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…
Understand what SKMTC is, how its engine works, and the architectural invariants — for agents building or extending infrastructure *around* SKMTC rather than authoring generators…
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
Reference-sweep migration workflow for the DevForgeAI dual-path codebase. Replaces every occurrence of a `from_pattern` with a `to_pattern` across a defined corpus via 4-layer…
มาตรฐานการพัฒนาซอฟต์แวร์ของทีม SSD: React/TypeScript, .NET Core, Python, Git — ใช้เมื่อเขียนโค้ด, review, refactor, ตั้งค่าโปรเจค, หรือถามเรื่อง conventions ของ Smile Solution…
MUI server-side rendering with Next.js — App Router, Pages Router, RSC compatibility, Emotion cache, and Pigment CSS
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
Stress-test plans, proposals, and strategies. Use for pre-mortems, assumption audits, risk registers, evaluating business ideas, identifying failure modes, or when you need…
为当前项目创建 SudoBoard 数据看板（可视化数据面板/电视大屏）：帮用户配置数据源、编写页面展示模板（JSX）、在本地生成高保真 HTML 预览并打开浏览器迭代，确认后一键部署——同步到 SudoBoard App（局域网设备）或直接部署到 Cloudflare（带后端、无需任何 App）。当用户想为项目做可视化面板、数据大屏、电视看板，或提到…
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
Implement caching with the Symfony Cache component; configure pools, use tags for invalidation, prevent stampede
Async message handling with Symfony Messenger; configure transports (RabbitMQ, Redis, Doctrine); implement handlers, middleware, and retry strategies
Use after layer analysis is complete to validate architecture documentation and generate a strategic rebuild plan focused on re-use decisions
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.
Apply RED-GREEN-REFACTOR with Pest v4 (PHP 8.3+) for Symfony via the PHPUnit bridge; Foundry factories, WebTestCase, verify failures first
Apply RED-GREEN-REFACTOR with PHPUnit 10/11 for Symfony; KernelTestCase/WebTestCase, attributes (#[Test]/#[DataProvider]), Foundry
Long-running autonomous development orchestration for 12+ hour runs. Trigger when user asks to: build/refactor/fix software end-to-end, run autonomously, execute a dependency…
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…
Make AI text undetectable. TypeScript CLI that scans ChatGPT, Claude, OpenClaw output for patterns flagged by GPTZero, Turnitin, Originality.ai, then auto-fixes them to pass as…
Refresh local-elections (общински избори) data — download ЦИК's csv.zip bundles + per-município HTML pages and rebuild data//.
(project) Use when refreshing install tasks in playbooks/roles/ against upstream docs — bumping a pinned version, adopting a newly recommended install method, repointing a doc…
(project) Use when upgrading install tasks in playbooks/roles/ against upstream docs — bumping a pinned version, adopting a newly recommended install method, repointing a doc link…
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.
Vertical Slice Architecture (VSA) 向け UI 強化スキル。 Phase 1（spec-kit + カタログ）で生成されたプレーンな .razor ファイルを、 Phase 2 で MudBlazor ベースのリッチな UI に変換する。 アーキテクチャには一切手を触れず、UI だけを強化する。
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.
Windows release workflow — picks the version, writes user-facing release notes from git history, triggers the windows-release.yml GitHub Action to build/sign/publish both…
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,…
Independent review of the diff. Spawns xp-code-reviewer for correctness, drift, debt, reuse/quality, prose hygiene.
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.