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Skill
what-context-needed
github/awesome-copilot · skills/what-context-needed
Ask Copilot what files it needs to see before answering a question
Repository stars: 40,904 · Incomplete scan
Skill
oo-component-documentation
github/awesome-copilot · skills/oo-component-documentation
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-scaling-qps
github/awesome-copilot · skills/qdrant-scaling/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 search', 'read replicas', or 'how to handle more concurrent queries'.
Repository stars: 40,904 · Incomplete scan
Skill
ponder
github/awesome-copilot · skills/ponder
Convergent deliberation loop - repeated grading passes over one subject until the answer stops changing, with coverage enforced so no unit is silently skipped. Use when the user says "ponder <anything>" ("ponder the UI", "ponder our error handling"), "think this over properly", "keep thinking until it converges", "keep looping until it converges", "loop on this until it stops changing", "go through all the screens and grade them", "audit/rate/grade every X", or asks for any broad sweep-and-grade across many units where a single pass would miss things. Also use to resume or recover a ponder already in flight - "where were we", "carry on pondering", a lost thread mid-loop, or a .ponder/ directory in the project - where the move is to run ponder status rather than start over.
Repository stars: 40,904 · Incomplete scan
Skill
markstream-install
github/awesome-copilot · skills/markstream-install
Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, minimal peer dependencies, CSS order, SSR boundaries, streaming mode, and renderer setup.
Repository stars: 40,904 · Incomplete scan
Skill
finalize-agent-prompt
github/awesome-copilot · skills/finalize-agent-prompt
Finalize prompt file using the role of an AI agent to polish the prompt for the end user.
Repository stars: 40,904 · Incomplete scan
Skill
issue-fields-migration
github/awesome-copilot · skills/issue-fields-migration
Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say "migrate my labels to issue fields", "migrate project fields to issue fields", "convert labels to issue fields", "copy project field values to issue fields", or ask about adopting issue fields. Issue fields are org-level typed metadata (single select, text, number, date) that replace label-based workarounds with structured, searchable, cross-repo fields.
Repository stars: 40,904 · Incomplete scan
Skill
publish-to-pages
github/awesome-copilot · skills/publish-to-pages
Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.
Repository stars: 40,904 · Incomplete scan
Skill
arduino-azure-iot-edge-integration
github/awesome-copilot · skills/arduino-azure-iot-edge-integration
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
Repository stars: 40,904 · Incomplete scan
Skill
java-refactoring-extract-method
github/awesome-copilot · skills/java-refactoring-extract-method
Refactoring using Extract Methods in Java Language
Repository stars: 40,904 · Incomplete scan
Skill
harness-engineering
github/awesome-copilot · skills/harness-engineering
Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression tests, failure memory, and adoption reports tailored to the target repository.
Repository stars: 40,904 · Incomplete scan
Skill
verify-agent-action
github/awesome-copilot · skills/verify-agent-action
Review a proposed AI-agent action or human-approval packet before execution. Use when an agent wants to run a consequential tool, command, deployment, message, purchase, credential operation, or data mutation; when checking whether approval still matches the exact action; or when auditing action evidence for forged results, parameter swaps, replay, correlated reviewers, missing evidence, expiry, or stale monitoring. Produce an evidence-based review only—never execute or authorize the action.
Repository stars: 40,904 · Incomplete scan
Skill
dotnet-upgrade
github/awesome-copilot · skills/dotnet-upgrade
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-clients-sdk
github/awesome-copilot · skills/qdrant-clients-sdk
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
Repository stars: 40,904 · Incomplete scan
Skill
openapi-to-application-code
github/awesome-copilot · skills/openapi-to-application-code
Generate a complete, production-ready application from an OpenAPI specification
Repository stars: 40,904 · Incomplete scan
Skill
gtm-positioning-strategy
github/awesome-copilot · skills/gtm-positioning-strategy
Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or testing positioning claims. Includes Crawl-Walk-Run rollout methodology and the word change that improved enterprise deal progression.
Repository stars: 40,904 · Incomplete scan
Skill
javax-to-jakarta-migration
github/awesome-copilot · skills/javax-to-jakarta-migration
Migrate Java code from javax.* to jakarta.* namespace. Use only when the user explicitly asks for a javax to jakarta namespace or framework migration (for example to Tomcat 10+/11 or Jakarta EE), or when java-upgrade or spring-boot-4-migration delegates it. Finding javax imports alone does not authorize a migration.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-performance-optimization
github/awesome-copilot · skills/qdrant-performance-optimization
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-scaling
github/awesome-copilot · skills/qdrant-scaling
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.
Repository stars: 40,904 · Incomplete scan
Skill
gtm-partnership-architecture
github/awesome-copilot · skills/gtm-partnership-architecture
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.
Repository stars: 40,904 · Incomplete scan
Skill
phoenix-evals
github/awesome-copilot · skills/phoenix-evals
Build and run evaluators for AI/LLM applications using Phoenix.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-minimize-latency
github/awesome-copilot · skills/qdrant-scaling/minimize-latency
Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or 'latency spikes'.
Repository stars: 40,904 · Incomplete scan
Skill
typespec-api-operations
github/awesome-copilot · skills/typespec-api-operations
Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards
Repository stars: 40,904 · Incomplete scan
Skill
screen-recording
github/awesome-copilot · skills/screen-recording
Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation workflows.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-search-quality-diagnosis
github/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 low', 'approximate search worse than exact', 'which embedding model', or 'quality dropped after quantization'. Also use when search quality degrades without obvious changes.
Repository stars: 40,904 · Incomplete scan
Skill
adobe-illustrator-scripting
github/awesome-copilot · skills/adobe-illustrator-scripting
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or any Illustrator DOM objects. Covers the complete JavaScript object model, coordinate system, measurement units, export workflows, and scripting best practices.
Repository stars: 40,904 · Incomplete scan
Skill
mini-context-graph
github/awesome-copilot · skills/mini-context-graph
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM writes wiki pages, extracts entities/relations into the graph, and stores raw content for evidence retrieval. Knowledge accumulates and cross-references; it is never re-derived from scratch.
Repository stars: 40,904 · Incomplete scan
Skill
refactor-plan
github/awesome-copilot · skills/refactor-plan
Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for confirmation before making code changes.
Repository stars: 40,904 · Incomplete scan
Skill
breakdown-plan
github/awesome-copilot · skills/breakdown-plan
Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.
Repository stars: 40,904 · Incomplete scan
Skill
ef-core
github/awesome-copilot · skills/ef-core
Get best practices for Entity Framework Core
Repository stars: 40,904 · Incomplete scan
Skill
architecture-blueprint-generator
github/awesome-copilot · skills/architecture-blueprint-generator
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.
Repository stars: 40,904 · Incomplete scan
Skill
copilot-instructions-blueprint-generator
github/awesome-copilot · skills/copilot-instructions-blueprint-generator
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
Repository stars: 40,904 · Incomplete scan
Skill
linkedin-post-formatter
github/awesome-copilot · skills/linkedin-post-formatter
Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns. USE FOR: draft LinkedIn post, format text for LinkedIn, create social media post, write thought leadership post, convert content to LinkedIn format, LinkedIn carousel text, Unicode bold italic formatting.
Repository stars: 40,904 · Incomplete scan
Skill
lsp-setup
github/awesome-copilot · skills/lsp-setup
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the right server, and generates the JSON configuration (user-level or repo-level). Use when you need deeper code understanding and no LSP server is configured, or when the user asks to set up, install, or configure an LSP server.
Repository stars: 40,904 · Incomplete scan
Skill
flowstudio-power-automate-build
github/awesome-copilot · skills/flowstudio-power-automate-build
Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app
Repository stars: 40,904 · Incomplete scan
Skill
daily-focus-board
github/awesome-copilot · skills/daily-focus-board
Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress → done) with timestamped progress notes and roll up into a "today's momentum" feed; numeric-goal tasks (pages, pomodoros, reps) render as progress-bar counters. Executive-function / neurodivergent-friendly by design: Focus mode, kind "not today" carryover (no overdue-shaming), a brain-dump box, reduced-motion, and gentle deadline countdowns. Add, reorder, and relabel tasks live, assign Eisenhower priority (Do first / Schedule / Delegate / Later), open with an above/below-the-line check-in and a daily mantra, and save an end-of-day recap. Use when someone wants to plan their day, stay focused, kick off a work session, or track progress. Progress persists in the browser (localStorage).
Repository stars: 40,904 · Incomplete scan
Skill
mcp-create-adaptive-cards
github/awesome-copilot · skills/mcp-create-adaptive-cards
Skill converted from mcp-create-adaptive-cards.prompt.md
Repository stars: 40,904 · Incomplete scan
Skill
doc-and-modernize
github/awesome-copilot · skills/doc-and-modernize
Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document primarily by reading files on disk (local-first) — use it whenever the user wants to understand, map, document, research, or onboard onto a codebase ("research this repo", "write up the architecture", "do an architecture deep dive", "document how this codebase works", "map the system design", "create an onboarding doc"). Modernization mode generates a phased plan to modernize, migrate, upgrade, or rewrite a legacy system ("modernize this", "plan the migration", "how would we rewrite this", "how do we get off this legacy stack"); if no architecture document exists yet it first runs Documentation mode, then continues straight through to the plan. It assumes the legacy stack may be dead, runs a time-boxed feasibility spike, and picks the highest achievable rung on a safety ladder instead of demanding a fully-green legacy CI gate up front.
Repository stars: 40,904 · Incomplete scan
Skill
roundup-setup
github/awesome-copilot · skills/roundup-setup
Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.
Repository stars: 40,904 · Incomplete scan
Skill
semantic-kernel
github/awesome-copilot · skills/semantic-kernel
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
Repository stars: 40,904 · Incomplete scan
Skill
update-implementation-plan
github/awesome-copilot · skills/update-implementation-plan
Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
Repository stars: 40,904 · Incomplete scan
Skill
scaffolding-oracle-to-postgres-migration-test-project
github/awesome-copilot · skills/scaffolding-oracle-to-postgres-migration-test-project
Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use only during Phase 3, before writing Oracle baseline integration tests. Do not invoke during Phase 6 — the PostgreSQL test project is produced by migrating this project, not by running this skill again.
Repository stars: 40,904 · Incomplete scan
Skill
workshop-create
github/awesome-copilot · skills/workshop-create
Create a new workshop or use an existing directory as one. Handles two paths: (A) use an existing local directory the operator points at, or (B) create a new private GitHub repo in the signed-in account. Never creates a repo inside another repo.
Repository stars: 40,904 · Incomplete scan
Skill
rust-mcp-server-generator
github/awesome-copilot · skills/rust-mcp-server-generator
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
Repository stars: 40,904 · Incomplete scan
Skill
from-the-other-side-wiggins
github/awesome-copilot · skills/from-the-other-side-wiggins
Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.
Repository stars: 40,904 · Incomplete scan
Skill
cli-mastery
github/awesome-copilot · skills/cli-mastery
Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say "cliexpert" to start.
Repository stars: 40,904 · Incomplete scan
Skill
java-junit
github/awesome-copilot · skills/java-junit
Write, review and fix Java unit tests with JUnit 5 and JUnit 6 (Jupiter), AssertJ and Mockito: assertions, parameterized and nested tests, mocking rules, deterministic time and randomness, Surefire vs Failsafe, JaCoCo coverage, optional PIT mutation testing, and guardrails for agents (never skip or delete failing tests). Use when adding, refactoring or debugging tests in Maven or Gradle projects. Framework-neutral.
Repository stars: 40,904 · Incomplete scan
Skill
create-github-issues-for-unmet-specification-requirements
github/awesome-copilot · skills/create-github-issues-for-unmet-specification-requirements
Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.
Repository stars: 40,904 · Incomplete scan
Skill
refactor
github/awesome-copilot · skills/refactor
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.
Repository stars: 40,904 · Incomplete scan
Skill
ad-campaign-analyzer
github/awesome-copilot · skills/ad-campaign-analyzer
Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend", "reallocate my ad budget", "which ads are actually working", or "ROAS analysis". Do not trigger for campaign planning or creative generation without performance data.
Repository stars: 40,904 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
