{ "provider": "snowflake", "domains": { "solution-architecture": { "keywords": [ "architecture", "topology", "account structure", "workload placement", "isolation", "edition", "region", "multi-account", "landing zone", "iceberg", "interoperability", "residency", "business critical", "design" ], "agent": "snowflake-solution-architect-agent" }, "platform-administration": { "keywords": [ "administration", "administrator", "account parameters", "object lifecycle", "ownership", "drift", "runbook", "operational readiness", "orphaned", "housekeeping", "inventory", "organization accounts", "hygiene" ], "agent": "snowflake-platform-administrator-agent" }, "identity-access-security": { "keywords": [ "rbac", "role", "grant", "privilege", "least privilege", "accountadmin", "securityadmin", "sysadmin", "future grants", "managed access", "authentication", "mfa", "sso", "scim", "oauth", "key-pair", "service user", "service_agent", "workload identity", "escalation", "public role", "password", "automation identity", "privileges", "grants", "roles", "role hierarchy", "effective access" ], "agent": "snowflake-identity-access-security-agent" }, "network-connectivity": { "keywords": [ "network policy", "network rule", "private link", "privatelink", "private endpoint", "connectivity", "ip allowlist", "egress", "external access integration", "lockout", "public access", "firewall", "ingress" ], "agent": "snowflake-network-private-connectivity-agent" }, "governance-privacy": { "keywords": [ "governance", "privacy", "masking", "masking policy", "row access", "tag", "tagging", "classification", "sensitive data", "pii", "horizon", "lineage", "data quality", "aggregation policy", "projection policy", "masking policies", "sensitive columns" ], "agent": "snowflake-governance-privacy-agent" }, "compliance-evidence": { "keywords": [ "auditor", "compliance", "evidence", "control", "attestation", "segregation of duties", "access review", "retention", "trust center", "audit period", "provable", "certification", "audit evidence", "control mapping", "operated for the period" ], "agent": "snowflake-compliance-evidence-auditor-agent" }, "finops-cost": { "keywords": [ "cost", "credits", "spend", "bill", "finops", "budget", "resource monitor", "chargeback", "showback", "attribution", "query tag", "idle", "forecast", "anomaly", "expensive", "overspend", "unit economics", "doubled", "cost per successful task", "credit" ], "agent": "snowflake-finops-cost-governor-agent" }, "query-performance": { "keywords": [ "slow", "performance", "query profile", "latency", "spilling", "pruning", "queueing", "concurrency", "warehouse size", "clustering", "materialized view", "search optimization", "query acceleration", "cache", "tuning", "benchmark", "4xl", "resize" ], "agent": "snowflake-query-performance-engineer-agent" }, "data-engineering": { "keywords": [ "pipeline", "elt", "task", "stream", "dynamic table", "target lag", "snowpark", "transformation", "schema evolution", "idempotency", "backfill", "reconciliation", "freshness", "copy into", "batch load", "duplicate" ], "agent": "snowflake-data-engineering-pipelines-agent" }, "streaming-ingestion": { "keywords": [ "snowpipe", "streaming", "kafka", "connector", "channel", "offset", "ingestion", "ingest", "backpressure", "replay", "openflow", "high-performance architecture", "classic architecture", "exactly-once" ], "agent": "snowflake-streaming-ingestion-reliability-agent" }, "analytics-semantics": { "keywords": [ "metric", "kpi", "semantic view", "semantic model", "cortex analyst", "dashboard", "analytical sql", "window function", "join grain", "fan-out", "revenue definition", "reporting", "measure", "executive dashboard" ], "agent": "snowflake-analytics-semantic-data-product-agent" }, "data-science-ml": { "keywords": [ "machine learning", "snowpark ml", "model", "feature", "feature store", "training", "inference", "model registry", "drift", "reproducibility", "leakage", "scoring", "model version", "retraining", "mlops" ], "agent": "snowflake-data-science-ml-agent" }, "cortex-ai-security": { "keywords": [ "cortex", "cortex agent", "cortex search", "ai function", "ai sql", "prompt injection", "indirect prompt injection", "mcp", "tool", "guardrail", "exfiltration", "rag", "retrieval", "llm", "cortex_user", "cortex_agent_user", "ai security", "ai cost", "cortex ai", "ai spend", "agent loop", "tool privileges", "agent identity" ], "agent": "snowflake-cortex-ai-agent-security-governor-agent" }, "native-app-product": { "keywords": [ "native app", "application package", "application role", "marketplace", "listing", "monetization", "pricing", "publish", "security review", "patch", "shareback", "streamlit", "consumer" ], "agent": "snowflake-native-app-marketplace-product-agent" }, "bcdr-resilience": { "keywords": [ "disaster recovery", "bcdr", "failover", "failback", "replication", "failover group", "replication group", "client redirect", "rpo", "rto", "cross-region", "cross-cloud", "business continuity", "drill", "secondary" ], "agent": "snowflake-bcdr-resilience-agent" }, "devops-iac-release": { "keywords": [ "terraform", "provider", "iac", "ci/cd", "deployment", "promotion", "environment", "snowflake cli", "behavior change", "behaviour change", "bundle", "release notes", "rollback", "version pin", "preview feature", "plan" ], "agent": "snowflake-devops-iac-release-agent" }, "migration-modernization": { "keywords": [ "migration", "migrate", "teradata", "oracle", "redshift", "bigquery", "databricks", "hadoop", "spark", "sql server", "legacy", "edw", "cutover", "dual run", "modernization", "coexistence", "replatform", "lift and shift", "wave" ], "agent": "snowflake-migration-modernization-agent" }, "business-value": { "keywords": [ "business case", "value", "roi", "justification", "benefit", "adoption", "time to value", "baseline", "worth it", "prioritization", "funding", "cost avoidance", "no-go", "business problem", "justified", "justify", "business benefit", "do nothing" ], "agent": "snowflake-business-value-adoption-strategist-agent" } }, "live_guards": [ "snowflake-live-rbac-grant-guard-agent", "snowflake-live-auth-network-policy-guard-agent", "snowflake-live-warehouse-cost-change-guard-agent", "snowflake-live-data-protection-policy-guard-agent", "snowflake-live-pipeline-streaming-change-guard-agent", "snowflake-live-failover-promotion-guard-agent" ], "live_guard_intent": "\\b(execute|apply|run) (the )?(grant|revoke|statement)\\b|\\bpromote (the )?failover\\b|\\bfail over (now|immediately)\\b|\\bapproved[,:]? (now )?(execute|apply|promote|attach|detach)\\b|\\b(attach|detach) the (masking|row access) policy now\\b|\\b(execute|apply|run|perform) (the )?(approved )?(network|authentication|auth|masking|row.access|projection|aggregation) policy\\b|\\b(execute|apply|run|perform) the approved (warehouse|resource monitor|budget|task|stream|dynamic table|pipe|failover|promotion|change)\\b|\\bapproved[,:]?( now)?,? (resume|suspend|resize|promote|revoke|grant|run|execute|apply)\\b|\\b(resume|suspend|resize) (the )?\\w+ now\\b|\\b(promotion|promote) .{0,20}(failover )?group now\\b|\\b(execute|apply|run|perform) (the )?[\\w-]+( [\\w-]+)? change now\\b", "parallel_threshold": 0.6, "live_guard_keywords": { "snowflake-live-rbac-grant-guard-agent": [ "grant", "revoke", "grant the privilege", "revoke the privilege", "privilege to the role", "grant usage", "grant select", "grant ownership" ], "snowflake-live-auth-network-policy-guard-agent": [ "network policy", "authentication policy", "auth policy", "network rule", "allowed ip", "blocked ip", "ip allowlist", "mfa enforcement", "password policy" ], "snowflake-live-warehouse-cost-change-guard-agent": [ "warehouse", "resource monitor", "budget", "warehouse size", "auto suspend", "auto-suspend", "statement timeout", "credit quota" ], "snowflake-live-data-protection-policy-guard-agent": [ "masking policy", "row access policy", "row-access policy", "projection policy", "aggregation policy", "attach the masking", "detach the masking", "unset masking", "set masking policy", "column-level masking" ], "snowflake-live-pipeline-streaming-change-guard-agent": [ "task", "stream", "dynamic table", "pipe", "snowpipe", "resume the task", "suspend the task", "alter task", "refresh the dynamic table" ], "snowflake-live-failover-promotion-guard-agent": [ "failover", "failover group", "promote", "promotion", "failback", "secondary to primary" ] } }