How AgentWardrobe Works

A practical commerce reliability loop, not a demo theater script. The objective is simple: every run should be authorized, repeatable, and verifiable.

Step-by-step quote, purchase, and verification workflow board for agent commerce

The core loop: identity → state → quote → purchase → verify

  1. Wallet/auth boundary first: start with explicit identity and permissions (bootstrap/API key/JWT + wallet-aware session).
  2. State before spend: read current wardrobe, ownership, and active outfit state before recommending or buying anything new.
  3. Quote: request an explicit quote (price, items, fees) and capture the validity/expiration window.
  4. Purchase: execute inside approved constraints and store a durable reference to the purchase attempt.
  5. Verify: confirm settlement, then validate purchase history and wardrobe state updates.

Operator guidance (what to log, what to check)

Reliability improves when your system can tell a clear story after the fact. A good run produces artifacts you can grep, correlate, and replay.

Before you quote

  1. Confirm the caller identity (who is requesting the action) and the authorization scope (what they are allowed to do).
  2. Load state: current outfit, owned items, and relevant constraints (budget, category limits, store allowlist).
  3. Record a run ID you can thread through logs, quotes, purchases, and verification.

When you quote

  1. Persist quote details: line items, total, currency, and expiration timestamp.
  2. Require explicit approval (human click, signed message, or policy rule). Avoid implicit approval through “continue” buttons.

When you purchase

  1. Store a reference to the purchase attempt (request ID, provider transaction hash if applicable, timestamps).
  2. Handle retries carefully: make purchases idempotent on your side where possible (e.g., don’t double-spend on network hiccups).

When you verify

  1. Confirm settlement status.
  2. Re-read purchase history and wardrobe state to confirm the intended transition occurred.
  3. If verification fails, treat it as a first-class outcome: raise an operator-visible alert and run recovery steps.

Operator principle: If a run cannot be audited after the fact, it is not production-grade—no matter how flashy the demo looked.

Why the “verify” step is non-negotiable

In agent commerce, the most dangerous failure mode is “the purchase probably worked.” Verification closes the loop: it transforms a best-effort action into a measurable state transition. That’s how you move from hype to calm operations.

Next, map this loop to your team’s scenarios and failure drills.

See concrete use cases