{"task":{"key":"finance_bills.categorize_transactions","title":"Categorize Transactions","surface":"account","description":"Categorize financial transactions for budgeting, tax prep, expense tracking, or account reconciliation.","aliases":["transaction categorization","categorize spending","budget transaction labels"],"params_schema":{"type":"object","properties":{"date_range":{"type":"string"},"account_type":{"type":"string"},"categories":{"type":"array","items":{"type":"string"}}}},"success_criteria":["Transactions are grouped by agreed categories","Ambiguous or high-value transactions are flagged for review","Export or summary is produced without changing account state"],"recommended_agent_posture":"Autonomous analysis is appropriate on user-provided data; require user confirmation before writing labels back to an account.","handoff_posture":"agent_autonomous","api_posture":"unknown","typical_blockers":["login_required","2fa_user_present","dynamic_dom_unstable"],"related_tasks":["finance_bills.download_statement","finance_bills.find_tax_forms"],"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","2fa_user_present","dynamic_dom_unstable"],"handoff_posture":"agent_autonomous","api_posture":"unknown","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.categorize_transactions before routing agents through this task.","expected_impact":"Turns catalog-only task intent into evidence-backed operating guidance."}]}