Test-first bug investigation workflow. Use when user reports a bug, error, unexpected behavior, mentions "something is broken", "doesn't work", or "regression".
Pinpoint bug locations using stack traces, error logs, code flow analysis, spectrum-based fault localization, and bisection techniques. Use when debugging.
Diagnose errors and failing tests in Laravel + React + Python applications. Use when encountering bugs, exceptions, stack traces, 500 errors, TypeErrors, failing tests, or…
Systematisches 6-Phasen Debugging-Protokoll. Strukturiertes Vorgehen bei Bugs mit Schnell-Checks, isoliertem Testen, 20-Minuten-Regel und Bug-Report-Template.
Discover edge cases and test coverage gaps through systematic analysis. Use when analysing test coverage, finding bugs, hunting for edge cases, or when code-reviewer identifies…
Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSockets, Laserstream), eve — from…
Interactive tutorial that walks the user through designing, writing, testing, and distributing their own Skill for Claude.
Build acceleration skill for C/C++ projects. Use when reducing compilation times with ccache, sccache, distcc, unity builds, precompiled headers, split DWARF, or IWYU.
Build the Archicad add-on (.apx) — single-version Debug via the generate_project_NN.bat + Visual Studio/msbuild route, or the CI-style all-versions Release build through…
Splits one big Claude task or automation into a set of focused AI Matrx agents that work on the person's own AI Matrx tables, then builds and test-runs each one.
Uses the WordPress wp-rest-api skill to help an agent design, register, validate, and troubleshoot custom REST routes without skipping schema, auth, or permission_callback…
Build and deploy this Next.js LangChain retrieval agent application with Supabase vector store. Use when building, deploying, setting up vector store, or preparing the project for…
Build commands, build order, TypeScript configuration, and CDK deployment. Use when building packages, troubleshooting build issues, or deploying stacks.
Author, validate, test, and troubleshoot Copilot Studio agents through YAML-driven commands instead of clicking through the product UI.
Implements features in vertical slices, always starting with homepage. Enforces anti-placeholder rules — no lorem ipsum, no TODO stubs, no gray boxes.
Use mid-cycle on any multi-stakeholder deal — map the buying committee, multi-thread across it, develop a real champion (power + self-interest), TEST them, and reach the economic…
Build or refactor an AppKit app feature on top of SwiftASB using explicit application, window, document, thread, and turn ownership with main-actor UI updates and clear runtime…
Build or review audit trails in TypeScript/JavaScript apps using evlog (pipelines, typed actions, denials, retention, compliance-style reviews).
Scaffold, build, and run MCP servers from a predictable Python project layout with tools, prompts, resources, auth, and OpenTelemetry hooks.
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.
Mehrstufige CI/CD-Pipelines mit GitHub Actions entwerfen und implementieren — mit Matrix-Builds, Dependency-Caching, Artefaktverwaltung und Secret-Behandlung.
AI multi-path reasoning coherence using bee democracy — independent evaluation of competing approaches, waggle dance as reasoning-out-loud, quorum sensing for confidence…
Build Rust code with proper error handling and optimization for development, testing, and production.
Engineering excellence for builders. Use when: writing code, making technical decisions, refactoring, reviewing, completing implementation work.
Use when building professional installers for desktop applications - covers macOS DMG with app bundles, Windows MSI with WiX, Linux DEB packages, GitHub Actions automation, and…
Build or modify idiomatic C# .NET projects using nullable-aware APIs, records/classes, async/task behavior, analyzer conventions, tests, and repo-local validation.
Builds production data grids that stay fast and accessible at 10k–1M+ rows — decide server-side vs client-side sort/filter/paginate by the dataset-fits-in-memory test (client only…
Use when writing, reviewing, or changing build scripts, CI workflows, deploy pipelines, repo setup, or evaluating a new tool/dependency
Use Inngest AgentKit to build TypeScript agent networks with deterministic routing, shared state, MCP tools, and local tracing.
Build a local-first F# or C# Semantic Kernel agent service with explicit tools, model capability checks, evaluation fixtures, and draft-before-write promotion.
Deliberate TDD-first, design-heavy workflow for building an Elixir/Phoenix change end-to-end — surface rival designs, pick one, drive red→green, keep the test suite lean.
Compose coding-agent primitives in Rust, including tool execution, LLM streaming, sub-agent orchestration, memory, and MCP support, as an embeddable application workflow.
Expert build engineer specializing in build system optimization, compilation strategies, and developer productivity.
Use JetBrains Koog to define typed, fault-tolerant AI agents that run inside JVM, Kotlin, backend, mobile, or browser contexts.
Use LlamaAgents to define async Python workflow steps, coordinate document-centric agent pipelines, and expose those workflows as services, clients, or deployable agent apps.
Svelte-first frontend experience engineering. Use when building interactive experiences: animations, 3D/WebGL, scrollytelling, data visualization, or any visual/interactive work.
Systematically investigate and fix build errors, TypeScript errors, or test failures with minimal diffs.
빌드 오류 자동 수정 워크플로우. 컴파일 에러, 타입 에러, 누락된 import, 빌드 설정 문제를 진단하고 수정합니다. Use when build fails and quick targeted fixes are needed without broader refactoring.
Fix broken builds, type errors, or test failures with the smallest safe diff — no opportunistic refactors, no cleanup, no unrelated changes.
Design, implement, backfill, audit, and release in-game changelogs with contiguous versioning, deployment provenance, menu-state navigation, accessible toggle, close, and Escape…
Build or repair game inventory, loot, equipment, tooltips, drag-and-drop, persistence, and progression systems.
Build Hermes Agent skills, Python plugins, specialized providers, messaging adapters, memory and context engines, secret sources, desktop or dashboard extensions, MCP…
Building Capsem VM images with capsem-builder. Use when working with guest image configuration, Dockerfiles, kernel builds, rootfs builds, the builder CLI, or guest config TOML…
Compile a PAM control's iOS Obj-C/Swift module into the FLAT device-slice `.framework` for a `.ppmplugin` bundle (never an `.xcframework` — the wrap CI won't descend into one).
Build or extend a playable isometric action RPG in Three.js, React, or similar web technology. Use for game-loop architecture, camera and movement, zones, combat integration,…
Use Atmosphere to build JVM agent gateways that stream over WebSocket, SSE, gRPC, WebTransport, MCP, A2A, and AG-UI with governance hooks.
Implement and maintain idiomatic Java backend services, including package structure, records, sealed types, nullability, optionals, exceptions, concurrency, dependency boundaries,…
Build a local-first Java or Kotlin Google ADK agent service with explicit tools, model capability checks, evaluation fixtures, and draft-before-write promotion.
JVM runtime analysis. Use when: profiling JVM performance, tuning GC, debugging memory leaks, finding dead code with production data.
Elite Kotlin development patterns. Use when: writing Kotlin for backend (Ktor, Spring Boot), Android, Multiplatform.
Implement Kotlin-first Android app or library changes, including activities, fragments, services, receivers, Compose UI, XML/AppCompat UI, AndroidX, lifecycle-aware coroutines,…
Implement reusable Rust library crates after the project shape is chosen, including public API design, module visibility, error types, feature flags, documentation examples, unit…
Build and operate a live game using Unity Services. Use when the user needs to implement, connect, or debug backend-driven features — battle passes, achievements, player…
local-context-builder-plan.md의 계획(Kakao 장소 수집 → 정규화 → 피처 → 페르소나 가중치 → 스팟 시드 → publish 배치 서비스)을 에이전트 팀으로 end-to-end 구현하는 오케스트레이터 스킬.
Use when creating a Nuxt frontend Mastra agent with pnpm using a minimum viable plain chat assistant (non-weather agent).
Use when creating a production-minded Nuxt frontend Mastra agent with pnpm, based on a plain chat assistant (not weather), including preflight checks, architecture decisions,…
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Use the official Model Context Protocol PHP SDK to expose PHP application capabilities as MCP tools, resources, and prompts for agent workflows.
Build MCP servers end-to-end. Scaffolds a production-ready Python or TypeScript server from API documentation, implements tools, validates the MCPB bundle, creates an embedded…
Build evaluation datasets, harnesses, baselines, and release gates for multi-agent systems. Use when testing topology choice, routing, interaction contracts, coordination,…