Agent skills for VS Code

Red team tactics principles based on MITRE ATT&CK.

Server management principles and decision-making.

4-phase systematic debugging methodology with root cause analysis and evidence-based verification.

Test-Driven Development workflow principles.

Testing patterns and principles. Unit, integration, mocking strategies.

VR/AR development principles. Comfort, interaction, performance requirements.

Advanced vulnerability analysis principles.

Web application testing principles. E2E, Playwright, deep audit strategies.

Run today's spaced-repetition review queue — items scheduled by SM-2 that need reinforcement before the learner forgets them.

Normalise PBIP visual layout to uniform Npx gaps — preserve each visual's proportions, snap gaps, anchor under the title band.

Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator

Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate…

Troubleshoot Spark applications on AWS EMR, Glue, and SageMaker - analyze failures, identify bottlenecks, get code recommendations.

Use when the exhibits of a Journal of Urban Economics (JUE) manuscript must make the spatial pattern visible — maps, event-study plots…

Processing and analysis of spatially resolved transcriptomics across sequencing-based (Visium, Visium HD, Slide-seq, Stereo-seq) and…

Feature engineering patterns for spatiotemporal graph prediction tasks.

Use when designing, building, measuring, simulating, or troubleshooting any loudspeaker, speaker, speaker box, subwoofer, tweeter, woofer…

Generate timed, transition-cued speaker notes calibrated to talk duration and audience profile, with lightweight preference gathering.

Right-size and write the spec before building any change.

Code-vs-spec comparator. Reads the source first-hand and compares it against written specification documents, classifying every divergence…