Follow consistent project structure, version control practices, environment configuration, code review processes, and development conventions across the entire application.
Implement comprehensive error handling strategies including try-catch blocks, API error responses, Content Collection error handling, custom error pages, and production error…
Understand and adhere to the project's technology stack including Laravel, PHP, React, PostgreSQL, Pest, Tailwind CSS, and all configured tools and services.
Understand and apply project-specific technology choices including frameworks, languages, databases, testing tools, and third-party services to maintain consistency across the…
gm/ID transistor characterization and design methodology, based on ngspice + Python. Two independent workflows: (1) Characterization — generates three standard curve sets for any…
Good Night, Have Fun. Make ONE provably-correct, complexity-reducing change on a fresh branch off the default branch, then stop.
Trace lock acquisition order to find deadlocks and race conditions in channel-based logic. Use this skill whenever the user mentions go concurrency, deadlock, race condition, lock…
Use this skill when writing or refactoring Go code to ensure adherence to project standards regarding code organization, error handling, concurrency, performance, and style.
Use this skill when working on Go projects, creating new Go services, adding features to Go applications, designing Go package structure, implementing repository patterns,…
Building HTTP services in Go with the Chi router and stdlib `net/http`. ALWAYS use this skill when writing or reviewing Go HTTP code — defining routes with `chi.Router`,…
This skill approves engineering readiness for go-live at the tech lead level. Use when asked to sign off on a release, verify engineering readiness, or approve a production…
Use this skill when building, reviewing, or refactoring Go code that must follow strict design discipline — ATDD/TDD workflow, explicit dependency injection, package-boundary…
Go is the language of infrastructure. From Docker to Kubernetes to the entire cloud-native ecosystem, Go powers the systems that run the internet.
Use this skill whenever the user wants to scaffold, bootstrap, or generate architectural components in a Go project that has `go-surgeon` installed with scaffolding templates…
Use this skill when writing new Golang functions, methods, or interface implementations, and adding test coverage to existing code.
Use this skill for any request to fix a bug, debug a failure, or address a regression in code paths matching .tdd/tdd-config.json tier1_path_regexes.
Use this skill for any request to implement, add, build, or create new functionality in code paths matching .tdd/tdd-config.json tier1_path_regexes.
Use this skill when writing tests for Go code to strictly follow the required table-driven test format and organization standards.
Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization.
This skill should be used when the user asks to "implement unit selection", "add pathfinding", "create a state machine for units", "implement fog of war", "add control point…
goke is a zero-dependency, type-safe CLI framework for TypeScript. CAC replacement with Standard Schema support (Zod, Valibot, ArkType).
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace…
Comprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR…
Comprehensive guide for dependency injection (DI) in Golang. Covers why DI matters (testability, loose coupling, separation of concerns, lifecycle management), manual constructor…
Provides dependency management strategies for Golang projects including go.mod management, installing/upgrading packages, semantic versioning, Minimal Version Selection,…
Provides linting best practices and golangci-lint configuration for Go projects. Covers running linters, configuring .golangci.yml, suppressing warnings with nolint direc — from…
Continuously modernize Golang code to use the latest language features, standard library improvements, and idiomatic patterns.
Go (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors, booleans, receivers, getters/setters, functional options, acronyms,…
Go code refactoring with automated tools: gofmt -r, gopatch, and rsc.io/rf. Use this skill when performing mechanical rewrites across a codebase — renaming identifiers, migrating…
Implements dependency injection in Golang using samber/do. Apply this skill when working with dependency injection, setting up service containers, managing service lifecycles, or…
Golang struct and interface design patterns — composition, embedding, type assertions, type switches, interface segregation, dependency injection via interfaces, struct field…
Discovers requirements and generates guidance to design and deploy a governed, secure agentic-analytics solution for data that's distributed across Google Cloud, other cloud…
Interactively discovers requirements for a specific cloud workload and generates design recommendations and architectural guidance to build a multi-product solution in Google…
Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud.
Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud…
Write and review documentation in the voice of the Google developer documentation style guide — READMEs, docs pages, guides, tutorials, release notes, and API reference comments…
This skill provides complete coverage of Google Gemini embeddings API (gemini-embedding-001) for building RAG systems, semantic search, document clustering, and similarity…
Use this skill when interacting with the knowledge-catalog repository to ensure all modifications strictly adhere to the Open Knowledge Format (OKF) specification.
This skill should be used when the user asks to "set up goth", "install goth", "oauth in go", "authentication in golang", "goth package", "goth basics", or mentions…
Run self-hosted push notifications with Gotify, including a REST API, WebSocket stream, web UI, plugins, and mobile clients.
This skill should be used when the user asks to "run migrations", "run artisan commands", "clear Laravel cache", "config:cache", "run queue operations", "schedule:run", "tinker…
This skill should be used when the user asks to "start/stop environment", "govard up", "govard down", "run commands in container", "govard sh", "do database operations", "db…
DEPRECATED. This skill is retained only for migration. Use @Cole-Z/govee-control for current Govee OpenAPI setup and control guidance.
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to replace a background while preserving t — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to keep the same person or IP character co — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to create marketplace hero images and SKU — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to create visuals that include specified t — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing i — from…
Use this skill when the user asks for GPT Image 2、OpenAI图片、图片编辑、广告创意、电商图，或要为电商、广告、营销、短剧、漫剧、带货与种草内容完成GPT Image 2…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to transform a reference image while prese — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to combine subjects, materials, compositio — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to create authentic product discovery and — from…
Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to generate an image from an English or mu — from…
Use this skill when the user asks for GPT Image 2、Nano Banana Pro、图片API中转、生图接口、AI中转站，或要为电商、广告、营销、短剧、漫剧、带货与种草内容完成GPT Image 2 + Nano Banana…
Apply Cognitive Load Theory to optimize instructional design by managing intrinsic, extraneous, and germane load within working memory limits.
Apply dual-process theory to diagnose whether judgments arise from fast intuitive (System 1) or slow analytical (System 2) processing and identify resulting cognitive biases.
Apply platform economics to analyze network effects, solve chicken-and-egg problems, and design multi-sided platform pricing strategies.
This skill should be used when a Prometheus + Grafana stack has metrics being scraped but no real alerting configured, when adding a new Grafana alert rule via…
Analyze dependencies between microservices to trace a failure's origin across a distributed system during an active incident.
GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous.