Правила написания и ревью JavaScript и TypeScript-кода в лаконичном прагматичном стиле.
Documents TypeScript code with JSDoc comments, generates API documentation, and creates type-safe documentation.
Quick-reference for USING the JuMinuit.jl Julia package (a native-Julia Minuit2 port with an iminuit / IMinuit.jl-style API) to minimize a χ²/likelihood and analyze fit errors.
Use when when building reproducible Python-based computational workflows that must serve both beginner and expert users; when the analysis requires interactive parameter tuning,…
Use when accessing a Keboola-managed Git (Forgejo) repo for a python-js data app via the kbagent CLI — provisioning the repo, finding its repo_url, minting a git_clone_url / push…
Use when Codex writes, refactors, reviews, or designs non-Android JVM Kotlin/Java code. Keywords and triggers: Kotlin, Java, JVM, API design, architecture boundaries, module…
Kotlin/Spring Boot patterns for Orca service - use when implementing backend features, writing services, repositories, or controllers
Labor Antitrust No-Poach global: Fachmodul für großes Kartellrecht mit BKartA, DG Competition, FTC/DOJ und internationalen Behörden; prüft No-Poach, Wage-Fixing, HR-Benchmarking…
The C# / .NET ecosystem pack — the exact build, test, lint, format and dependency commands, plus the idioms, that the csharp-developer agent uses.
Foundational C# patterns covering LINQ, async/await, nullable types, records, and pattern matching. Use when writing C# code or needing guidance on C# features.
The Java ecosystem pack — the exact build, test, lint, format and dependency commands, plus the idioms, that the java-developer agent uses.
Foundational Java patterns covering core syntax, object-oriented programming, generics, collections, streams, lambdas, and modern Java features.
Foundational Python patterns covering core syntax, idioms, type hints, testing, and modern tooling. Use when writing Python code, understanding Pythonic patterns, working with…
Foundational Rust patterns covering core syntax, traits, generics, lifetimes, and common idioms. Use when writing Rust code, understanding ownership basics, working with…
Rust documentation practices for HASH codebase. Use when writing doc comments, documenting functions/types/traits/modules, creating error sections, using intra-doc links — from…
Profile and debug Rust code using valgrind and callgrind with nextest integration. Use when debugging crashes, segfaults, memory errors, analyzing instruction counts, cache…
Foundational TypeScript patterns covering types, interfaces, generics, utility types, and common idioms.
Expert guidance for LangGraph Python library. Build stateful, multi-actor applications with LLMs using nodes, edges, and state management.
Expert guidance for LangGraph Python library. Build stateful, multi-actor applications with LLMs using nodes, edges, and state management.
Go idioms, error handling, concurrency, and standard library usage. Auto-load when working with .go files, go.mod, go.sum, or when the user mentions Go, Golang, goroutines,…
Use when maintaining legacy PHP/LAMP applications with include files, sessions, mixed HTML/PHP pages, direct SQL, globals, form posts, or shared hosting constraints.
Run a senior-level Java/Spring backend live-coding interview practice, guiding the user with Socratic prompts, strict code review (readability, edge cases, data structure — from…
Use the CLI info command to summarize what llms-txt-php-cli detects/configures for the current repository.
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…
Extend or repair the Python Template repository while keeping its catalog, Copier questions, templates, generated references, and tests synchronized.
Ensures proper Python dependency management, avoiding global `pip install` and adhering to project-specific tooling.
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.
Design or audit a two-sided marketplace trust operating system across participant and listing policy, content or commerce risk, moderation and fraud-review queues, temporary…
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…
Use when bootstrapping a new Python repo, project, CLI, package, script, or uv project from py-launch-blueprint.
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…
Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs.