Guide the user to generate an initial llms.txt for a repository using llms-txt-php-cli, choosing sensible defaults and verifying output.
Validate an existing llms.txt with llms-txt-php-cli and guide the user through fixing validation errors.
Go language expertise for idiomatic, production-quality code. Use for Go development, concurrency patterns with goroutines and channels, error handling, testing, and module…
Inspect signing, entitlements, hardened runtime, and Gatekeeper issues for macOS apps. Use when asked to diagnose code signing failures, missing entitlements, sandbox pro — from…
Structures trust administration with distribution analysis, tax reporting, and beneficiary communication.
Generate Python module dependency graphs so refactors and package splits start from an actual import map instead of guesswork.
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 +…
Fill a branded PowerPoint template from a Markdown artifact — turn this into slides, build a slide deck or presentation, produce a branded .pptx.
Use when you have R Spectra objects and need to apply Python-only MS algorithms (e.
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,…
Build native Python wheels with maturin (PyO3) embedding a Rust binary + ONNX Runtime static library, across manylinux, macOS universal2, and Windows MSVC.
Create professional, consultant-grade PowerPoint presentations from scratch using python-pptx with McKinsey-style design.
Create MCP servers using the C# SDK and .NET project templates. Covers scaffolding, tool/prompt/resource implementation, and transport configuration for stdio and HTTP.
Run and debug C# MCP servers locally. Covers IDE configuration, MCP Inspector testing, GitHub Copilot Agent Mode integration, logging setup, and troubleshooting.
Publish and deploy C# MCP servers. Covers NuGet packaging for stdio servers, Docker containerization for HTTP servers, Azure Container Apps and App Service deployment, and…
Test C# MCP servers at multiple levels: unit tests for individual tools and integration tests using the MCP client SDK.
Create, edit, and manipulate Word documents (.docx) programmatically. Use when someone asks to "generate a Word document", "create a report in docx", "mail merge", "fill Word…
Migrate Java application configuration files between frameworks. Use when updating application.properties, application.yml, XML configs, or other framework-specific configuration.
Migrate Java project dependencies from one framework to another. Use when updating pom.xml, build.gradle, or equivalent build files for a framework migration.
Review a database migration (SQL, golang-migrate, goose, Flyway, etc.) for safety, reversibility, zero-downtime correctness.
mise.toml configuration structure, config file hierarchy, environment variable setup, and idiomatic version file integration.
Use when configuring Model Builder in Salesforce to register external LLMs or select standard models for Agentforce and Einstein features.
Interactive viewer for microscopy. Displays 2D/3D/4D arrays as Image, Labels, Points, Shapes, Tracks layers; supports annotation, plugin analysis, headless screenshots.
Rozwija aplikacje desktopowe z użyciem NativePHP Desktop v2. Aktywuje się przy pracy z oknami (Window), paskiem menu (MenuBar), menu aplikacji (Menu), powiadomieniami, dialogami,…
Use when a task needs a real browser — navigating JavaScript-heavy sites, interacting with logged-in accounts, clicking/typing/filling forms, taking screenshots, inspecting…
Comprehensive guide to using the official Neo4j Java Driver (v6, current stable) — covering
Comprehensive guide to using the official Neo4j JavaScript/TypeScript Driver (v6) — covering
Comprehensive guide to using the official Neo4j Python Driver (v6, current stable) — covering
NetBird creates encrypted WireGuard-based overlay networks with SSO, MFA, and granular access controls.
Runs the NEUS trust autopilot before sensitive assistant actions — load session context, reuse trust receipts, guide missing checks, connect Trusted Agent context, and protect…
Set up reproducible dev environments via devbox (Nix-backed) or pure Nix flakes. Templates for MoonBit, Rust, TypeScript+pnpm, Python+uv, Haskell, OCaml, OxCaml preloaded with…
Extract text from PDFs and scanned documents. Use web_extract for remote URLs, pymupdf for local text-based PDFs, marker-pdf for OCR/scanned docs.
Build typed data visualizations in TypeScript. Use when the user wants TypeScript visualization code, typed data models, browser visualization components, UML-like diagra — from…
Build Java/Gradle OPIS projects. Use when compiling Java code, creating JAR files, running Gradle tasks, or troubleshooting build issues.
Turn a user goal into a planned multi-agent task DAG, execute independent tasks in parallel, and trace the run from a TypeScript backend.
Route OS Abyss ABI, provenance, signatures, SBOM, SLSA/in-toto, Sigstore/Cosign, C2PA, TUF, SCITT, durable evidence, drift, producer profiles, and trust-gate work through existing…
Access Our World In Data's published datasets using the owid-catalog Python library. Provides a unified Python API for searching and fetching chart data, catalog tables, and…
Automated Python-to-Rust migration via iterative convergence loops. Treats the Python codebase as the living specification and produces a fully-tested Rust equivalent with…
「Parse, don't validate」原則に基づくコードレビューと設計支援。validateパターン（チェックして結果を捨てる） をparseパターン（チェック結果を型で保持）に変換し、型システムで不変式を強制する設計を促進する。 コードレビュー、新規実装、リファクタリング時にvalidation関数の改善が必要な場合に使用。 対象言語:…
pdfme is an open-source TypeScript and React library for generating PDFs programmatically. It includes a WYSIWYG template designer, PDF viewer, and CLI tools for validation and…
pdfplumber is a Python library for extracting detailed information from PDFs — text, tables, lines, rectangles, and curves — with visual debugging support.
ACTIVATE when writing PHP classes, DTOs, or value objects in a PHP 8.2+ project. Covers: mandatory readonly class usage (class-level, not per-property).
ACTIVATE when writing PHP class constants in a PHP 8.3+ project. Covers: mandatory typed class constants and default visibility.
PHP Web 全链路白盒代码安全审计流水线（多文件版编排）。作为总编排参考，按 Sink 类型调用各子审计 skill（`php-route-mapper/php-auth-audit/php-route-tracer/php-*-audit`），并复用统一输出与分级标准。
Write PHP following best practices, PSR standards, and code quality guidelines. Use when writing PHP following PSR standards, SOLID principles, or improving code quality.
Writes or edits PHP code — controllers, classes, type hints, SOLID refactors, modern idioms — even without naming PHP.
Use when composer package management and PSR-4 autoloading including dependency management, autoload strategies, package creation, version constraints, and patterns for modern PHP…
Use when debugging PHP with Xdebug — breakpoints, step-through, dual-container setup, IDE configuration, header-based routing — even when the user just says 'why does this blow up…
Expert guidance for PHP 8+ development with SOLID principles, PSR standards, and modern best practices
Invoke BEFORE writing phpDoc. Provides Nette conventions for docblocks: when to skip documentation, class/method/property/exception docs, generic array types (array, list),…
Enforces PHP documentation standards for PHPStorm IDE support. Apply when writing or reviewing PHP classes, methods, docblocks, type hints, or magic property annotations.
Orientation map of the PHP framework ecosystem — NOT deep expertise. Use to know WHICH tool fits and WHERE to route: standalone Symfony components (Console, Process,…
Usa este agente para escribir código PHP idiomático y de calidad en FacturaScripts: patrones PHP 8.0+ específicos del framework (Closures para extensiones, traits de modelos,…
PHP 源码文件操作类漏洞审计。当在 PHP 白盒审计中需要检测文件相关漏洞时触发。 覆盖 5 类文件风险: 任意文件上传(类型绕过/路径穿越/二次渲染)、任意文件读取(include/fread/路径穿越)、 任意文件写入(日志注入/配置覆盖)、文件系统竞争(TOCTOU/符号链接)、归档提取漏洞(Zip Slip)。 需要…
PHP 框架特定安全审计。当在 PHP 白盒审计中已识别目标使用特定框架、 需要检查框架特有安全机制和常见配置缺陷时触发。 覆盖 6 大框架: Laravel(Mass Assignment/Blade XSS/CSRF 例外)、 ThinkPHP(RCE 历史漏洞/路由注入/缓存写入)、WordPress(插件漏洞/权限钩子/nonce 验证)、…
Use when building framework-agnostic HTTP code in PHP — PSR-7 messages, PSR-15 middleware pipelines, PSR-17 factories, PSR-18 HTTP clients.
Use when writing or reviewing modern PHP (8.1–8.5) outside a framework — property hooks, asymmetric visibility, the pipe operator, native attributes, enums, readonly, lazy…
Use when modernizing PHP code: PHP 8.1-8.5 features, PSR/PHP-FIG/PER-CS compliance, PHPStan/Rector/PHP-CS-Fixer/PHPat tooling, DTOs/enums/readonly/property hooks, type safety.
Modernizes PHP codebases to PHP 8.4+ standards with framework-specific optimizations. Scans projects to identify and fix overengineered code, complex conditionals, outdated…