Preflight detail

demo-returns.crawldex.com

commerce.refund

degraded recipe://demo-returns.crawldex.com/commerce.refund/v1

Hold / Collect evidence first

Do not trust this route yet

The current evidence set is too thin for a confident agent decision.

Next: Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.

74AES

74% outcome rate

Evidence and trust

low trust

15%

basisBased on 5 evidence samples from catalog reporters.5

sourceSources: seeded example.

nextTreat this as directional until trusted canaries or operator reports arrive.

Confidence low 24%

Evidence 5 seeded example

Freshness 0d fresh

Blockers 1 known friction

Recipe

Verify eligibility before opening the return, then stop for user approval before submission.

active

recipe://demo-returns.crawldex.com/commerce.refund/v1

Open order history and locate the eligible order by order ID and date. Order ID, order date, and item title are captured.
Open return eligibility and compare policy text with order age. Eligibility decision and policy excerpt are captured.
Prepare the return request and ask the user to approve submission. Return reason and resolution are visible.

Dimension scores

Why the route scores this way

reachability 74

navigability 74

task completability 62

transactability 74

recoverability 74

policy parseability 62

trust safety 74

efficiency 74

Issue flags

Known blockers

policy_unparseable

Policy notes

return windowpartially parseable

confirmation emailclean

case idclean

Recommended actions

Remediation queue

mediumagent
Capture policy eligibility evidence before drafting the return request. Avoids submissions that later fail due to unclear return windows.

Agent handoff

Copy this into an agent runbook

commerce.refund

Before attempting commerce.refund on demo-returns.crawldex.com, check CrawlDex. Current verdict: Collect evidence first. Run a canary or submit a trusted outcome before allowing an agent to attempt this unsupervised.

curl -sS -X POST /api/v1/preflight \
  -H 'content-type: application/json' \
  -d '{"site":"demo-returns.crawldex.com","task":"commerce.refund","agent_profile":{"stack":"browser-use","browser_runtime":"playwright"}}'

Preflight contract

{
  "site": "demo-returns.crawldex.com",
  "task": "commerce.refund",
  "agent_profile": {
    "stack": "browser-use",
    "browser_runtime": "playwright"
  }
}