Structures interest rate hedging with swap, cap, and collar analysis and hedge accounting documentation.
Structures bank interest rate risk analysis with EVE, NII sensitivity, and gap analysis. Use when managing bank IRR, modeling NII sensitivity, or analyzing repricing gaps.
Structures internal audit planning and execution with risk assessment, testing, and findings documentation.
Structures liquidity risk management with cash flow projections, stress testing, and contingency planning.
Guide for mobile-specific consent management covering Apple ATT framework for iOS, Android permission model, in-app consent flows, SDK consent propagation to third-party…
Structures model validation with independent testing, limitation documentation, and ongoing monitoring.
Structures payment regulatory compliance with PCI-DSS, money transmitter licensing, and BSA requirements.
Tracks proficiency testing results with remediation for unacceptable performance. Use when managing PT programs, analyzing PT results, or documenting corrective actions for PT…
Railway platform CLI for service deployment, infrastructure management, and debugging. Use for creating services, managing deployments, configuring networking, and reviewing logs.
Enforces strict guidelines for creating, modifying, and refactoring reproducible recipes under the `agy-recipes/` folder.
Expert at managing GitHub issue relationships including parent/sub-issues, blocking dependencies, and tracking links using the GraphQL API.
Create and validate component snapshots for UI regression testing. Use when performing specialized testing.
Structures SOX compliance with control documentation, testing, and deficiency evaluation. Use when managing SOX compliance, testing internal controls, or evaluating control…
Structures manual muscle testing and dynamometry with grading and functional correlation. Use when testing muscle strength, grading MMT, or documenting strength assessment.
Supabase CLI for database management, Edge Functions, migrations, and local development. Use for managing Postgres databases, deploying serverless functions, and debugging…
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs.
Test provision and manage isolated test environments with configuration and data. Use when performing specialized testing.
テストワークフローパターン：E2Eテスト生成、テストオーケストレーション。 自動テストのためのテンプレートとプロセスを提供。 トリガー: testing, E2E, end-to-end, playwright, test runner, テストオーケストレーション。
Structures trust administration with distribution analysis, tax reporting, and beneficiary communication.
Vercel platform CLI for frontend deployments, serverless functions, and edge network management. Use for deploying applications, managing domains, environment variables, and…
Structures vestibular assessment with positional testing and customized exercise programs. Use when evaluating vestibular disorders, performing Dix-Hallpike testing, or designing…
Use when working with Webdriverio — webdriverIO test automation management and analysis. Covers test suite configuration, service integration, browser and mobile testing, Allure…
Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control
Render manim videos with correct CLI flags, dependency checks, and bounded retry strategy.
Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation…
Use when the partner asks for manual frontend QA, hand-testing, or step-by-step UI verification, or when you finish a frontend change and want to offer manual verification…
Import manual or host-provided design content from Confluence, Jira, HTML, PDF, Markdown, YAML, or OpenAPI into AgentSpec as a candidate snapshot through the core CLI.
Generates a manual test plan, QA plan, test scenarios, testing checklist, or guidance on how to test changes. Works from branch diffs, stories, specs, or requirements.
Скилл агента-тестировщика для workflow-ai. Проводит ручное и полуавтоматическое тестирование веб-приложений и desktop-приложений (VSCode-расширения, Electron и др.) через браузер…
Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and submission-readiness checks.
Generate Python module dependency graphs so refactors and package splits start from an actual import map instead of guesswork.
重构 workflow。用于模块拆分、迁移、rename、baseline+regression 验证。 触发词：refactor, 重构, 拆分, 迁移, extract, rename module, map-refactor. Requires MAP .review/ infrastructure. Merge gate enabled.
Use FIRST, before hunting any bug — write down the system's trust model (who can reach what, which callers are already trusted, what the deployment model is).
Rust OpenTelemetry style for Maple: opentelemetry + opentelemetry_sdk + opentelemetry-otlp HTTP exporter, tracing-opentelemetry bridge for the tracing crate, inline endpoint +…
Reference-only: MapLibre GL JS is installed via npm as maplibre-gl v5 and react-map-gl v8. Additional GIS libs: pmtiles, osmtogeojson, swr, @turf/turf. NOT a callable tool.
Maps between clinical terminologies (ICD-10, SNOMED CT, LOINC, RxNorm) with semantic equivalence validation.
Use when complex systems need visual documentation, mapping component relationships and dependencies, creating hierarchies or taxonomies, documenting process flows or decision…
Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment.
Expert guidance for creating and working with marimo notebooks - reactive Python notebooks that can be executed as scripts and deployed as apps.
AI-driven Flutter E2E testing via VM Service CLI. Control running Flutter apps in debug mode for smoke tests, regression checks, exploratory testing, and UI automation.
markdownify is a Python library that converts HTML content to clean Markdown text. It supports tag filtering, heading styles, custom converters, and code language detection,…
Design and manage market data infrastructure — real-time and delayed feeds, Level 1/2/3 depth, consolidated tape vs direct feeds, vendor selection, licensing, and distribution…
Workflow for publishing skills and agents to the dotnet-skills Claude Code marketplace. Covers adding new content, updating plugin.json, validation, and release tagging.
MarkItDown is a Python utility by Microsoft that converts PDF, Word, PowerPoint, Excel, images, audio, HTML, and other files into Markdown for LLM consumption.
When the user wants to design, optimize, or audit masonry (Pinterest-style) layouts for content display.
Skill master per la sessione. Contiene istruzioni generali e fa git pull all'avvio per aggiornare tutti gli skill. Utilizza gli altri skill quando relevanti.
Mastra Deployment and Server guide - server adapters, authentication, middleware, client SDK, cloud providers, and production deployment
Mastra is an open-source TypeScript framework for building AI-powered applications and agents. Created by the team behind Gatsby, it provides model routing across 40+ providers,…
Use when implementing player matchmaking, skill-based match selection, lobby systems, queue management, or rank-based grouping.
A modular Python framework for building and analyzing atomic structures with CLI tools for materials modelling.
Measurement techniques for identifying composition, microstructure, and properties of engineering materials — optical and electron microscopy, x-ray diffraction, EDS and WDS…
Verify MaterialTrace tickets against source-of-truth behavior and acceptance criteria. Use for test planning, regression checks, acceptance evidence, bug review, completion…
Use when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…
Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.
Best practices for Matplotlib data visualization, plotting, and creating publication-quality figures in Python
Build native Python wheels with maturin (PyO3) embedding a Rust binary + ONNX Runtime static library, across manylinux, macOS universal2, and Windows MSVC.
End-to-end workflow for building, deploying, inspecting, and debugging .NET MAUI and MAUI Blazor Hybrid apps as an AI agent.
Add MAUI DevFlow to a .NET MAUI project with agent package references, MauiProgram.cs registration, Blazor WebView support, GTK variants, Central Package Management guidance, and…
Performance optimization guidance for .NET MAUI apps covering profiling, compiled bindings, layout efficiency, image optimization, resource dictionaries, startup time, trimming,…
.NET MAUI safe area and edge-to-edge layout guidance for .NET 10+. Covers the new SafeAreaEdges property, SafeAreaRegions enum, per-edge control, keyboard avoidance, Blazor Hybrid…