Topic: mcp
13,395 skills in this topic.
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lex-uk-law
i-dot-ai/lex 38
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lex-uk-law
UK legal research using the Lex API. Use this skill whenever the user asks about UK law, legislation, statutory instruments, Acts of Parliament, legal provisions, amendments, or anything that could benefit from searching authoritative UK legal sources. Also use when the user mentions specific UK Acts (e.g. "the Data Protection Act"), asks about legal requirements, or needs to understand how legislation has changed over time. Even if the user doesn't explicitly say "search legislation", if they're asking a question that UK law could answer, use this skill.
i-dot-ai/lex 38
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requirements-test-coverage-mapper
Map requirements (PRD/user stories/AC) to comprehensive test coverage using a traceability matrix (RTM). Outputs coverage gaps, risks, test levels, prioritization, automation candidates, and change-impact notes. Designed for QA/Test Architect workflows.
jaktestowac/awesome-copilot-for-testers 62
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tech-debt-analysis
Analyze technical debt in codebases and test suites using evidence-based signals. Produces a structured, prioritized Technical Debt Report with risk assessment, test impact analysis, remediation options, and ROI-aware recommendations.
jaktestowac/awesome-copilot-for-testers 62
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prd-generator
Generate production-ready Product Requirements Documents (PRDs) for software systems and AI-powered features. The skill ensures clear problem framing, measurable outcomes, scoped functionality, testable requirements, technical feasibility, risk awareness, and stakeholder alignment.
jaktestowac/awesome-copilot-for-testers 62
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requirements-test-coverage-mapper
Map requirements (PRD/user stories/AC) to comprehensive test coverage using a traceability matrix (RTM). Outputs coverage gaps, risks, test levels, prioritization, automation candidates, and change-impact notes. Designed for QA/Test Architect workflows.
jaktestowac/awesome-copilot-for-testers 62
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tech-debt-analysis
Analyze technical debt in codebases and test suites using evidence-based signals. Produces a structured, prioritized Technical Debt Report with risk assessment, test impact analysis, remediation options, and ROI-aware recommendations.
jaktestowac/awesome-copilot-for-testers 62
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cli
Prefect CLI commands for mutations. The MCP server is read-only - use this skill when you need to trigger deployments, cancel flow runs, create automations, or modify Prefect resources.
PrefectHQ/prefect-mcp-server 32
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agent-memory
Persistent memory system for AI agents with semantic, episodic, and procedural memory types. Use when users want to (1) remember facts, preferences, or context across sessions, (2) track interaction history and experiences, (3) store reusable workflows or procedures, (4) build personalized agents that learn from conversations, or (5) implement any form of long-term memory for AI applications.
btafoya/claude-code-skills
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ios-testing-patterns
XCTest and XCUITest execution workflows and flaky test detection patterns
conorluddy/xclaude-plugin 124
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performance-profiling
Instruments integration and performance analysis workflows for iOS apps. Use when profiling CPU usage, memory allocation, network activity, or energy consumption. Covers Time Profiler, Allocations, Leaks, Network instruments, and performance optimization strategies.
conorluddy/xclaude-plugin 124
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state-management
Cache management, configuration best practices, and progressive disclosure patterns for efficient context window usage. Use when working with large responses, optimizing token costs, or managing plugin state across operations.
conorluddy/xclaude-plugin 124
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ui-automation-workflows
Accessibility-first UI automation using IDB. Query accessibility tree (fast, 50 tokens) before screenshots (slow, 170 tokens). Use when automating simulator interactions, tapping UI elements, finding buttons, or testing user flows. Covers idb-ui-describe, idb-ui-tap, idb-ui-find-element patterns.
conorluddy/xclaude-plugin 124
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xcode-workflows
Xcode build system guidance for xcodebuild operations. Use when building iOS projects, running tests, analyzing build failures, or configuring schemes. Covers build/clean/test operations, interpreting xcodebuild output, and troubleshooting common build errors.
conorluddy/xclaude-plugin 124
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accessibility-testing
WCAG compliance testing and accessibility quality assurance workflows for iOS apps. Use when validating accessibility labels, testing VoiceOver compatibility, checking contrast ratios, or ensuring WCAG 2.1 compliance. Covers accessibility tree analysis, semantic validation, and automated accessibility testing patterns.
conorluddy/xclaude-plugin 124
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crash-debugging
Crash log analysis, symbolication, and debugging workflows for iOS apps. Use when investigating app crashes, analyzing crash reports, symbolicating stack traces, or identifying root causes. Covers crash log retrieval, symbolication with dSYM files, stack trace analysis, and common crash patterns.
conorluddy/xclaude-plugin 124
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simulator-workflows
iOS Simulator device and app management with simctl. Use when managing simulator devices (boot, create, delete), installing/launching apps, or troubleshooting simulator issues. Covers device lifecycle, app lifecycle, and diagnostics.
conorluddy/xclaude-plugin 124
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swarm
Orchestrate parallel Claude Code worker swarms with protocol-based behavioral governance. Use for complex features, large refactors, or multi-step tasks. Supports behavioral constraints, parallel workers, and persistent state across context compactions.
cj-vana/claude-swarm 85
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mcp-local-rag
Ingest, search, list, update, or delete content in a local mcp-local-rag index when the user is working with local documents or pasted/fetched HTML, Markdown, or text. Use this skill to choose the right MCP tool or `npx mcp-local-rag` CLI command, formulate effective queries, interpret search scores, and manage source metadata.
shinpr/mcp-local-rag 189
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backend-code-review
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.
langgenius/dify 134,926
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component-refactoring
Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.
langgenius/dify 134,926
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frontend-code-review
Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules.
langgenius/dify 134,926
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frontend-query-mutation
Guide for implementing Dify frontend query and mutation patterns with TanStack Query and oRPC. Trigger when creating or updating contracts in web/contract, wiring router composition, consuming consoleQuery or marketplaceQuery in components or services, deciding whether to call queryOptions() directly or extract a helper or use-* hook, handling conditional queries, cache invalidation, mutation error handling, or migrating legacy service calls to contract-first query and mutation helpers.
langgenius/dify 134,926
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frontend-testing
Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, RTL, unit tests, integration tests, or write/review test requests.
langgenius/dify 134,926