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Skill
suggest-awesome-github-copilot-skills
github/awesome-copilot · skills/suggest-awesome-github-copilot-skills
Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.
Repository stars: 40,904 · Incomplete scan
Skill
mcp-deploy-manage-agents
github/awesome-copilot · skills/mcp-deploy-manage-agents
Skill converted from mcp-deploy-manage-agents.prompt.md
Repository stars: 40,904 · Incomplete scan
Skill
quality-playbook
github/awesome-copilot · skills/quality-playbook
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.
Repository stars: 40,904 · Incomplete scan
Skill
arize-prompt-optimization
github/awesome-copilot · skills/arize-prompt-optimization
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.
Repository stars: 40,904 · Incomplete scan
Skill
git-flow-branch-creator
github/awesome-copilot · skills/git-flow-branch-creator
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.
Repository stars: 40,904 · Incomplete scan
Skill
playwright-generate-test
github/awesome-copilot · skills/playwright-generate-test
Generate a Playwright test based on a scenario using Playwright MCP
Repository stars: 40,904 · Incomplete scan
Skill
pester-migration
github/awesome-copilot · skills/pester-migration
Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6. Covers the Discovery/Run two-phase model, moving setup into BeforeAll, $PSScriptRoot vs $MyInvocation, mock changes (Assert-MockCalled → Should -Invoke, removed fall-through), Invoke-Pester parameters → PesterConfiguration, data-driven -ForEach/-TestCases, and the v6 breaking changes. Use when the user asks to upgrade, migrate, or modernize Pester tests, fix *.Tests.ps1 files that broke after bumping the Pester version, or convert legacy Should / Invoke-Pester syntax.
Repository stars: 40,904 · Incomplete scan
Skill
azure-resource-health-diagnose
github/awesome-copilot · skills/azure-resource-health-diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
Repository stars: 40,904 · Incomplete scan
Skill
caption-qa
github/awesome-copilot · skills/caption-qa
Check SRT or WebVTT captions and subtitles against published standards (Netflix English, BBC subtitle guidelines, DCMP Captioning Key) for reading speed, line length, line count, time on screen, gaps and overlaps, then fix failures by retiming before rewording. Use when asked to QA, lint or validate captions, check whether subtitles read too fast, prepare captions for Netflix, broadcast or educational delivery, or add a caption check to CI.
Repository stars: 40,904 · Incomplete scan
Skill
repo-standardizer
github/awesome-copilot · skills/repo-standardizer
Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo meta & config only — no code logic touched. Use when creating a new repo or polishing an existing one.
Repository stars: 40,904 · Incomplete scan
Skill
salesforce-apex-quality
github/awesome-copilot · skills/salesforce-apex-quality
Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage (Positive / Negative / Bulk), and modern Apex idioms. Use this skill when reviewing or generating Apex classes, trigger handlers, batch jobs, or test classes to catch governor limit risks, security gaps, and quality issues before deployment.
Repository stars: 40,904 · Incomplete scan
Skill
mcp-create-declarative-agent
github/awesome-copilot · skills/mcp-create-declarative-agent
Skill converted from mcp-create-declarative-agent.prompt.md
Repository stars: 40,904 · Incomplete scan
Skill
containerize-aspnetcore
github/awesome-copilot · skills/containerize-aspnetcore
Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
Repository stars: 40,904 · Incomplete scan
Skill
flowstudio-power-automate-mcp
github/awesome-copilot · skills/flowstudio-power-automate-mcp
Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `flowstudio-power-automate-build`, `flowstudio-power-automate-debug`, `flowstudio-power-automate-monitoring` (Pro+), or `flowstudio-power-automate-governance` (Pro+) — each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app
Repository stars: 40,904 · Incomplete scan
Skill
create-quarkus-project
github/awesome-copilot · skills/create-quarkus-project
Create a new Quarkus project (Maven or Gradle) with the Quarkus CLI, code.quarkus.io API or Maven plugin, choose extensions, and run it in dev mode. Use when asked to scaffold, bootstrap or start a Quarkus application or REST API.
Repository stars: 40,904 · Incomplete scan
Skill
gtm-board-and-investor-communication
github/awesome-copilot · skills/gtm-board-and-investor-communication
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the "Three Things" narrative model, the 4-tier metric hierarchy, and the pre-brief pattern that prevents board surprises.
Repository stars: 40,904 · Incomplete scan
Skill
game-engine
github/awesome-copilot · skills/game-engine
Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.
Repository stars: 40,904 · Incomplete scan
Skill
pr-screenshots
github/awesome-copilot · skills/pr-screenshots
Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practices.
Repository stars: 40,904 · Incomplete scan
Skill
dependabot
github/awesome-copilot · skills/dependabot
Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managing Dependabot pull requests, configuring dependency update strategies, setting up grouped updates, monorepo patterns, multi-ecosystem groups, security update configuration, auto-triage rules, or any GitHub Advanced Security (GHAS) supply chain security topic related to Dependabot. For pre-commit dependency vulnerability scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when an agent needs to scan dependencies for known vulnerabilities before committing.
Repository stars: 40,904 · Incomplete scan
Skill
create-agentsmd
github/awesome-copilot · skills/create-agentsmd
Prompt for generating an AGENTS.md file for a repository
Repository stars: 40,904 · Incomplete scan
Skill
arize-trace
github/awesome-copilot · skills/arize-trace
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.
Repository stars: 40,904 · Incomplete scan
Skill
ai-ready
github/awesome-copilot · skills/ai-ready
Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack. USE THIS SKILL when the user asks to "make this repo ai-ready", "set up AI config", or "prepare this repo for AI contributions".
Repository stars: 40,904 · Incomplete scan
Skill
landing-page-conversion-audit
github/awesome-copilot · skills/landing-page-conversion-audit
Audit a landing page, sales page or checkout page for conversion leaks and return a fix list ordered by expected revenue impact. Use when asked to review, critique or improve a landing page, sales page, opt-in page, product page or checkout flow, when conversion rate is low, when paid traffic is not converting, or when someone asks "why isn't this page converting" or wants a CRO / landing page review.
Repository stars: 40,904 · Incomplete scan
Skill
convert-word-to-md
github/awesome-copilot · skills/convert-word-to-md
Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .docx file — even if they don't say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", or "analyze" a Word document, resume, report, contract, or proposal. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .docx content directly or write ad-hoc conversion code. Also use this skill for batch requests involving a whole folder of Word documents. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so no file type is silently skipped.
Repository stars: 40,904 · Incomplete scan
Skill
phoenix-cli
github/awesome-copilot · skills/phoenix-cli
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review experiments, query annotation configs, and use the GraphQL API. Use whenever the user is analyzing traces or spans, investigating LLM/agent failures, deciding what to do after instrumenting an app, building failure taxonomies, choosing what evals to write, or asking "what's going wrong", "what kinds of mistakes", or "where do I focus" — even without naming a technique.
Repository stars: 40,904 · Incomplete scan
Skill
incident-postmortem
github/awesome-copilot · skills/incident-postmortem
Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem. Triggers on phrases like "write a post-mortem", "incident review", "what went wrong", "outage report", "root cause analysis", or "RCA". Covers timeline reconstruction, contributing factor analysis, impact quantification, and action item generation with owners.
Repository stars: 40,904 · Incomplete scan
Skill
embedding-anisotropy-check
github/awesome-copilot · skills/embedding-anisotropy-check
Use before reporting any cosine similarity computed over embeddings or transformer hidden states, whether the agent computed the vectors or loaded them. Measures the anisotropy of each side, centres by the population mean, and scores matched pairs against a permuted floor taken from the same comparison. Use when comparing one model's embeddings across precisions, runtimes or layers, when evaluating retrieval, probes or adapters, or before calling a similarity high, two conditions in agreement, or a small gap a null.
Repository stars: 40,904 · Incomplete scan
Skill
macos-golden-gate-design
github/awesome-copilot · skills/macos-golden-gate-design
Design, implement, review, or refactor native macOS 27 Golden Gate interfaces in SwiftUI or AppKit. Use when a Mac app must match Apple's current macOS 27 UI kit and restrained Liquid Glass language: integrated windows, full-height sidebars, native toolbars, flat lists, tables, and forms, clear pane boundaries, accessible materials, and removal of unnecessary nested cards, framed panels, or glassmorphism. Also use for Figma macOS 27 design-to-code work and audits of interfaces that feel too boxed.
Repository stars: 40,904 · Incomplete scan
Skill
create-readme
github/awesome-copilot · skills/create-readme
Create a README.md file for the project
Repository stars: 40,904 · Incomplete scan
Skill
power-platform-mcp-connector-suite
github/awesome-copilot · skills/power-platform-mcp-connector-suite
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
Repository stars: 40,904 · Incomplete scan
Skill
noob-mode
github/awesome-copilot · skills/noob-mode
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicators.
Repository stars: 40,904 · Incomplete scan
Skill
python-azure-iot-edge-modules
github/awesome-copilot · skills/python-azure-iot-edge-modules
Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
Repository stars: 40,904 · Incomplete scan
Skill
postgresql-optimization
github/awesome-copilot · skills/postgresql-optimization
PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and PostgreSQL extensions ecosystem.
Repository stars: 40,904 · Incomplete scan
Skill
winmd-api-search
github/awesome-copilot · skills/winmd-api-search
Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).
Repository stars: 40,904 · Incomplete scan
Skill
arize-experiment
github/awesome-copilot · skills/arize-experiment
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI. Use when the user mentions create experiment, run experiment, compare models, model performance, evaluate AI, experiment results, benchmark, A/B test models, or measure accuracy.
Repository stars: 40,904 · Incomplete scan
Skill
react18-dep-compatibility
github/awesome-copilot · skills/react18-dep-compatibility
React 18.3.1 and React 19 dependency compatibility matrix.
Repository stars: 40,904 · Incomplete scan
Skill
md-to-docx
github/awesome-copilot · skills/md-to-docx
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required
Repository stars: 40,904 · Incomplete scan
Skill
update-specification
github/awesome-copilot · skills/update-specification
Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.
Repository stars: 40,904 · Incomplete scan
Skill
mcp-copilot-studio-server-generator
github/awesome-copilot · skills/mcp-copilot-studio-server-generator
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
Repository stars: 40,904 · Incomplete scan
Skill
anti-ui-slop
github/awesome-copilot · skills/anti-ui-slop
Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
Repository stars: 40,904 · Incomplete scan
Skill
code-exemplars-blueprint-generator
github/awesome-copilot · skills/code-exemplars-blueprint-generator
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.
Repository stars: 40,904 · Incomplete scan
Skill
create-llms
github/awesome-copilot · skills/create-llms
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
Repository stars: 40,904 · Incomplete scan
Skill
code-tour
github/awesome-copilot · skills/code-tour
Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code tour", "generate a tour", "onboarding tour", "tour for this PR", "tour for this bug", "RCA tour", "architecture tour", "explain how X works", "vibe check", "PR review tour", "contributor guide", "help someone ramp up", or any request for a structured walkthrough through code. Supports 20 developer personas (new joiner, bug fixer, architect, PR reviewer, vibecoder, security reviewer, and more), all CodeTour step types (file/line, selection, pattern, uri, commands, view), and tour-level fields (ref, isPrimary, nextTour). Works with any repository in any language.
Repository stars: 40,904 · Incomplete scan
Skill
power-platform-architect
github/awesome-copilot · skills/power-platform-architect
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.
Repository stars: 40,904 · Incomplete scan
Skill
pinecone-rag
github/awesome-copilot · skills/pinecone-rag
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.
Repository stars: 40,904 · Incomplete scan
Skill
gtm-enterprise-account-planning
github/awesome-copilot · skills/gtm-enterprise-account-planning
Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.
Repository stars: 40,904 · Incomplete scan
Skill
bench-read
github/awesome-copilot · skills/bench-read
Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.
Repository stars: 40,904 · Incomplete scan
Skill
power-bi-report-design-consultation
github/awesome-copilot · skills/power-bi-report-design-consultation
Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
Repository stars: 40,904 · Incomplete scan
Skill
create-github-issue-feature-from-specification
github/awesome-copilot · skills/create-github-issue-feature-from-specification
Create GitHub Issue for feature request from specification file using feature_request.yml template.
Repository stars: 40,904 · Incomplete scan
Skill
qdrant-version-upgrade
github/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.
Repository stars: 40,904 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
