth, and flow patterns.

Politics1,5000.007A+
Sports110,0000.030A
Climate8,8000.035A
Esports6,9000.034A
Crypto325,0000.225C
Economics33,0000.372D
lower Brier = better calibrated · 0 = perfect · 0.25 = coin flip
full calibration analysis →

Platform Calibration.

How well-calibrated are prediction markets? Brier score by category across 488,000 resolved contracts.

01 / 04
There are currently multiple bills related to tariffs, including S. 4303, S. 952, and H.R. 407, which have been introduced in the 119th Congress but have not yet been passed by either chamber. Prediction markets currently estimate a 5% probability that legislation imposing new or increased tariffs will become law before January 1, 2027.
Legislative statusTariff Act of 1930Committee referralKalshi prediction market
4 bills5 markets5.3s
query-gov API →
Pnyx — query-gov for agents

Congress.gov for agents.

CLI + REST/API + MCP adapter for 425K bills, 538 members, and the prediction markets pricing each one.

View /query-gov →

SimpleFunctions Daily.

API docs →
Disagreement56/100
Geo Risk0/100
Breadth+0.39
Activity50/100
All markets

Hub coverage.

81 URLs

Indexable market hubs grouped by category, venue, and series. Each row has a page and a JSON twin.

C1 · category

15hubs

Live regime + 5-indicator panorama per vertical.

C1 · venue

1hubs

Side-by-side Kalshi vs Polymarket — categories, volume, calibration.

C2 · series

65hubs

Term curve / threshold ladder, every contract enriched with SF signal stack.

GET /api/public/markets/{type}/{slug}

15-minute refresh. Available via REST and CLI — GET /api/public/context / sf context.

Custom data, execution, liquidity.

Tuned indicators. Private latency tiers. Dedicated cross-venue routing. Direct integration into the desk stack — or your agent runtime.

For quant research desks, market makers, execution teams, and production agent deployments at scale.

Contact sales →