Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Detect recurring patterns in issues and events. Identifies temporal, resource-based, cluster, and cascading patterns. Suggests prevention strategies. Keywords: recurrence, pattern, detection, trending, recurrin...
Collaboratively explore ideas and design solutions through guided dialogue before implementation. Use this skill when creating features, building components, adding functionality, designing systems, or when the...
Request human approval for a critical operation via Discord MCP server. Posts a message with reaction buttons and uses await_reaction to wait for response. Use for destructive or irreversible operations. Keywor...
Create Salesforce custom fields. Use this skill when users request to create a field, add a field, or define a new custom field on any Salesforce object. Handles prefix rules automatically based on target objec...
Use when the user asks for a plan, roadmap, or step-by-step breakdown for a multi-step task in VS Code Copilot Agent mode.
This skill should be used when the user asks to "write tests", "test strategy", "coverage", "unit test", "integration test", or needs testing guidance. Provides testing methodology and patterns.
Fuzzing coverage analysis - identify uncovered code, magic values, and track campaign effectiveness.
Comprehensive code review toolkit for evaluating quality across multiple languages. Use for PR analysis, quality checking, and generating review reports. Based on alirezarezvani/claude-skills.
Official coding standards and best practices derived from Xcode's internal AI chat templates.
Use when errors are unclear, flaky, or regressions occur; apply a disciplined debugging loop in VS Code Copilot Agent mode.
Reviews in-progress implementation against feature specification and plan - provides structured compliance report with categorized issues for fixing. Mid-implementation checkpoint for quality.
Proactively use when planning a complex multi-step implementation.
Reviews existing specifications for ambiguity and missing decision points - uses structured taxonomy to detect gaps, generates prioritized clarification questions, reduces specification uncertainty.
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...
Develop, refine, and maintain project constitutional principles - uses Socratic questioning to eliminate ambiguity and ensure perfect clarity on design values and non-negotiables
Use when creating technical specifications for features, systems, or architectural designs. Creates comprehensive specification documents using the Wrangler MCP issue management system with proper structure and...
This skill should be used when the user asks to "define requirements", "create specification", "clarify requirements", "write requirements document", or mentions requirement analysis. Provides comprehensive req...
Collaborative design refinement through iterative questioning. Use for transforming ideas into detailed specifications before implementation. Based on obra/superpowers.
Competitive intelligence with positioning analysis, battlecards, and market monitoring. Use for competitor tracking, differentiation strategy, and win/loss analysis. Based on alirezarezvani/claude-skills.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
合并需求问题答案，生成完备需求
识别需求文档中的问题
Use when implementing critical user workflows that span multiple pages/components - tests complete journeys end-to-end using Page Object Model, user-centric selectors, and condition-based waiting; use sparingly...
Run the project's test suite and fix any failures. If no test runner is configured, sets up best-in-class testing infrastructure for the project's language/framework. Ensures all tests pass before completion.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.