yejiming ThoughtProof Reasoning Check
Goal
Before executing a trade or autonomous action, verify that the agent's reasoning is sound. ThoughtProof runs adversarial multi-model critique and returns a signed verdict: ALLOW (reasoning is sound) or HOLD (material defects found).
Prerequisites
- A funded wallet on Base (for x402 payment):
mp wallet create
Usage
Check reasoning quality before a trade:
curl -X POST https://api.thoughtproof.ai/v1/check \
-H "Content-Type: application/json" \
-d '{"claim": "Swap $2K USDC to ETH. ETH at $2180, 6% below 30d MA, RSI 34.", "stakeLevel": "medium", "domain": "financial"}'
First call returns 402 with x402 payment details (amount, recipient, asset on Base). Pay, then retry the same request to receive the verdict.
Response
{
"verdict": "ALLOW",
"confidence": 0.82,
"objections": [],
"durationMs": 55000
}
Decision logic
| Verdict | Meaning | Action |
|---|---|---|
ALLOW |
Reasoning is sound | Execute the trade |
HOLD |
Material defects found | Do not execute, review reasoning |
UNCERTAIN |
Insufficient evidence | Gather more context |
DISSENT |
Models strongly disagree | Require human review |
Pricing (stake-proportional)
| Stake Level | Cost | Use case |
|---|---|---|
low |
$0.008-$0.02 | Routine swaps under $2K |
medium |
$0.02-$0.05 | Standard trades $2K-$10K |
high |
$0.05-$0.15 | Large trades $10K-$25K |
critical |
$0.15-$1.00 | High-value trades over $25K |
Example workflow
- User says: "Swap $5K USDC for ETH"
- Check reasoning via curl to ThoughtProof API with the trade thesis
- If
HOLDorDISSENT-- warn user, show objections, do not proceed - If
ALLOWwith confidence > 0.60 -- execute the swap
Related skills
- moonpay-swap-tokens -- Execute the swap after verification passes