Diagnose MSBuild build performance bottlenecks using binary log analysis. Only activate in MSBuild/.NET build context.
Execute complete build pipeline with dead code detection, formatting, linting, type checking, testing, and production build.
Execute complete build pipeline with dead code detection, formatting, linting, type checking, testing, and production build.
Compose prompts, plugins, memory, planners, and connectors into repeatable Python, .NET, or Java agent workflows with Microsoft Semantic Kernel.
Use Strands Agents to assemble model-agnostic Python or TypeScript agent harnesses with tools, MCP, guardrails, tracing, streaming, and provider swaps.
Build a local-first Python agent service with typed tools, exact model capability checks, evaluation fixtures, and safe promotion gates.
Implements pip-installable Python libraries from scratch using src layout, pyproject.toml, and pytest.
Build or modify idiomatic Python projects using uv, explicit package layout, typed configuration, focused tests, Ruff, mypy, and repo-local validation without overriding…
Inspect, plan, implement, and verify polished product UI in server-rendered Ruby on Rails applications that use Action View, Hotwire Turbo, and Stimulus.
Use assistant-ui to build production React chat interfaces with reusable threads, runtimes, message components, and model/provider adapters.
Scaffolds production-grade React/Next.js components with proper props typing, server vs client component boundaries, and composition; used when building or restructuring UI…
Builds realtime push channels over WebSocket/SSE — auth-on-connect, heartbeat/zombie eviction, topic subscribe/publish with per-topic authz and presence, sequence-numbered resume…
Execute build/test commands and return structured summaries. Use for Maven, Node, or Python builds during dependency remediation.
Build Algorand smart contracts using Algorand TypeScript (PuyaTs) or Algorand Python (PuyaPy). Use when creating new smart contracts from scratch, adding features or methods to…
Use when when you need to validate that a development build release workflow (such as dev_build_release.yml for a mass spectrometry data processing project) executes without…
Route broad or ambiguous Swift and Apple-platform work across the Build Swift Apps skill pack. Use before choosing among adjacent iOS, macOS, SwiftUI, Xcode, simulator, App Store…
Build or refactor a Swift package API on top of SwiftASB without leaking raw app-server wire models, while keeping live Codex probes opt-in, isolated, timeout-bounded, and…
Build or refactor a SwiftUI app feature on top of SwiftASB using framework-owned SwiftUI state, SwiftASB thread and turn handles, observable companions, clear runtime diagnostics,…
Reference for build system philosophy (task-based vs. artifact-based, module granularity) and dependency management theory (semantic versioning's real limitations, diamond…
Implement an approved plan with test-driven development, direct or subagent- driven execution, focused verification, and the repository guardrail suite.
Connect coding agents to Xcode build, test, simulator, and project-inspection tools through XcodeBuildMCP's MCP server or CLI.
Use pgrx when an agent needs the Rust-native extension lifecycle for PostgreSQL, including local builds, test runs, and packaging across PostgreSQL versions.
Automatically builds and tests code changes. Use whenever code is modified, tests fail, before creating pull requests, or when verifying code quality.
Build a SaaS web application using the Fireact framework (Firebase + React + TypeScript + Stripe). Triggers on "build a web app", "create a SaaS app", "scaffold SaaS application",…
Use when you want to create a new web view for the user. Covers scaffolding a new FastAPI service (canonical path) and the escape hatch for wrapping a pre-existing third-party…
Create your LLMOps data engineering skill in one prompt, then learn to improve it throughout the chapter — from diegosouzapw/awesome-omni-skill
CAD modeling with build123d Python library. Use when creating 3D models, exporting to GLB/STEP/STL, or doing boolean operations (union, difference, intersection).
Use when creating, fixing, or optimizing a 3D model for a website: procedurally authoring a model in Blender via Python/headless (bpy), exporting glTF/GLB (Draco, Meshopt, KTX2),…
Build an automated system to track adversary infrastructure using passive DNS, certificate transparency, WHOIS — from mahipal
Expert at creating and modifying Claude Code agents (subagents). Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize agents, or — from…
Expert at creating and modifying Claude Code agents (subagents). Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize agents, or — from…
Core concepts for goal-driven agents - architecture, node types, tool discovery, and workflow overview.
Best practices, patterns, and examples for building goal-driven agents. Includes pause/resume architecture, hybrid workflows, anti-patterns, and handoff to testing.
Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities.
Use when building the Nango monorepo or verifying TypeScript compilation - covers build commands, project references, common tsc errors, and package dependency order
Builds, tests, and archives Swift packages and Xcode projects for Apple platforms. Use when running xcodebuild, swift build, or swift test commands, discovering schemes and…
Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.
Build and configure a resilient command-and-control infrastructure using BishopFox's Sliver C2 framework with
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded — from…
Constructs secure, efficient CI/CD pipelines with supply chain security (SLSA), monorepo optimization, caching strategies, and parallelization patterns for GitHub Actions, GitLab…
Build professional command-line interfaces in Python, Go, and Rust using modern frameworks like Typer, Cobra, and clap.
Build and modify EdgeSpark apps. Use when a project has edgespark.toml, the user mentions EdgeSpark, or work involves the edgespark CLI, server SDK types, storage/auth/database…
Execute use when constructing GitOps workflows using ArgoCD or Flux. Trigger with phrases like "create GitOps workflow", "setup ArgoCD", "configure Flux", or "automate Kubernetes…
Build production-ready GraphQL servers with schema design, resolvers, and subscriptions. Use when building GraphQL APIs with schemas and resolvers.
Establish SAML 2.0 identity federation between on-premises Active Directory and Azure AD (Microsoft Entra ID)
Expert guidance for building Logseq plugins compatible with the new DB architecture. Auto-invokes when users want to create Logseq plugins, work with the Logseq Plugin API, extend…
Builds remote MCP (Model Context Protocol) servers on Cloudflare Workers with tools, OAuth authentication, and production deployment.
Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Build Next.js 16 applications with correct patterns and distinctive design. Use when creating pages, layouts, dynamic routes, upgrading from Next.js 15, or implementing proxy.ts.
Expert at creating and managing Claude Code plugins that bundle agents, skills, commands, and hooks into cohesive packages.
Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns.
Structures systematic trading strategy development with signal generation, backtesting, and validation.
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
Expert at creating and modifying Claude Code skills. Auto-invokes when the user wants to create, update, modify, enhance, validate, or standardize skills, or when modifying skill…
Use when creating static websites with Next.js static export - covers YAML-based content, image optimization, form handling, SEO, and deployment to GitHub Pages/Netlify/Vercel
Writes correct, version-aware Telegram bot code. Use when writing, extending, or debugging a Telegram bot in python-telegram-bot, aiogram, grammY, or Telegraf.
Build scalable WebSocket servers for real-time bidirectional communication. Use when enabling real-time bidirectional communication.