Engineering
pydantic-ai-skills
Pydantic AI with agentskills.io. Type-safe schema validation for skill inputs/outputs.
Engineering
distributed-systems-patterns
Apply distributed-systems, messaging, and integration patterns to architectural decisions, message contracts, runbooks, and launch decisions for event-driven, microservice, queue, …
Engineering
cupynumeric-migration-readiness
Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should…
Engineering
nx-generate
Generates code using Nx generators — scaffolds projects, libraries, features, or runs workspace-specific generators with proper discovery, validation, and verification. Use when us…
Engineering
midnight-contract-deployment
Use this skill when the user asks to deploy a Midnight smart contract, compile Compact 0.30.0 code, debug Midnight SDK 4.x errors, write integration tests for Midnight DApps, or se…
Engineering
midnight-contract-deployment
Use this skill when the user asks to deploy a Midnight smart contract, compile Compact 0.30.0 code, debug Midnight SDK 4.x errors, write integration tests for Midnight DApps, or se…
Engineering
m5stack-arduino-cli
Set up, diagnose, flash, and support development for M5Stack boards with Arduino CLI on Windows. Use when Codex needs to install ESP32 board support, detect the correct COM port, e…
Engineering
optflow
Discover and deliver repository optimization work end to end: identify performance, reliability, maintainability, security, DX, and cost optimization points, prioritize by impact-e…
Engineering
roll-peer
Cross-agent peer review skill. When a task enters a decision phase (planning, high-risk, ambiguous, destructive), triggers a bidirectional negotiation with another AI agent via a u…
Engineering
fix-issue
Fixes GitHub issues using parallel analysis agents for root cause investigation, code exploration, and regression detection. Reads issue context from gh CLI, searches codebase and …
Engineering
modern-python-substrate
Provides a complete modern Python environment with uv for package management, ruff for linting and formatting, ty for type checking, pytest for testing, hypothesis for property-bas…
Engineering
mvvm-toolkit-messenger
CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongReferenceMessenger, IRecipient<TMess…
Engineering
myco:three-tier-config-architecture
Comprehensive procedures for implementing and managing three-tier configuration architecture with Machine/Grove/Project scope hierarchy. Covers config storage design with scope enf…
Engineering
mvvm-toolkit-di
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes (Single…
Engineering
project-agentification
Assess repository agent-readiness, harden against failure modes, scaffold AGENTS.md / SKILL.md / MCP servers / hooks / specs from observed failures, and diagnose why coding agents …
Engineering
hotplex-diagnostics
Runtime diagnostics for HotPlex Gateway. Narrows symptoms to root cause for worker crashes, slow responses, session issues, feedback interruptions, and pipeline problems. Detects s…
Engineering
fix-errors
Guidelines for fixing unhandled errors from error telemetry dashboards. Use when investigating stack traces, error messages, and hit/user counts. Covers tracing data flow through c…
Engineering
hono-ddd-guidelines
DDD architecture guidance for new Hono backends or refactoring existing codebases. Covers layer structure (domain/application/infrastructure/controller), dependency direction, resp…
Engineering
focus-engine
Implements keyboard, directional, and scene-level focus behavior across SwiftUI and UIKit. Supports @FocusState, defaultFocus, focusable interactions, tvOS geometric focus, Siri Re…
Engineering
config-drift-detect
Audit project gates including coverage thresholds, tsconfig strictness, eslint rules, husky/lint-staged, sonar quality gate, and branch protection. Flags values mathematically inco…
Engineering
route-optimizer
Audit routing and delivery optimization software for algorithm quality, constraint handling, real-time traffic adaptation, multi-modal transport support, and cost modeling accuracy…
Engineering
nvim-lua-toolchain
Set up or update local development and test toolchains for Lua projects, especially Neovim Lua plugin development. Use when Claude needs to scaffold or standardize plenary.nvim tes…
Engineering
pm-troubleshoot
Diagnose the root cause of a bug, error, crash, or unexpected behavior. Traces through code, logs, services, database state, and git history to find why something is broken. Resear…
Engineering
better-typescript
Apply this skill for any task involving TypeScript: writing new code, refactoring, reviewing, debugging, designing types, structuring modules, or answering questions about TS patte…
Engineering
aposd-improving-code-clarity
Enforce a comments-first workflow for new code and improve naming or documentation for existing code. Use when writing classes, methods, or functions, or when code is confusing or …
Engineering
aposd-designing-deep-modules
Enforce a Design-It-Twice workflow: generate 2-3 distinct approaches, compare them, then implement. Use when designing modules, APIs, or classes before coding. Triggers on design r…
Engineering
hotplex-arch-analyzer
Deep audit of HotPlex project architecture and code health. Performs architecture analysis, code quality review, SOLID/DRY compliance, concurrency/performance checks, security scan…
Engineering
nx-monorepo
Nx monorepo management skill for AI-native development. Use when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when: analyzing d…
Engineering
go-conventions
Apply Go project conventions — Go 1.25.x toolchain pinned via toolchain directive and GOTOOLCHAIN=local, vendored deps via go mod vendor, golangci-lint v2 strict, gofmt + goimports…
Engineering
audit-deep
Composite skill — full project health check across testing, config, hooks, performance, security, MCP, and plugins. Runs audit skills in parallel and reconciles into one severity-r…
Engineering
forge-feature-flags
Establish feature flag discipline as a deployment decoupling mechanism. Covers naming, ownership, default-off with kill-switch, targeting rules, removal schedules, dark launches, a…
Engineering
managed-package-development
Build or maintain Salesforce first-generation managed packages (1GP) for ISV distribution — covers namespace registration, packaging org structure, PostInstall/UninstallHandler Ape…
Engineering
aptos-framework
Expert on Aptos Framework (0x1 standard library) including account, coin, fungible_asset, object, timestamp, table, event, vector, string, option, error, and core modules. Activate…
Engineering
pie-dimensional-analysis
Performs mathematical verification for physical calculations: unit-tracking algebra, PhysicalQuantity patterns for compound units, SI/Imperial handling, Buckingham pi theorem, and …
Engineering
refactoring-strategy
Applies systematic refactoring methodology with safety guarantees for polyglot codebases. Triggers when refactoring code, restructuring a module, splitting a monolith, performing a…
Engineering
fireworks-go
Go service development, concurrent design with goroutines and channels, context propagation, HTTP APIs using gin/fiber/chi, errgroup patterns, deadlock debugging, interface design,…
Engineering
designing-deep-modules
Designs, reviews, and refactors modules to maximize functionality behind minimal interfaces. Analyzes boundaries, flags shallow modules, and applies heuristics such as pulling comp…
Engineering
egg-core
Core EGG framework concepts: module architecture, @SingletonProto/@ContextProto decorators, @Inject, dynamic injection, BackgroundTaskHelper, EventBus, and AOP. Covers dependency i…
Engineering
to-be-architecture
Design target AWS architecture covering ECS Fargate/EKS/Serverless selection, VPC topology with public-private-isolated subnets, database choice (RDS/Aurora/DynamoDB), IAM boundari…
Engineering
architect
Software architecture specialist for Next.js/Supabase SaaS systems. Activate for feature planning, schema design, multi-tenant patterns, and architectural decisions. Performs trade…
Engineering
forge-logging
Structured logging discipline with JSON-first output, correlation IDs, level meaning, redaction at source, sampling, and audit logs separated from application logs. Includes pino/s…
Engineering
scala-patterns
Applies idiomatic Scala patterns including ADTs with sealed traits and case classes, typeclasses, Option/Either/Try handling, for-comprehensions, Cats Effect primitives, ZIO fundam…
Engineering
coordinator-pattern
Guides Coordinator pattern decisions for iOS/tvOS apps: when coordinators add value versus overkill, parent-child hierarchy design, SwiftUI versus UIKit differences, and flow compl…
Engineering
sendcutsend
Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Checks upload readiness, material/SKU/thickness/service availability, and s…
Engineering
forge-cli-design
CLI design discipline following Unix philosophy: small composable commands, meaningful exit codes, noun-verb subcommands, single-screen help, stdout for data, stderr for chatter, J…
Engineering
myco:feature-branch-worktree-squash-merge-delivery
Use this skill when delivering a non-trivial Myco feature that spans multiple files and needs clean PR history. It applies whenever you need git worktrees for isolated implementati…
Engineering
run
Sustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist agents, commits atomically, and auto-rolls back on regression…
Engineering
fireworks-python
Python service development with strict typing via mypy, async I/O using asyncio, APIs with FastAPI/Flask/Django, Pydantic modeling, multiprocessing for GIL bypass, packaging with p…
Engineering
forge-naming
Naming variables, functions, types, files, and tables. Includes ban list for AI defaults, domain-specific over abstract names, length proportional to scope, units in ambiguous name…
Engineering
Agentic SWMM Workflow
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Ski…
Engineering
refactoring-planner
Creates structured refactoring plans with impact analysis and step-by-step execution for large codebases. Use when asked to plan refactoring, refactor a module, restructure code, o…
Engineering
cloud-architect
Senior Cloud Architect specializing in AWS, Azure, and GCP multi-cloud strategies with expertise in cost optimization, infrastructure design, and enterprise cloud migration. Use wh…
Engineering
forge-error-handling
Define where to catch, throw, log, and surface errors. Covers result types versus exceptions, sanitized client responses with request_id correlation, retries with backoff, idempote…
Engineering
refactoring
Applies systematic refactoring with small-step discipline. Use when the user requests refactor, clean up, restructure, extract, rename, or simplify, or mentions code smells. Enforc…
Engineering
global-tech-stack
Apply project-specific technology choices including frameworks, languages, databases, testing tools, and third-party services. Use when making technology decisions, adding dependen…
Engineering
go-samber-oops
Provides knowledge of samber/oops structured errors: attributes (Code/In/With/Hint/Owner/Public), stack traces, APM serialization, HTTP boundary safety, and errors.Is/As compatibil…
Engineering
he-reliability-review
Review services, APIs, and multi-component systems for reliability risks including failure modes, cascading failures, resilience gaps, and SLO readiness. Use when the work involves…
Engineering
code-analyzer
Static code analysis to detect code smells, cyclomatic complexity, duplication, pattern violations, excessive coupling, and quality metrics. Use for evaluating code quality, identi…
Engineering
entity-mapper-expert
Implement JPA Entity Long FK strategy with BaseAuditEntity/SoftDeletableEntity inheritance and EntityMapper Domain⇄Entity conversion. Prohibits JPA relationship annotations and Lom…
Engineering
nodejs-service-scaffold
Creates or modernizes a Node.js backend service after architecture approval: framework-aware TypeScript shell (Express, Fastify, NestJS), validated config, pino logging, health pro…
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