Modernizes legacy scripts (bash, Node, Python) by replacing deprecated APIs, adding error handling, converting callbacks to async/await, and improving maintainability.
Execute the MAD-based single-cell RNA-seq QC workflow (scripts + Python API) to filter low-quality cells and emit reports plus filtered AnnData files.
Seldon Core deployment skill for model serving, A/B testing, and canary deployments on Kubernetes.
Selenium WebDriver expertise for cross-browser automation and legacy system testing
Семантический воркфлоу для кода через Serena MCP - приоритет перед raw reads и grep. Используй для: изучи код, проиндексируй проект, найди символы, найди ссылки на символ,…
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Exploration symbolique du code avec Serena MCP. Utiliser pour naviguer dans le code par symboles (fonctions, classes, hooks), trouver des définitions, et comprendre l'arc — from…
Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect
Salesforce CLI (sf command) — auth, scratch orgs, sandboxes, deployments, metadata API, project structure, and package development
Extracts reusable skills from work sessions. Use when: (1) a non-obvious problem was solved worth preserving, (2) a pattern was discovered that would help future sessions, (3) a…
The intelligence layer for Claude skills — without Python. Maintains a trust-rated catalog (curated entries + live GitHub topic search via curl), identifies what fits your project…
Clean code, robust architecture, no test slop. Foundational skill for high-quality software engineering, code structure, and reviews.
Thorough code-quality audit of the Solarxy workspace. Reviews Rust idioms, wgpu + WGSL correctness, egui patterns, ratatui (where used), architecture, performance, safety,…
Expert skill for generating and consuming source maps for debugging compiled code
SOX Section 404 control testing skill with workpaper generation and deficiency classification
Aplica padrões de código Spatie + Laravel Pint para consistência. Use quando precisar verificar ou configurar code style, padrões de nomenclatura, ou formatação de código PHP.
Storybook 10 testing patterns with Vitest integration, ESM-only distribution, CSF3 typesafe factories, play() interaction tests, Chromatic TurboSnap visual regression, module…
Strategy robustness testing, scenario-based evaluation, vulnerability identification, and adaptation planning
Supabase CMS integration patterns, schema design, RLS policies, and content management for Astro websites.
Kolekce 5 workflow disciplín které vynucují strukturovaný přístup: Brainstorming, TDD, Debugging, Plánování s review gates, Decision Making.
Specialized skill for creating and debugging SystemVerilog assertions for FPGA verification
Test-Driven Development debug workflow combined with multi-agent collab-fix. Use when the user asks to "TDD debug", "reproduce and fix with a test", or wants a bug fixed with a…
TDD workflow for RTK filter development. Red-Green-Refactor with Rust idioms. Real fixtures, token savings assertions, snapshot tests with insta.
Use when you want to audit test suites for potential issues (declares candidate signals: flaky, orphan, trivial assertions).
Skill for correlating test results with analytical predictions and model validation
Use when a source file needs a corresponding test pair file created (generates skeleton test structure).
Cria testes com Pest PHP incluindo Feature, Unit, HTTP e Datasets. Use quando precisar escrever testes, criar test suites, ou implementar TDD em projetos Laravel com Pest.
End-to-end testing patterns with Playwright — page objects, AI agent testing, visual regression, accessibility testing with axe-core, and CI integration.
Integration and contract testing patterns — API endpoint tests, component integration, database testing, Pact contract verification, property-based testing, and Zod schema…
LLM and AI testing patterns — mock responses, evaluation with DeepEval/RAGAS, structured output validation, and agentic test patterns (generator, healer, planner).
Performance and load testing patterns — k6 load tests, Locust stress tests, pytest execution optimization (xdist parallel, plugins), test type classification, and performance…
Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking…
MUI theming system — createTheme, palette, typography, dark mode, component overrides, TypeScript augmentation, and design tokens
Enterprise architecture patterns following TOGAF ADM methodology. Implements capability-driven design, federated architecture, and technology-agnostic specifications.
Target Operating Model (TOM) Architect for enterprise transformation across any platform. TRIGGER when: user asks to design a Target Operating Model, TOM, operating model,…
Total Quality Management program development skill with culture assessment and deployment planning
AI-powered analysis of tumor clonal architecture, subclonal dynamics, and evolutionary trajectories from multi-region sequencing and longitudinal liquid biopsy data.
AI-powered intratumor heterogeneity analysis for clonal architecture reconstruction, subclonal evolution tracking, and therapy resistance prediction using multi-region and…
Refresh local-elections (общински избори) data — download ЦИК's csv.zip bundles + per-município HTML pages and rebuild data//.
Use when refactoring code for simplicity, removing duplication, or applying KISS/DRY/SOLID/YAGNI. Triggers on "refactor", "clean up code", "apply DRY".
Comprehensive skill for VA BDD (Vanessa Automation) testing of 1C:Enterprise configurations. Covers the complete workflow: configuration analysis, VA documentation lookup, test…
Creates and maintains a scripted, reproducible terminal-demo GIF for a CLI repo using a Charm VHS tape rendered headless via Docker.
Business war game orchestration skill for competitive response simulation and strategic testing
Xử lý từng GROUP một cách có hệ thống trong Whole Knowledge Architecture. Hỗ trợ expand, refine, và enrich nội dung từng nhóm khái niệm.
Explore and understand an existing codebase. Use when the user wants to understand the code, explore a project, discover an architecture, or before modifying existing code.
WordPress site migration and deployment using wp-migrate.sh. Use when migrating WordPress sites, syncing databases, managing backups, testing migrations, debugging migration…
Use when the user asks to write a technical doc, runs /writing:write-doc, or mentions drafting an architecture overview (AO), feature design, runbook, getting-started guide,…
Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA, 제로 스크립트 QA.
Stateful, phased test-rollout orchestrator for existing products. Writes context/foundation/test-plan.md, then drives each rollout phase through /10x-new → /10x-research →…
Generate optimized Vercel Edge Functions with geolocation, authentication, and data transformation — from engineering/cloud-platforms
Design rigorous A/B/n experiments — hypothesis, power analysis, MDE, randomisation unit, guardrails, decision criteria — and route to stats-reviewer for peer-review.
Drop in a 3-paragraph "what is this?" page for new users, per frontend framework; optionally collapses into the architecture page when both standards are enabled
Create a new Architecture Decision Record in .context/decisions/. Use when documenting an architectural decision.
Build a capability end-to-end — backend vertical slice (Contracts→handler→validator→endpoint) AND the React page wired to it.
SAM-style feature initiation workflow: discovery -> codebase analysis -> architecture spec -> task decomposition -> validation -> context manifest.
Adds support for a new MoE language model to PithTrain. Use when the user asks to "add support for model X", "implement model Y in pithtrain", "port model Z", or otherwise…
Add documentation for a new AI provider — usage docs, env vars, Docker config, image resources.
Scaffold a test for a react-native-css feature following the project's testing conventions.
Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank.
Create a new Architecture Decision Record with sequential numbering and AgentDB registration