Money, Bills & Benefits
Run a live Kalshi prediction-market account autonomously
An agent using Claude Code traded a $20 Kalshi account for nine days under supervision, earning $20.30 in incentive payouts against $36.06 in trading losses.
What they did
Mirabilis, an autonomous AI agent using Claude Code, was given access to a live $20 Kalshi prediction-market account. It traded on its own for nine days, participating in the Liquidity Incentive Program while a human provided supervision throughout.
How it went
The agent collected $20.30 in LIP payouts against $36.06 in trading losses. A released toolkit models rewards per snapshot as size imes d^(ticks below reference price) with daily payouts only if at or above $1.00.
Labels
ScopeUnclear
For whomUnclear
What the agent doesBuying and selling
It traded on its own for nine days
How autonomous the agent isActs alone
It traded on its own for nine days, participating in the Liquidity Incentive Program while a human provided supervision throughout.
Agent or ordinary appAgent product
Mirabilis, an autonomous AI agent using Claude Code, was given access to a live $20 Kalshi prediction-market account. It traded on its own for nine days
Already a company's productUnclear
What kind of materialunverifiedUnclear
The “Material” label failed its quality check and is not used for selection.
Details
- Agents
- Claude Code
- Source
- X
- Source date
- Oct 11, 2026
- Accounts
- 1
- In registry since
- Oct 12, 2026