{"task":{"category":"future_agent_tasks","status":"future","key":"future_agent_tasks.detect_better_saas_plans","title":"Detect better SaaS plans","surface":"SaaS billing and pricing surfaces","description":"Identify cheaper or better-fit SaaS plans from usage, seats, feature needs, and pricing changes.","aliases":["SaaS plan optimization agent","find better software plan","detect cheaper SaaS tier"],"params_schema":{"type":"object","properties":{"vendor_name":{"type":"string"},"current_plan":{"type":"string"},"usage_window":{"type":"string"}}},"success_criteria":["Current plan, usage, seats, limits, and feature requirements are compared","Recommended plan changes include savings and tradeoffs","Plan changes are user-approved before execution"],"recommended_agent_posture":"Autonomous analysis is appropriate; plan changes need user or admin approval.","handoff_posture":"user_present_for_auth","api_posture":"documented_api","typical_blockers":["login_required","price_mismatch","hidden_fee","policy_unparseable"],"related_tasks":["dev_saas_api.export_usage_data","business_ops.update_seats","future_agent_tasks.monitor_prices"]},"category":{"key":"future_agent_tasks","title":"Future Agent Tasks","blurb":"Long-running negotiated, monitored, and multi-step life/business workflows agents will own over time.","order":170,"status":"future","aliases":["future workflows","negotiation","monitoring","life admin"]},"health":"unknown","sites":[],"known_blockers":[],"typical_blockers":["login_required","price_mismatch","hidden_fee","policy_unparseable"],"handoff_posture":"user_present_for_auth","api_posture":"documented_api","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 future_agent_tasks.detect_better_saas_plans before routing agents through this task.","expected_impact":"Turns catalog-only task intent into evidence-backed operating guidance."}]}