Agent skills for VS Code

Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data…

Guides the user through spatial enrichment workflows — triggered by requests to enrich, add demographics, estimate population around…

Use when a Journal of Urban Economics (JUE) manuscript's headline spatial estimate must be shown to survive specification, spatial-scale…

Builds spatial Android apps for Meta Quest and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects, hybrid…

Launch N parallel subagents in isolated git worktrees to compete on the session task.

Create, run, and manage child squads for specific missions.

GitHub Actions pipeline for Speak integrations with mocked API tests

Diagnose and fix common Speak API errors: authentication failures, audio

Execute Speak primary workflow: AI Conversation Practice with real-time

Execute Speak secondary workflow: Pronunciation Training with phoneme-level

Handle student audio data, assessment records, and learning progress

Collect diagnostic information for Speak API issues: auth verification,

Deploy Speak language learning features to Vercel, Cloud Run, or containerized

Configure Speak for schools and organizations: SSO, teacher/student

Create your first Speak AI tutoring session with pronunciation feedback.

Incident response for Speak API outages: triage, fallback to offline

Set up Speak language learning API integration and authentication.

Configure Speak local development with mocked tutors and audio testing.

Configure Speak across dev, staging, and production with separate API

Monitor Speak API health, assessment latency, session metrics, and pronunciation