Prediction markets · Owner lesson
Test an up or down prediction market bot with calibration checked first.
Super Algo Kit grades an up or down prediction market bot C, and the idea is untested. It stakes on a 5 or 15 minute crypto window when a price-action score clears a threshold. A confidence score only becomes a probability once it is calibrated, and a trade needs that probability to beat the price plus fees. Eligibility for your country is checked first.
strategy facts
Short-window up-or-down prediction market with a confidence threshold
- Family
- Prediction market, generalised and anonymised from a real build (owner lesson)
- Markets
- Prediction markets, with a crypto spot price as the reference
- Timeframes
- 5-minute and 15-minute windows, held to resolution
- Evidence grade
- C: the build behind it never completed a test or showed a validated edge
- Status
- Untested: no test on record
- Data needed
- Window rules, the resolved-outcome archive, the venue's reference feed at one-second resolution, order book and fees
- Eligibility
- Checked for your country before any order; the kit never helps you get around a venue's block
From the kit's own card. Not investment advice.
Paper first
Test it before you trade it.
Super Algo Kit runs inside the coding agent you already use. It interviews you, writes the spec with pass marks set first, then builds, backtests and paper-tests. Real money starts only when you type the authorize command.
The plan, step by step
Tick them off as you go.
How does an up or down prediction market work?
A short-window contract asks one question: will an asset's price be above, or below, a reference price when the window ends? The reference is fixed at the start, and windows last 5 or 15 minutes. Its price reads as the market's odds of that outcome.
The first builder rated recent price moves, put a small stake down whenever confidence cleared a cut-off, and waited for the result. That claim was never tested.
Up or down bot rules in plain words
These are the original builder's choices, summarised. You declare every value in a trial plan before any run.
- Read the venue's rules first: reference price source, start and end times in UTC, ties and resolution.
- Score each window using only data available before the last accepted order time.
- Stake only above one declared threshold, somewhere around 65 to 70 percent.
- Use a small fixed stake per window, held to resolution, so the loss is capped at the stake.
- Skip windows with a stale reference feed or a thin order book.
Why short-window prediction market bots struggle
The card marks the market risks as the kit's judgement, not measured in the build. In windows this short, up or down is nearly a coin toss. Whatever edge exists is tiny compared with the fee and spread on each contract.
In the real build, the hardest work was reproducing the venue's reference price and its window start and end times. The paper test charged no fees, and resolution rules and eligibility mattered more than the score.
How Super Algo Kit tests it before any money
Calibration comes first: does a 0.70 score come true about 70 percent of the time on held-out windows? The kit checks with a reliability curve and the Brier score.
Edge is measured against the contract's traded price after fees and spread, not against 50 percent. You replay the archive to measure how often your computed outcome matches the venue's, and explain every mismatch before tuning. The eligibility check must be clear before any live discussion.
Before you rely on it
Where it fails.
- Direction over 5 to 15 minutes is nearly a coin toss, so fees and spread swamp small edges.
- Faster, better-informed traders work the same window, so a stale-looking quote may be right.
- A gap of a few ticks between your price feed and the venue's reference can flip close calls.
- Sizing stakes as if an overconfident score were a true probability means betting too much.
- A paper test without fees makes results look better than they are.
- Eligibility rules in your country can rule the venue out entirely.
FAQ
Up-or-down prediction: questions.
Do 15 minute crypto prediction market bots work?
Super Algo Kit has no evidence that they do: the build behind this card never finished a test or showed a validated edge. In the kit's judgement, direction over such short windows is close to a coin toss. Any edge has to beat the fee and spread on every contract.
What is calibration for a prediction market bot?
Calibration asks whether a score of 0.70 comes true about 70 percent of the time on windows the model never saw. Super Algo Kit checks it with a reliability curve and the Brier score, which averages the squared gap between forecast and outcome. An uncalibrated score is not a probability.
Why does the reference price matter so much?
The contract resolves on the venue's named reference price, not on your exchange feed. A gap of a few ticks flips windows that end near a tie. Super Algo Kit replays the archive and measures how often your computed outcome matches the venue's.
Can I trade these markets from any country?
No. Eligibility depends on the venue, its legal entity and where you live, and several countries treat prediction markets as illegal gambling. Super Algo Kit checks eligibility before any order and never helps you get around a block. Confirm with the venue or a qualified professional; this is not legal advice.
Can Super Algo Kit build a Polymarket or Kalshi bot?
Super Algo Kit helps your own AI coding agent build prediction-market software for Kalshi and Polymarket as real code in your project. The default deliverables are tools, such as a calibration tracker. Live trading waits for a confirmed eligibility check and your typed authorize command.
Keep reading
More guides.
Prediction markets · Venue APIPolymarketSuper Algo Kit helps you build a Polymarket trading bot or research tool inside your AI coding agent.
Prediction markets · Exchange APIKalshiSuper Algo Kit helps you build a Kalshi trading bot or research tool inside your own AI coding agent.Claude Code · Coding agentClaude CodeSuper Algo Kit turns Claude Code into an algo trading team, so you can build your own Claude Code trading bot.Sources the kit's card cites
- Super Algo Kit pattern card: short-window-updown-prediction (owner lesson, generalised and anonymised from a real build)
- Super Algo Kit prediction-markets pack, section 7: eligibility and rules
- Kalshi Member Agreement (restricted jurisdictions)
- Polymarket help centre: geographic restrictions
Build it with Super Algo Kit.
15 specialist roles and 35 skills inside your coding agent. Paper first, live only when you say.
Super Algo Kit is development software. It is not investment advice, a signal service or a promise of performance. Trading involves substantial risk, including the loss of all capital you trade with.