portainer-manage
Manage Docker containers via Portainer at {{PORTAINER_HOST}}:{{PORTAINER_PORT}}.
snowflake-create-external-volume
Consult Snowflake CREATE EXTERNAL VOLUME parameter reference before generating any CREATE EXTERNAL VOLUME DDL.
qdrant-memory
Store, search, and manage vector embeddings for semantic memory and similarity search via the Qdrant instance at {{QDRANT_HOST}}:{{QDRANT_PORT}}.
file-manage
Perform file CRUD operations in the shared volume at {{SHARED_VOLUME}}.
excel-process
Process Excel spreadsheets using command-line tools in the shared volume at {{SHARED_VOLUME}}.
snowflake-create-internal-stage
Consult Snowflake CREATE STAGE parameter reference before generating any CREATE STAGE DDL for internal stages.
prometheus-query
Query metrics and set up alerts using Prometheus at {{PROMETHEUS_HOST}}:{{PROMETHEUS_PORT}}.
snowflake-create-data-metric-function
Consult Snowflake CREATE DATA METRIC FUNCTION parameter reference before generating any CREATE DATA METRIC FUNCTION DDL.
snowflake-create-external-stage
Consult Snowflake CREATE STAGE parameter reference before generating any CREATE STAGE DDL for external stages.
snowflake-create-external-table
Consult Snowflake CREATE EXTERNAL TABLE parameter reference before generating any CREATE EXTERNAL TABLE DDL.
go-observability
Structured logging, distributed tracing, metrics, and health checks for Go services. Covers slog, OpenTelemetry, Prometheus, and observability best practices. Use when: "add logging", "structured logs", "add tracing", "OpenTelemetry", "add metrics", "Prometheus", "observability", "instrument this code". Do NOT use for: performance profiling with pprof (use go-performance-review), error handling patterns (use go-error-handling), or health check endpoints (use go-api-design).
env-manager
Environment variable validation, synchronization, and management across local development, CI/CD, and deployment platforms
requesting-code-review
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
condition-based-waiting
Replace arbitrary timeouts with condition polling for reliable async tests