PluginBench

AI Skills

Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.

9,639 skills
PO

power-bi-performance-troubleshooting

Official
github/awesome-copilot

A systematic diagnostic guide for finding and fixing Power BI model, report, and query performance bottlenecks.

8.6k installs
TY

typespec-api-operations

Official
github/awesome-copilot

Add CRUD REST operations (GET/POST/PATCH/DELETE) with routing, params, and adaptive cards to a TypeSpec API plugin.

8.6k installsAudited
BI

bigquery-pipeline-audit

Official
github/awesome-copilot

Audits Python + BigQuery pipelines for cost blowups, unsafe reruns, and silent failures before they hit production.

8.6k installs
CO

containerize-aspnetcore

Official
github/awesome-copilot

Generates a customized, multi-stage Dockerfile and .dockerignore for containerizing an ASP.NET Core project.

8.6k installs
SU

suggest-awesome-github-copilot-agents

Official
github/awesome-copilot

Finds and recommends GitHub Copilot Custom Agents from awesome-copilot, flagging duplicates and outdated versions.

8.6k installs
CS

csharp-tunit

Official
github/awesome-copilot

Reference guide for writing modern, fast C# unit tests with TUnit, including data-driven testing and xUnit migration tips.

8.6k installs
EM

emblem-memecoin-scout

emblemcompany/agent-skills

Find trending memecoins and run rug-pull risk checks across Solana, Base, and Hedera via EmblemAI.

8.6k installs
GE

gen-specs-as-issues

Official
github/awesome-copilot

Turns a codebase audit into prioritized, ready-to-file GitHub issue specs for missing features.

8.6k installs
TL

tldr-prompt

Official
github/awesome-copilot

Turns verbose Copilot files, MCP docs, or documentation URLs into quick tldr-style chat summaries.

8.6k installs
SU

suggest-awesome-github-copilot-instructions

Official
github/awesome-copilot

Finds and suggests relevant Copilot instruction files from awesome-copilot, flags duplicates and outdated ones.

8.6k installs
ST

structured-autonomy-generate

Official
github/awesome-copilot

Turns a PR plan.md into a complete, copy-paste-ready implementation.md with full code and verification checklists.

8.6k installs
PY

python-type-safety

wshobson/agents

Add robust Python type hints, generics, and protocols with strict mypy/pyright checking guidance.

8.6k installsAudited
FA

fabric-lakehouse

Official
github/awesome-copilot

Reference knowledge for designing and optimizing Microsoft Fabric Lakehouse solutions.

8.6k installs
JA

java-mcp-server-generator

Official
github/awesome-copilot

Scaffold a full Java MCP server project with the official SDK, Maven/Gradle, and optional Spring Boot.

8.6k installs
CL

clean-code

sickn33/antigravity-awesome-skills

Apply Uncle Bob's Clean Code principles to write, review, and refactor more readable, maintainable code.

8.6k installsAudited
DA

dataverse-python-quickstart

Official
github/awesome-copilot

Generate ready-to-use Python snippets for Microsoft Dataverse SDK setup, CRUD, bulk ops, and paging.

8.6k installs
CO

copilot-usage-metrics

Official
github/awesome-copilot

Pull GitHub Copilot adoption and usage stats for your org or enterprise straight from the CLI.

8.6k installs
SE

self-improvement

pskoett/self-improving-agent

Logs errors, corrections, and feature requests to markdown so coding agents learn from past mistakes.

8.6k installs
MI

mintlify

mintlify/docs

Guidance for writing and organizing Mintlify documentation sites correctly the first time.

8.6k installsAudited
EM

emblem-token-swap

emblemcompany/agent-skills

Swap and bridge crypto tokens across 6 blockchains with quote-then-confirm safety via EmblemAI.

8.6k installs
DB

dbs-agent-migration

dontbesilent2025/dbskill

把混乱的 Claude Code / Codex / Grok 配置审计、整理成三端一致、可维护的 Agent 工作台。

8.6k installsAudited
MC

mcp-create-adaptive-cards

Official
github/awesome-copilot

Add Adaptive Card response templates to MCP API plugins for rich visual output in Microsoft 365 Copilot.

8.6k installs
TR

transloadit-media-processing

Official
github/awesome-copilot

Encode, transform, and pipeline video, audio, image, and document files via Transloadit's cloud robots.

8.6k installs
FL

flutter-handling-concurrency

Official
flutter/skills

Guides choosing async/await vs. Dart isolates to keep Flutter UIs responsive during heavy work.

8.6k installsAudited
AP

apify-actor-development

Official
apify/agent-skills

Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Actor code.

8.6k installs
FE

fedora-linux-triage

Official
github/awesome-copilot

Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.

8.6k installs
MC

mcp-create-declarative-agent

Official
github/awesome-copilot

Skill converted from mcp-create-declarative-agent.prompt.md

8.6k installs
CR

create-spring-boot-kotlin-project

Official
github/awesome-copilot

Create Spring Boot Kotlin Project Skeleton

8.6k installs
PO

power-apps-code-app-scaffold

Official
github/awesome-copilot

Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration

8.6k installs
TY

typespec-create-api-plugin

Official
github/awesome-copilot

Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot

8.5k installs