Agent skills

Root cause analysis for bugs and unexpected behavior.

Specialized git operations — semantic commits, PR descriptions, branch management, conflict resolution guidance.

Deploy + marketing orchestrator. Use when user says 'launch', 'ship to production', 'deploy and announce', or 'go live'. Runs the full…

Build Model Context Protocol servers from specifications.

Performance regression gate. Detects N+1 queries, sync-in-async, missing indexes, memory leaks, and bundle bloat before they reach…

Web search and external knowledge lookup.

Engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with trend tracking. Per-person breakdowns…

Generate Marp-compatible slide decks from structured JSON schema.

Choose Sail automatically when available, fall back cleanly to host PHP/Composer/Node; paired command map for both environments

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 getting research work running on the lab's `sprc` cluster, including deciding whether light work belongs on the host `sprlab005`…

Use when querying CMF metadata programmatically — listing pipelines, stages, executions, artifacts; tracing lineage; comparing…

Runway AI API for video generation via curl.

Structured debugging session — reproduce, isolate, diagnose, fix — driven by delegation.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that…

Use tokio::runtime::Runtime to manage async code in synchronous contexts (required for FFI bindings).