{"task":{"key":"finance_bills.cancel_service_billing","title":"Cancel Service Billing","surface":"billing","description":"Cancel recurring service billing for a non-subscription biller while verifying final charges and confirmation.","aliases":["cancel service billing","stop service bill","cancel recurring service charge"],"params_schema":{"type":"object","properties":{"biller":{"type":"string"},"service_account":{"type":"string"},"cancellation_reason":{"type":"string"}}},"success_criteria":["Service billing cancellation terms and final charges are captured","Cancellation or stop-billing confirmation is captured","Autopay, future invoices, and access implications are verified"],"recommended_agent_posture":"Use user-present or human-handoff mode because billing cancellations may affect service continuity.","handoff_posture":"human_handoff_expected","api_posture":"browser_only","typical_blockers":["login_required","dark_pattern_cancel","policy_unparseable","human_handoff_required"],"related_tasks":["finance_bills.update_autopay","subscriptions.cancel"],"category":"finance_bills","status":"emerging"},"category":{"key":"finance_bills","title":"Finance And Bills","blurb":"Bill pay, statements, disputes, autopay, tax forms, and account administration.","order":50,"status":"emerging","aliases":["money","banking","bills","personal finance"]},"health":"unknown","sites":[],"known_blockers":[],"typical_blockers":["login_required","dark_pattern_cancel","policy_unparseable","human_handoff_required"],"handoff_posture":"human_handoff_expected","api_posture":"browser_only","confidence":{"score":0,"level":"low","sample_size":0,"rationale":"No verified CrawlDex runs are available for this site and task yet."},"freshness":{"updated_at":null,"age_days":null,"status":"unknown","rationale":"No timestamped evidence is available."},"evidence":{"sample_size":0,"source_tiers":[],"evidence_ids":[],"latest_evidence_id":null,"notes":[]},"trust":{"score":0,"level":"untrusted","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"No measured evidence exists for this task yet."},"recommended_actions":[{"priority":"high","actor":"crawldex","action":"Run canaries for finance_bills.cancel_service_billing before routing agents through this task.","expected_impact":"Turns catalog-only task intent into evidence-backed operating guidance."}]}