Use this skill when a developer wants to find out what's going wrong with their LLM or AI system in production.
Expertise in LLVM tooling development including Clang plugins, LLDB debugger extensions, Clangd/LSP, and LibTooling.
Supabase database query patterns, RLS policies, migration records, and nested join patterns. Use this skill when writing database queries, understanding RLS behavior, debugging…
This skill configures load balancers, including ALB, NLB, Nginx, and HAProxy. It generates production-ready configurations based on specified requirements and infrastructure.
This skill enables Claude to test load balancing strategies. It validates traffic distribution across backend servers, tests failover scenarios when servers become unavailable,…
This skill enables Claude to create and execute load tests for performance validation. It is designed to generate load test scripts using tools like k6, JMeter, and Artillery,…
Expert development partner for The Loadout — the Mission Built MCP server (mcp.missionbuilt.io) that powers The Warmup and The Spotter skills.
This skill enables Claude to analyze logs for performance insights and issue detection. It is triggered when the user requests log analysis, performance troubleshooting, or…
This skill should be used whenever the user wants to log time after the fact in Lucen Track — phrases like "log 2h on X", "I worked 90 minutes on the billing refactor yesterday",…
Use when the user explicitly invokes @loom deploy or asks loom to prepare, run, inspect, log, stop, or repair a local deployment.
Durable knowledge vaults for AI projects. Use this skill when the user asks to "create a vault", "store this document", "add this to the knowledge base", "find the spec for",…
Update dotnet/macios to a new Xcode beta and validate it end-to-end. Use this skill when a user asks to bump Xcode beta versions, update macios SDK/version constants, run…
Buy inbound Lightning Network liquidity for a node via Amboss Magma. Use this skill when the user wants to purchase Lightning liquidity, open an inbound channel to their Lightning…
This skill uses Mailpit as a safe SMTP sink for development, QA, and automated test runs. It helps teams capture, inspect, search, and validate transactional email without sending…
Use this skill when working with ImmyBot maintenance sessions — the reconciliation engine that brings endpoints into their desired state.
Use when the user is working with a multi-repo **workspace directory** (a parent dir holding several cloned repos side by side) and wants routine multi-repo git or shell…
Use when authoring or reviewing the frontmatter of a markdown post — checking required fields (title, date, slug, tags), validating against the content schema in…
Guides the agent in writing and organizing solution-level Markdown documentation for .NET projects, compatible with GitBook, DocFX, GitHub Pages, and similar platforms.
Perform material balance, energy balance, and reaction stoichiometry calculations for chemical and petroleum engineering courses.
Use this skill when working with Mastra - the TypeScript AI framework for building agents, workflows, tools, and AI-powered applications.
.NET MAUI multi-target publishing for Android, iOS, Windows (Microsoft Store), and macOS (Mac Catalyst).
Develop MauiReactor 3.x applications - a declarative UI component framework for .NET MAUI targeting net9.0.
Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional,…
Go backend development standards and scaffold tools for MBU ID services. Use this skill for any Go backend work including project initialization, entity generation, repository…
Enables live interaction with the NetAlertX runtime. This skill configures the Model Context Protocol (MCP) connection, granting full API access for debugging, troubleshooting,…
MCP Server Development Guide workflow skill. Use this skill when the user needs building MCP servers to integrate external APIs or services, whether in Python (FastMCP) o — from…
This skill should be used when the user asks to "deploy MCP server", "test MCP", "use ngrok", "MCP Inspector", "connect to ChatGPT", "create connector", "troubleshoot MCP", "debug…
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect e — from…
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect e — from…
Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI. Use this skill when the user wants to interact with an MCP server, OpenAPI/REST API, or GraphQL API via command…
Internal architecture guide for the Meerkat agent platform. This skill should be used when understanding crate ownership, trait contracts, the agent construction pipeline, session…
This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory…
Generate Mermaid diagrams (.mmd) and export to PNG/SVG/PDF using mmdc CLI or Kroki API. USE THIS SKILL when user mentions diagram, flowchart, sequence diagram, class diagram, ER…
Use this skill when managing multi-repository systems using the `meta` tool (github.com/mateodelnorte/meta).
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…
Migrate a .NET 10 project or solution to .NET 11 and resolve all breaking changes. This is a MIGRATION skill — use it when upgrading from .NET 10 to .NET 11, NOT for writing new…
Use this skill to migrate a codebase off the deprecated `android.test.*` testing classes that ship in the Android platform SDK onto AndroidX Test.
Helps DevOps engineers configure mirrord Operator's Kafka queue splitting feature end-to-end. Generates MirrordKafkaClientConfig and MirrordKafkaTopicsConsumer Kubernetes CRD…
Design and execute marketing A/B tests for landing pages, email campaigns, ad creatives, and pricing with proper test design and result analysis.
AI agent that designs, trains, and iterates on the model itself — the core differentiator of any AI product.
Implement machine learning solutions including model architectures, training pipelines, optimization strategies, and performance improvements.
Diagnose machine learning training failures including loss divergence, mode collapse, gradient issues, architecture problems, and optimization failures.
This skill analyses the technical defensibility and competitive moat of the proposed architecture. Use when asked to assess technical differentiation, evaluate defensibility of…
This skill enables automated testing of mobile applications on iOS and Android platforms using frameworks like Appium, Detox, XCUITest, and Espresso.
Use this skill when writing or running Maestro flows for iOS or Android apps, driving the Maestro MCP server, diagnosing flaky mobile UI tests, or onboarding a new team to mobile…
Use this skill to wire Mockito (the dominant Android mocking framework, exclusively used by androidx itself) into a JVM unit-test suite.
Use this skill to wire MockK (the Kotlin-first mocking framework) into a JVM unit-test suite, especially when coroutines, singleton/`object` mocking, or constructor mocking…
This skill enables Claude to deploy machine learning models to production environments. It automates the deployment workflow, implements best practices for serving models,…
This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis,…
This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin.
Modern C# language features for .NET 10 and C# 14. Covers primary constructors, collection expressions, the field keyword, extension members, records, pattern matching, spans, and…
Specialized knowledge for writing modern high-quality CSS. Trigger this skill when starting a new CSS project/file, when the user asks about new CSS features (e.g.
You MUST use this skill before changing, enhancing, or refactoring any existing functionality. Use when the code already exists and you are altering its behavior, performance, or…
MoneyDevKit (MDK) integration for Next.js App Router apps. Use this skill when the user wants to add Lightning Bitcoin payments to a Next.js project — setting up MDK, creating…
Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language.
This skill should be used when working on MongoDB databases, designing document schemas, creating
Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment…
Implement the MongoDB persistence layer for a hexagonal architecture TypeScript project. Use this skill whenever the user needs to create or modify a MongoDB repository…
This skill should be used when user asks to "query MongoDB", "show database collections", "get collection schema", "list MongoDB databases", "search records in MongoDB", or "check…
This skill deploys monitoring stacks, including Prometheus, Grafana, and Datadog. It is used when the user needs to set up or configure monitoring infrastructure for applications…