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…
GitHub Actions pipeline for Speak integrations with mocked API tests
Handle student audio data, assessment records, and learning progress
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.
Migrate between language learning platforms, import student progress,
Monitor Speak API health, assessment latency, session metrics, and pronunciation
Security best practices for Speak API keys, audio data privacy, student
Upgrade Speak SDK versions, migrate between language learning platforms,
Speaking ops: invites, keynotes, panels, Gmail/calendar, conferences.
Use when creating, reviewing, or updating SPEC.md files, running /specout, or entering the ADF SPEC gate.
Use ONLY when the user explicitly invokes spec-brainstorm by name.
How a project's agent-facing documentation is run so it stays true: one job per doc, facts flowing DECISIONS → SPECS → IMPL with the copy…
MUST USE PROACTIVELY before executing a user request with two or more distinct deliverables, downstream skills, Agentic SEO pillars…
Use ONLY when the user explicitly invokes spec-implement by name.
Review the quality of a Spec Kit preset or extension (the folder containing preset.yml or extension.yml, with commands/*.md…
Indexes, searches, and injects project spec files as agent memory.