Agent skills for VS Code

Kotlin Multiplatform expect/actual patterns for platform-specific APIs.

Use when the user is logging, totaling, or reconstructing time and expenses for client work — especially at month-end under invoice…

File expenses and submit reports to Expensify in one line.

Session-level engagement: core loop health, the experience triangle (mechanics, fiction, feedback), emotion layering, tension curves…

Design scientific experiments including sample size calculation, randomization, control groups, blinding, and study protocols.

Guides the product-experimentation layer of A/B testing — writing a falsifiable hypothesis, sizing a test with minimum detectable effect…

Experiment design expert using pretotyping and lean validation for both new product concepts and existing product features.

Toolkit for structuring hypotheses, variants, guardrails, and measurement

Design statistically rigorous A/B tests and interpret experiment results.

Minimize the blocking surface of ML and scientific experiment gates.

Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing

SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention.

Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations.

Use when the credibility of an Experimental Economics (ExpEcon) manuscript rests on experimental control — incentive compatibility…

Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment…

Use when designing or stress-testing the experiments for a Journal of Consumer Psychology (JCP) manuscript — manipulations, controls and…

Use when targeting Experimental Economics or deciding whether a lab- or field-experiment manuscript fits this venue.

Designs, runs, and reads A/B tests and growth experiments — hypothesis, sample size, duration, and honest interpretation.

Guides work on `packages/frontend/editor-ui` experiments. Use when creating, extending, wiring, testing, reviewing, or retiring editor-ui experiments, PostHog feature flags, experiment key indexes,…

Alias for $council --mode=debate (adversarial named-persona debate).

Audit battery/materials evidence, mechanisms, experimental comparisons, and manuscript claims.