{"site":"walmart.com","task":"commerce.return","available":true,"recipe":{"uri":"recipe://commerce.return/walmart-start-return/v1","version":1,"status":"active","agent_class":"browser_agent_user_present","summary":"Open Purchase History with the user present, choose Start a return, select item/reason/resolution/method, and preserve label or barcode evidence.","steps":[{"order":1,"instruction":"Open the official public source page and verify the current task path before acting.","evidence_gate":"Source URL, page title, and task-specific branch are captured."},{"order":2,"instruction":"Enter the task surface only after matching the user's goal to the documented path.","evidence_gate":"Required identity, payment, policy, or JavaScript gate is visible."},{"order":3,"instruction":"Stop at any irreversible, paid, or account-mutating step until the user approves.","evidence_gate":"Final-state language and user approval are captured."}],"guards":["Verify item-specific return eligibility before starting.","Do not submit if refund/replacement or method differs from the user's instruction.","Escalate oversized or carrier-restricted items to customer care when documented."],"success_signals":["Return barcode or label","Return method selected","Refund or replacement choice recorded"],"expires_at":"2026-06-10T01:51:46.441Z"},"known_blockers":["login_required"],"confidence":{"score":0.31,"level":"low","sample_size":3,"rationale":"Confidence reflects 1.05 effective weight, Wilson bounds 0.145518-0.991861, and Beta posterior mean 0.610164."},"freshness":{"updated_at":"2026-06-09T01:51:46.441Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":3,"source_tiers":["public_web_observation"],"evidence_ids":["public-walmart-start-return","public-walmart-return-methods","public-walmart-standard-return-policy"],"latest_evidence_id":"public-walmart-standard-return-policy","notes":["Walmart documents online returns through Purchase History with return labels, store returns, pickup, mail, and FedEx drop-off options depending on item eligibility.","Source: https://www.walmart.com/help/article/start-return-online/a760300a0bfb4cd4891e43f092c8bd18","Source: https://www.walmart.com/help/article/walmart-standard-return-policy/adc0dfb692954e67a4de206fb8d9e03a"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"recommended_actions":[{"priority":"medium","actor":"agent","action":"Capture the item-specific return method and label/barcode instead of relying on generic policy text.","expected_impact":"Improves recoverability when eligibility varies by item."}]}