skillry

Agent workflow design, governance, prompt systems, RAG/vector search, LLM evaluation, and MCP gatekeeping.

API/interface design, backend review, auth/session, integration boundaries, error handling, and Python project review.

Cloud and infrastructure: Infrastructure-as-Code (Terraform), containers (Docker/Compose), Kubernetes, cloud provider services, networking/secrets, and deploy topology — distinct from CI/CD pipeline review.

Repo diagnostics, architecture review, implementation planning, refactor safety, release readiness, and project bootstrap.

Data and ML engineering: data pipelines, ETL/ELT, data quality & validation, feature engineering, notebook hygiene, model training/serving, experiment tracking, and dataset versioning.

Prisma, Postgres/Supabase, migrations, seeds/fixtures, query performance, and RLS/edge functions.

CI/CD, build & typecheck, deployment preflight, release notes, and handoff readiness.

Technical documentation: README/architecture docs, API reference, changelogs, tutorials, runbooks, doc-site structure, and docx/pdf/markdown authoring quality.

UI consistency, web/design-system review, accessibility, dashboards, landing pages, responsive layout, i18n parity, Next.js RSC, and shadcn/ui.

Game architecture, gameplay systems, game UI/UX, performance, prototypes, engine triage, and browser-game stacks (Phaser, Three.js, PixiJS).

Mobile app review, iOS HIG, Android Material, and desktop launcher review.

Domain specialists: WordPress/WooCommerce, e-commerce, NFC/linktree, local LLM runtime, Chrome extensions, maps/geo, print design, analytics, SEO, cost control, observability, and monorepo.

Performance and cost engineering: profiling, frontend/runtime/query performance budgets, caching, bundle size, plus LLM/API token and cloud cost control.

Spec/markdown generation, execution prompts, requirements, market research, business model, pricing, technical writing, and ADRs.

Local-first apps, runtime diagnostics, startup/health gates, launchers, and log bundles.

Secrets, AI/prompt-injection, authz/permissions, dependency supply chain, env hardening, and Electron app security.

Skill librarian, deduplication, skill-to-agent routing, installation audit, and path hygiene.

Smoke test & repair, Playwright E2E, regression scope, API test suites, visual regression, and UAT acceptance.