Fit, summarize, plot, and interpret a chosen CausalPy experiment.
Formats and executes dbt CLI commands, selects the correct dbt executable, and structures command parameters.
Author and run declarative YAML workflows on the Marshal fleet - reusable orchestration recipes (fan a goal out across clients, collect…
Performs placebo-in-time sensitivity analysis with hierarchical null model and optional Bayesian assurance.
numbagg-specific guidance for tend CI workflows.
Runs real-user QA, manual test plans, UX bug hunts, build sign-off, bug filing, and bug triage for web or iOS/iPadOS apps.
Use when running Python code via sandbox, when an experiment fails with a runtime error, when building self-correcting ML agents, or when…
Runway AI API for video generation via curl.
Build, modify, debug, or verify Runway Characters integrations: inspect preset or custom avatars with MCP, manage live Sessions via SDK…
Build, modify, debug, or verify Runway Model Routers: inspect live config and eligible models via MCP, manage approved settings, integrate…
Build, modify, debug, or verify Runway model generation in an application: discover accessible models and constraints with MCP, implement…
Choose, build, modify, debug, or verify Runway recipe integrations: match a recipe to the user's use case, follow its current contract…
Generate videos directly using the Runway API via runnable scripts.
Use when writing comments, commits, posts, copy, PR descriptions, or any prose that must sound human, not LLM-generated.
Use tokio::runtime::Runtime to manage async code in synchronous contexts (required for FFI bindings).
Standardizes Rust backend development using Axum and Tokio with strict guidelines for error handling, async safety, and project…
Enforces high-quality Rust backend development practices using the Axum and Tokio ecosystem.
When to activate: Rust CLI tools, clap, command-line arguments, subcommands, config files, environment variables, terminal output
Comprehensive Rust code review that fans out across detected technology areas, running them in parallel when the agent supports subagents…
Architects high-performance Rust core libraries designed for seamless cross-language integration and efficient document processing.
When to activate: Rust database, sqlx, diesel, PostgreSQL, SQLite, MySQL, migrations, queries, connection pools, transactions