GitHub Skills

awesome-copilot/skills/qdrant-scaling-data-volume

Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or…

awesome-copilot/skills/qdrant-scaling-qps

Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch…

awesome-copilot/skills/qdrant-scaling-query-volume

Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating search…

awesome-copilot/skills/qdrant-search-quality

Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant…

awesome-copilot/skills/qdrant-search-quality-diagnosis

Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is…

awesome-copilot/skills/qdrant-search-speed-optimization

Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low',…

awesome-copilot/skills/qdrant-search-strategies

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not…

awesome-copilot/skills/qdrant-sliding-time-window

Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation',…

awesome-copilot/skills/qdrant-tenant-scaling

Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or…

awesome-copilot/skills/qdrant-version-upgrade

Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.

awesome-copilot/skills/qdrant-vertical-scaling

Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical scaling', 'resize…

awesome-copilot/skills/quality-playbook

Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol…

awesome-copilot/skills/quasi-coder

Interprets shorthand, pseudo-code, and natural language descriptions to generate production-quality code. Assesses collaborator technical expertise (high/medium/low confidence) to determine how much interpretation and correction is needed Processes special shorthand notation marked with start-shorthand and end-shorthand boundaries; always removes ()=> lines when implementing Applies expert judgment to translate incomplete or imperfect descriptions into robust code, handling typos,...

awesome-copilot/skills/react-audit-grep-patterns

Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever…

awesome-copilot/skills/react-container-presentation-component

Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold…

awesome-copilot/skills/react18-batching-patterns

Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component has…

awesome-copilot/skills/react18-dep-compatibility

React 18.3.1 and React 19 dependency compatibility matrix.

awesome-copilot/skills/react18-enzyme-to-rtl

Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow,…

awesome-copilot/skills/react18-legacy-context

Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use…

awesome-copilot/skills/react18-lifecycle-patterns

Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and…

awesome-copilot/skills/react18-string-refs

Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever…

awesome-copilot/skills/react19-concurrent-patterns

Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.

awesome-copilot/skills/react19-source-patterns

Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.

awesome-copilot/skills/react19-test-patterns

Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.

awesome-copilot/skills/readme-blueprint-generator

Automated README generation by analyzing project documentation structure and metadata files. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, and development workflow Generates well-structured markdown with standard sections: overview, tech stack, architecture, setup, folder structure, features, development workflow, coding standards, testing, and contributing guidelines Produces developer-focused documentation...

gh-aw-firewall/.claude/skills/recompile-workflows

Regenerate and post-process all agentic workflows. Use when gh-aw is updated, workflow .md files change, or when asked to recompile/regenerate workflows.

awesome-copilot/skills/refactor

Surgical code refactoring to improve maintainability without changing behavior. Covers 10 common code smells: long methods, duplication, large classes, long parameter lists, feature envy, primitive obsession, magic numbers, nested conditionals, dead code, and inappropriate intimacy Includes extract method, extract class, and introduce type safety patterns with before/after examples Provides design pattern refactoring strategies: Strategy, Chain of Responsibility, and others for replacing...

awesome-copilot/skills/refactor-method-complexity-reduce

Refactor a method to reduce cognitive complexity by extracting helper methods. Analyzes nested conditionals, loops, and complex boolean expressions to identify refactoring opportunities Extracts validation logic, type-specific processing, and repeated code blocks into focused helper methods Simplifies the main method flow while preserving all original functionality and error handling Includes mandatory test verification to confirm zero test failures and cognitive complexity at or below the...

awesome-copilot/skills/refactor-plan

Plan a multi-file refactor with proper sequencing and rollback steps

awesome-copilot/skills/remember

Persistent, domain-organized memory system that captures lessons learned across VS Code projects. Stores reusable knowledge in two scopes: global (all projects) or workspace-specific, automatically organizing learnings by domain Uses simple syntax ( /remember [>domain [scope]] lesson ) to transform debugging sessions and hard-won discoveries into searchable memory instructions Automatically discovers existing memory domains and intelligently categorizes new learnings, creating domain files...