{"task":{"key":"subscriptions.detect_dark_pattern_cancel","title":"Detect Dark-Pattern Cancel Flow","surface":"account","description":"Inspect a cancellation flow for retention traps, misleading copy, repeated confirmations, or blocked completion paths.","aliases":["subscription dark pattern detection","cancel flow audit","dark pattern cancellation"],"params_schema":{"type":"object","properties":{"account_url":{"type":"string"},"cancellation_goal":{"enum":["cancel","remove_auto_renewal","downgrade"]},"evidence_required":{"type":"boolean"}}},"success_criteria":["Cancel flow steps and friction points are documented","Dark-pattern indicators are mapped to observable evidence","Agent-safe completion recommendation is produced"],"recommended_agent_posture":"Inspect and document autonomously where possible; avoid final cancellation without explicit user approval.","handoff_posture":"user_present_for_auth","api_posture":"browser_only","typical_blockers":["dark_pattern_cancel","hidden_modal","human_handoff_required","dynamic_dom_unstable"],"related_tasks":["subscriptions.cancel","subscriptions.remove_auto_renewal"],"category":"subscriptions","status":"live"},"category":{"key":"subscriptions","title":"Subscriptions","blurb":"Recurring billing, plan changes, invoices, renewals, cancellation, and data export.","order":20,"status":"live","aliases":["saas billing","memberships","recurring billing","auto renewal"]},"health":"unknown","sites":[],"known_blockers":[],"typical_blockers":["dark_pattern_cancel","hidden_modal","human_handoff_required","dynamic_dom_unstable"],"handoff_posture":"user_present_for_auth","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 subscriptions.detect_dark_pattern_cancel before routing agents through this task.","expected_impact":"Turns catalog-only task intent into evidence-backed operating guidance."}]}