Skill rating
433 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 1 | A | Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persi | 100 | 96 | C | — | ★ 38 928 | 20 h ago | |
| 2 | A | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this rep | 100 | 95 | C | — | ★ 38 928 | 20 h ago | |
| 3 | A | Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for promp | 100 | 94 | C | — | ★ 38 928 | 20 h ago | |
| 4 | A | Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram, PostgreSQL schema visu | 100 | 95 | B | — | ★ 38 928 | 20 h ago | |
| 5 | A | 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", | 100 | 96 | A | — | ★ 38 928 | 20 h ago | |
| 6 | A | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resem | 100 | 96 | A | — | ★ 38 928 | 20 h ago | |
| 7 | A | Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech. Rewrites written prose for the ear before synthesising. Use when the us | 100 | 95 | B | — | ★ 38 928 | 20 h ago | |
| 8 | A | Mistake-proof code so misuse cannot be expressed, rather than warning against it. Use when designing an interface, schema, or state machine and the user wants it hard to get wrong ("make invalid state | 100 | 94 | C | — | ★ 38 928 | 20 h ago | |
| 9 | A | terraform-azurerm-set-diff-analyzerAnalyzerTerraformAzureInfrastructuregithub/awesome-copilotAgent Skills Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terrafor | 100 | 92 | C | — | ★ 38 928 | 20 h ago | |
| 10 | A | Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional Commits format. Use when asked to "write | 100 | 93 | B | — | ★ 38 928 | 20 h ago | |
| 11 | A | Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor's paid ads. Trigger for prompts like "what ads is [competitor] running", "tear down their ad strategy", "compe | 100 | 93 | B | — | ★ 38 928 | 20 h ago | |
| 12 | A | Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someon | 100 | 92 | B | — | ★ 38 928 | 20 h ago | |
| 13 | A | Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss — untrusted-input sc | 99 | 93 | C | — | ★ 38 928 | 20 h ago | |
| 14 | A | Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick one to explore, explains it in their project languag | 100 | 93 | C | — | ★ 38 928 | 20 h ago | |
| 15 | A | Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics, interfaces, capabilities, cro | 100 | 93 | C | — | ★ 38 928 | 20 h ago | |
| 16 | A | 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 | 100 | 93 | B | — | ★ 38 928 | 20 h ago | |
| 17 | A | Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include "show my PRs | 100 | 92 | C | — | ★ 38 928 | 20 h ago | |
| 18 | A | Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for "webmcpify", "add WebMCP", or "expose app actions to AI | 100 | 92 | C | — | ★ 38 928 | 20 h ago | |
| 19 | A | Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a well-formed message. Use when asked to "write a gitmo | 100 | 92 | C | — | ★ 38 928 | 20 h ago | |
| 20 | A | react-container-presentation-componentGeneratorSoftware developmentgithub/awesome-copilotClaude Code 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 files that follow this repository's TypeSc | 100 | 91 | B | — | ★ 38 928 | 20 h ago | |
| 21 | A | Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses | 100 | 90 | B | — | ★ 38 928 | 20 h ago | |
| 22 | A | flowstudio-power-automate-mcpProcedureGitHubAI and agentsSoftware developmentgithub/awesome-copilotAgent Skills 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 | 99 | 91 | B | — | ★ 38 928 | 20 h ago | |
| 23 | A | gsap-framer-scroll-animationGeneratorSoftware developmentAI and agentsgithub/awesome-copilotAgent Skills Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text animations, or any motion tied to scroll | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 24 | A | End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetr | 100 | 91 | D | — | ★ 38 928 | 20 h ago | |
| 25 | A | Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sour | 98 | 93 | C | — | ★ 38 928 | 20 h ago | |
| 26 | A | optimize-simplicite-logsGeneratorSoftware developmentWriting and documentsgithub/awesome-copilotAgent Skills capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON. | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 27 | A | d365-solution-blueprintIntegrationWriting and documentsInfrastructuregithub/awesome-copilotAgent Skills Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect interview, establishing scope, target operating model, app | 100 | 89 | F will not run | — | ★ 38 928 | 20 h ago | |
| 28 | A | Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection bef | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 29 | A | pester-should-migrationProcedureInfrastructureWriting and documentsgithub/awesome-copilotClaude Code Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g. `Should -Be` -> `Should-Be`, `Should -N | 100 | 91 | C | — | ★ 38 928 | 20 h ago | |
| 30 | A | Converts Excel (.xlsx) workbooks 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 | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 31 | A | Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; apply | 100 | 91 | C | — | ★ 38 928 | 20 h ago | |
| 32 | A | Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when:
- Generating SHA-256 integrity manifests for agent plugins or tool packages
- Verifying that installed | 100 | 89 | C | — | ★ 38 928 | 20 h ago | |
| 33 | A | convert-word-to-mdGeneratorWordExcelData and analyticsWriting and documentsgithub/awesome-copilotAgent Skills 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 | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 34 | A | Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets wrong without guidance — stale versions (0.x preview | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 35 | A | 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 bounda | 100 | 89 | C | — | ★ 38 928 | 20 h ago | |
| 36 | A | Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when:
- Reviewing .mcp.json files for security risks
- Checking MCP server args for hardcoded secrets or sh | 99 | 92 | C | — | ★ 38 928 | 20 h ago | |
| 37 | A | Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design | 100 | 91 | C | — | ★ 38 928 | 20 h ago | |
| 38 | A | convert-pdf-to-mdGeneratorPDFWordData and analyticsWriting and documentsgithub/awesome-copilotAgent Skills Converts PDF (.pdf) 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 | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 39 | A | 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 timestam | 100 | 91 | C | — | ★ 38 928 | 20 h ago | |
| 40 | A | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or | 100 | 89 | C | — | ★ 38 928 | 20 h ago | |
| 41 | A | Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skill whenever the user w | 100 | 89 | B | — | ★ 38 928 | 20 h ago | |
| 42 | A | .NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Win | 100 | 91 | B | — | ★ 38 928 | 20 h ago | |
| 43 | A | OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production. | 100 | 89 | D | — | ★ 38 928 | 20 h ago | |
| 44 | A | Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstash Redis, needs Redis from a Next.js route han | 100 | 89 | B | — | ★ 38 928 | 20 h ago | |
| 45 | A | Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, tes | 100 | 89 | C | — | ★ 38 928 | 20 h ago | |
| 46 | A | 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 s | 100 | 89 | B | — | ★ 38 928 | 20 h ago | |
| 47 | A | Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals. Use when the user says "steno mode", "shorthand mode", "compressed respo | 100 | 90 | C | — | ★ 38 928 | 20 h ago | |
| 48 | A | Uploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachments, downloads GitHub user-attachments, and embeds local files in a PR, issue, or comment. Use when asked to "attach a | 100 | 89 | C | — | ★ 38 928 | 20 h ago | |
| 49 | A | planning-oracle-to-postgres-migration-integration-testingIntegrationPostgreSQLData and analyticsgithub/awesome-copilotAgent Skills Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that in | 100 | 87 | C | — | ★ 38 928 | 20 h ago | |
| 50 | A | flowstudio-power-automate-monitoringProcedureInfrastructureAI and agentsgithub/awesome-copilotAgent Skills Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app inventory, inactive owners, and compliance/health r | 100 | 87 | C | — | ★ 38 928 | 20 h ago |