Agent skills for VS Code

Generate behavioral specifications (Layer 3) from use cases and architecture documents using multi-agent orchestration

Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics.

Prepare a transfer without executing it, create a runtime approval request, and explain that host confirmation does not replace runtime…

Produce and structure slow-query performance reports for PostHog's production ClickHouse (US and EU).

Creates algorithmic music composition systems using procedural generation, Markov chains, L-systems, and neural approaches for ambient…

Designing interfaces where AI generates UI components dynamically.

Fallback authoring playbook for building general-purpose personal assistant agents that do not fit a more specific archetype.

Performs post-deployment canary checks and automated smoke tests to verify production health and detect regressions.

Performs comprehensive, read-only security audits and threat modeling to identify vulnerabilities across your codebase and supply chain.

Orchestrates development workflows, tracks project lifecycle stages, and recommends context-aware specialist skills for web, mobile, and…

Synchronizes project documentation, API references, and schemas with actual code changes and release diffs.

Conducts comprehensive technical design reviews covering data flows, state transitions, failure modes, and database migrations before…

Transforms ambiguous product requirements into comprehensive, testable, and actionable technical specifications.

Conducts rigorous pre-merge code reviews to catch operational bugs, security flaws, concurrency issues, and test gaps before deployment.

Executes browser-based user journey tests, investigates root causes, applies minimal fixes, and automatically validates regressions.

Performs comprehensive browser QA testing and structured bug reporting from a user perspective without modifying code or application data.

Investigates software bugs and incidents using hypothesis testing, data flow tracking, and systematic root cause analysis.

Automates code verification, commits, branch pushes, and pull request creation following strict repository standards.

Measures web performance baselines, Core Web Vitals, and regression metrics across deployments under standardized testing conditions.

Build production Firebase Genkit applications including RAG systems,

Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.