WPF CustomControl generation wizard. Specify control name and base class to auto-generate C# class and XAML style.

makefile-dogfooder

Generate language-specific Makefile with common development targets

Makefile best practices for project automation and build systems. Covers command usage, target organization (PHONY vs file targets), variable management (:=, ?=, =), platform detection, common development targets (clean, test, lint, format, run), DevContainer integration, version management with semantic versioning, Docker integration, output control, error handling, and advanced patterns. Activate when working with Makefiles, make commands, .PHONY targets, build automation, or development workflows.

Generate .NET Core data API code from model definitions using the Maker XML specification and CLI. Use when users need to: (1) Create Maker XML models from JSON objects, SQL scripts, or database schemas, (2) Generate .NET Core CRUD API endpoints from Maker XML, (3) Understand or validate Maker XML model definitions, or (4) Work with the Maker CLI tool for code generation.

manage-agents

Manage per-plan configuration with schema validation

Manage contacts in Sinch Conversation API. Use when the user wants to create a contact, update contact information, list contacts, find a contact, get contact details, add channels to a contact, or manage contact channels. Handles contact creation, updates, and channel associations.

This skill helps you create or update test files for classes that implement interfaces. Tests follow a specific pattern with vitest, fake builders for dependencies, and structured describe blocks.

This skill helps you create or update a Fake class for testing purposes. Fakes are test doubles that implement interfaces with configurable behavior.

Manage Interface specifications with CRUD operations, automatic numbering, and AsciiDoc formatting

Manage request documents within plan directories with schema validation and template-based creation

This skill helps you create or update test files for React components. Tests follow a specific pattern with vitest, `render` from React Testing Library, and mocked sub-components to test logic and pro

This skill helps you create or update test files for React hooks. Tests follow a specific pattern with vitest, `renderHook` from React Testing Library, and Fake context providers for controlled testin

Use for advanced bd operations - splitting tasks mid-flight, merging duplicates, changing dependencies, archiving epics, querying metrics, cross-epic dependencies

Manage PrismaClient lifecycle with graceful shutdown, proper disconnect timing, and logging configuration. Use when setting up application shutdown handlers, configuring logging for development or production, or implementing proper connection cleanup in Node.js servers, serverless functions, or test suites.

Creates, analyzes, updates, and evaluates Model Context Protocol (MCP) servers including architecture assessment, security validation, and connection configuration. Use when user asks if current context or logic should be MCP, requests MCP creation/improvement/update, mentions MCP is outdated, or asks how MCPs work, what MCPs are, explaining MCP concepts, understanding MCP architecture, protocol specification, server implementation, client integration, or connecting MCP servers to Claude Code.

Create, manage, and track specifications through their full lifecycle from draft to completion. Use when user wants to plan features, create specs, check progress, activate work, or complete specifications.

Analyzes subagent usage patterns to determine when to delegate tasks, evaluates and improves existing subagent configurations, creates new custom subagents when needed, and identifies outdated subagent information. Use when deciding if a task should use a subagent, analyzing existing agents for effectiveness, recommending agent improvements, creating specialized agents for recurring patterns, or managing agent configurations. Optimizes Claude's subagent usage for performance, context preservation, and task specialization.

Create and execute temporary scripts (Python, Node.js, shell) during workflow execution for API integrations, data processing, and custom tools. Use when user needs to interact with external APIs, process data with specific libraries, or create temporary executable code.

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Encapsulates CollectionView in Service Layer to maintain MVVM principles in WPF. Use when implementing filtering, sorting, or grouping while keeping ViewModels free of WPF dependencies.

Run manual E2E tests for Flutter/mobile apps using Appium and Dart MCPs. Use when verifying mobile app behavior. Not for screenshot-based testing or non-mobile E2E.

Verify current work through automated testing first, falling back to user verification only when necessary.

Runs all 4 infinite block tests serially. Tests both 'should fire' (no promise) and 'should NOT fire' (with promise) scenarios.

Runs FIRST to ensure clean environment. Also called internally by other steps when they need to revert changes and clear the queue.

**Reference files**: `.deepwork/jobs/manual_tests/job.yml`, `.deepwork/jobs/manual_tests/steps/run_fire_tests.md`

Runs all 6 'should fire' tests serially with resets between each. Use after NOT-fire tests to verify rules fire correctly.

**Reference files**: `.deepwork/jobs/manual_tests/job.yml`, `.deepwork/jobs/manual_tests/steps/run_not_fire_tests.md`

Runs all 6 'should NOT fire' tests in parallel sub-agents. Use to verify rules don't fire when safety conditions are met.

Runs all manual hook/rule tests using sub-agents. Use when validating that DeepWork rules fire correctly.

Web-augmented agent for creating manufacturer skills and comprehensive tests. Use when adding or improving support for a manufacturer handler.

Comprehensive guide for choosing the right MAP workflow based on task type and requirements

Phylax Credible Layer assertions invariant mapping. Use when starting a protocol to map invariants before writing phylax/credible layer assertions or tests.

This skill enables autonomous, long-running development sessions that:

Systematically fix linting issues in markdown files using markdownlint-cli2. This skill should be used when needing to scan, diagnose, and fix markdown formatting issues in projects with one or more .md files, with special attention to ordered list numbering (MD029) errors.

Comprehensive markdown linting guidance using markdownlint-cli2. Run, execute, check, and validate markdown files. Fix linting errors (MD0XX rules). Configure .markdownlint-cli2.jsonc (rules and ignores). Set up VS Code extension and GitHub Actions workflows. Supports markdown flavors including GitHub Flavored Markdown (GFM) and CommonMark. Use when working with markdown files, encountering validation errors, configuring markdownlint, setting up linting workflows, troubleshooting linting issues, establishing markdown quality standards, or configuring flavor-specific rules for tables, task lists, and strikethrough.

Create custom linting rules for markdownlint including rule structure, parser integration, error reporting, and automatic fixing.

This skill should be used when users need to format, clean, lint, or validate Markdown files using the markdownlint-cli2 command-line tool. Use this skill for tasks involving Markdown (including Quarto Markdown `.qmd`) file quality checks, automatic formatting fixes, enforcing Markdown style rules, or identifying Markdown syntax issues.

Beads (bd) issue workflow and repo operations for markdowntown. Use when creating bd tasks, updating status, adding dependencies, running required tests, committing, and pushing to main.

Repo workflow for markdowntown CLI development and scans.

Use this when writing or updating docs/ content, UX specs, or cross-linking guides in markdowntown.

Frontend UX and design system guidance for markdowntown. Use when changing UI, layout, styling, typography, motion, or Tailwind classes, especially for Workbench, Atlas, and Library surfaces.

Monorepo workflow for coordinating CLI + web changes, tests, and docs in markdowntown.

Use this when running or adding tests (compile/lint/unit/E2E), updating test utilities, or working with Playwright/visual testing in markdowntown.

Flexible marker finding process that wraps Seurat's FindMarkers function for custom group comparisons beyond simple cluster-vs-all analysis. Unlike ClusterMarkers (all-vs-all cluster comparisons), MarkersFinder enables targeted differential expression analysis between specific groups, conditions within cell types, or any custom comparison defined by metadata columns. Automatically performs pathway enrichment analysis on significant markers and generates comprehensive visualizations.

Create a 24-hour tactical market brief from the latest macro and financial news, covering equities, commodities, and macro/FX. Use when asked for a market brief, daily/24h outlook, short-term drivers, or a structured multi-asset summary with JST timestamps and strict short-line formatting.

Track markets, trends, and opportunities

TAM/SAM/SOM analysis and competitive landscape mapping. Identifies beachhead markets and expansion opportunities with data-driven market sizing.

Comprehensive market analysis using web research, data synthesis, and competitive positioning