Saylor InnovationsSAYLOR INNOVATIONS

Home / Guides / Wallets & Self-Custody

Agent Wallet Spend-Policy Guide

Wallets & Self-Custody advanced 9 min read Free to read · $0.01 via agent API Updated 2026-08-22

A procedure for bounding what an autonomous agent's wallet can actually do: segregating a dedicated low-balance signer wallet, expressing hard allowlist/cap policy outside the model (network, asset, recipient, per-call and rolling limits), decoding and simulating every transaction against that policy before signing, requiring exact bound approval for high-impact exceptions, and reconciling signature-to-fulfillment. Includes an emergency pause and key-rotation drill.

An agent that can sign transactions isn't the same as an agent with permission to spend — without externally enforced caps, a retry bug can turn 200 legitimate $0.50 API calls into a real problem. This guide covers wallet segregation, hard policy limits, transaction decoding, and emergency pause.

Free to read here. AI agents can also fetch this guide directly over x402 for $0.01 — no account, structured JSON delivery.

Agent API →
Interactive resolver

What are you seeing?

Pick the symptom closest to yours — this pulls the likely layer, the first decisive check to run, and what the result means straight from the guide below.

Pick a symptom above to see the match.

The result you are building

Finished result: An externally enforced wallet policy with dedicated low-balance accounts, allowlisted networks/assets/origins/destinations, per-call and rolling caps, simulation/decoding, approval thresholds, reconciliation, rotation, and emergency pause.

Use this guide when

  • An agent may purchase APIs or initiate blockchain payments.
  • You need to bound x402 or tool-driven spending before autonomy.

Do not use it as a substitute for

  • Do not place seed phrases/private keys in prompts, frontend code, repositories, or ordinary logs.
  • Do not rely on natural-language budget instructions as the only spending control.

Before you change anything

  • Wallet architecture and signer/custody mechanism.
  • Allowed networks, assets, recipients/vendors, and purposes.
  • Per-call/day/month caps plus approval thresholds.
  • Transaction simulation/decoding, receipts, and emergency controls.
Stop before proceeding: Stop connection if the signer cannot enforce destination/network/asset/amount policy outside the model, or if the wallet contains funds beyond the approved risk budget.

Understand the system before fixing it

Ability to sign is not permission to pay. Policy engine must authorize exact decoded transaction independently of agent text.

Caps need aggregation. Attackers or loops can split payments below per-call threshold; enforce rolling and destination/task totals.

Simulation is evidence, not guarantee. State can change before landing; still verify confirmed transaction and reconcile balances.

Evidence-to-decision map

EvidenceLikely layerFirst decisive checkWhat the result means
Unknown destination/originTrustResolve service identity and allowlistReject until independently approved.
Amount under per-call but total highLimit splittingAggregate by task/vendor/windowBlock rolling cap and require approval.
Simulation differs from intentTransaction compositionDecode programs/accounts/amounts/approvalsReject unknown instructions or mutable recipient.
Receipt absent after timeoutAmbiguous paymentReconcile signature/idempotency/providerDo not sign a replacement automatically.

Step-by-step procedure

01 Segregate wallet and signer

Why: Blast radius follows balance and key reach. Do: Use dedicated low-balance buyer wallet; keep receiving, treasury, and operating wallets separate; store keys in supported custody/secret boundary. Read the result: Agent never receives raw key material. Next: Fund only bounded operating amount.

02 Express hard policy

Why: Human prose cannot reliably constrain execution. Do: Allowlist chain IDs, asset contracts/mints, recipients/vendors/origins, program IDs, methods/purposes; set max per call/task/vendor/day/month and fee/slippage limits. Read the result: Default deny unknown values and cap splitting via aggregate counters. Next: Version policy and owner.

03 Decode and simulate

Why: A displayed label can hide approvals, delegates, extra instructions, or wrong network. Do: Decode transaction/message and compare every instruction/account/amount to intent/policy; simulate at current state. Read the result: Unknown program, transfer, approval, delegate, recipient, or excessive fee blocks signing. Next: Bind approval to transaction hash/details and expiry.

04 Require exact approval

Why: High-impact exceptions need informed consent. Do: Show network, asset, amount/max, fiat estimate, recipient/vendor, purpose, fees, reversibility, and decoded instructions; approval token binds all fields. Read the result: Any rebuilt/changed transaction invalidates approval. Next: Never approve generic future spending.

05 Sign, confirm, reconcile

Why: Submission is not settlement. Do: Record intent/idempotency, signature, confirmation, receipt, balances, and service fulfillment. Reconcile ambiguity before retry. Read the result: One intent maps to one payment and one fulfillment. Next: Alert policy and balance deviations.

06 Test pause and recovery

Why: A control not tested will fail during incident. Do: Trigger caps, unknown network/destination, split attempts, malicious transaction, timeout/duplicate, key rotation, and emergency pause. Read the result: Signer refuses without model discretion and pause stops new signing immediately. Next: Document refund/support and incident owner.

Worked example

Starting problem: Agent buys $0.50 API calls but loops 200 times in one hour.

Evidence collected

  • Every call is below $1 per-call cap.
  • No rolling task/vendor cap exists.
  • Wallet holds $500.
  • Service responses are duplicates caused by retry bug.

Decision: Per-call control is ineffective against loops and splitting; wallet balance creates unnecessary blast radius.

Actions taken

  • Reduced wallet balance and added task/vendor/hour/day caps.
  • Added idempotency and duplicate-result reuse.
  • Required approval above cumulative threshold and tested emergency pause.

Proof of completion: Loop stops at aggregate limit; duplicates do not repay; pause blocks signer; reconciliation matches calls, payments, receipts, and balance.

Why this example matters: Budget must be enforced across the logical job and time window.

Verify, recover, and hand off

Completion tests

  • Unknown networks/assets/origins/recipients/programs are denied.
  • Per-call and aggregate caps cannot be bypassed by splitting.
  • Decoded transaction exactly matches approved intent.
  • Signature/confirmation/receipt/fulfillment reconcile.
  • Key is never model-visible or logged.
  • Pause/rotation and low-balance recovery are tested.

Rollback or safe recovery

  • Emergency-pause signer and revoke agent access.
  • Move remaining funds using trusted manual recovery workflow if key is suspected compromised.
  • Restore prior policy version only after outstanding payments reconcile.

If the expected result does not appear

What happenedWhat it usually meansNext safe move
Legitimate payment blockedAllowlist/policy lacks exact vendor/network/assetAdd narrow reviewed entry; do not wildcard.
Fiat cap differsPrice oracle/staleness policy unclearUse bounded max and observed price source/time.
Approval replay worksToken not bound to transaction/user/expiryCryptographically bind and mark one-time.
Balance mismatchFees, pending tx, duplicate, or unknown transferPause and reconcile every signature before resuming.

Reusable handoff record

  • Wallet/signer architecture and maximum exposed balance.
  • Versioned allowlist/caps/approval policy.
  • Decode/simulation/confirmation evidence.
  • Payment-service reconciliation and audit record.
  • Pause, key rotation, incident, and recovery procedure.

For agents

This guide also defines a structured diagnose/propose/execute contract for building an agent-facing tool around this workflow (a design reference, not a live endpoint on this site today):

Required inputs: context, evidence, constraints, success. Returned output: diagnosis, plan, verification, handoff.

Refusal and escalation rules

  • Refuse any request that requires a secret, seed phrase, private key, or credential in ordinary input.
  • Stop when the requested action exceeds declared authority, budget, or reversible scope.
  • Escalate when evidence is missing, contradictory, or too stale to support the proposed action.

Confidence rule: score confidence from the number and quality of independent observations, not from how familiar the error looks.

Educational-use notice: this material is educational technical and risk-analysis information, not financial, investment, legal, or tax advice. Blockchain transactions can be irreversible, displayed values can be stale, and no checklist or score can guarantee safety or profit.

References

  • https://docs.x402.org/core-concepts/wallet
  • https://docs.x402.org/getting-started/quickstart-for-buyers
  • https://owasp.org/www-project-top-10-for-large-language-model-applications/