Agent skills for VS Code

Compile and audit a mathematical-journal LaTeX manuscript when mathematical typesetting, references, journal templates, or final PDF…

Analyzes mathematical literature to extract proof frameworks, classify technical methodologies, and map the evolution of scientific…

Audit and refine mathematical notation in math-heavy grant proposals written in LaTeX — symbol consistency, definitions before use…

GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing.

Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and submission-readiness checks.

Diff-based PR review across code quality, test coverage, silent failures, type design, and comment quality with severity-ranked findings.

Use this skill in the MathModel LaTeX sandbox when the user asks to reproduce built-in scientific visualization templates, especially…

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.

When to activate: accessibility, ARIA, WCAG, screen reader, keyboard navigation, focus management, a11y audit

When to activate: brand voice, tone of voice, messaging framework, brand personality, voice guidelines, consistent messaging, brand copy…

When to activate: CI/CD, pipeline, continuous integration, continuous deployment, blue-green, canary, rolling deployment, staging, release

When to activate: content calendar, content strategy, editorial planning, content repurposing, content briefs, distribution strategy…

When to activate: Flyway, Liquibase, Alembic, migrations, schema changes, zero-downtime migration, rollback, database versioning

When to activate: Elasticsearch, ES, OpenSearch, full-text search, mappings, analyzers, aggregations, Kibana

When to activate: FastAPI, Pydantic v2, dependency injection, async endpoints, middleware, background tasks, OpenAPI

When to activate: GCP, Google Cloud, GKE, Cloud Run, Cloud Functions, Cloud SQL, GCS, Artifact Registry, IAM, Pub/Sub, BigQuery

When to activate: JPA, Hibernate, entity, relationship, JPQL, Criteria API, N+1 problem, caching, transaction, fetch type, lazy loading

When to activate: Kotlin testing, JUnit 5, Kotest, MockK, Testcontainers, coroutine testing, Spring test slices, runTest

When to activate: KPI, metrics, OKR, dashboard, leading indicator, lagging indicator, measurement framework, performance tracking, north…

When to activate: Next.js 14/15, App Router, Server Components, Route Handlers, metadata, caching, middleware, ISR

When to activate: PostgreSQL, JSONB, pg, psql, indexes, CTEs, window functions, partitioning, VACUUM, pg_stat, postgres