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.

8,843 skills
HAharness-creator logo

harness-creator

walkinglabs/learn-harness-engineering

>-

1.1k installs
BUbuild-zoom-meeting-app logo

build-zoom-meeting-app

Official
anthropics/knowledge-work-plugins

Build or embed a Zoom meeting flow. Use when implementing Meeting SDK joins, web or mobile meeting embeds, meeting lifecycle flows, or when deciding between Meeting SDK and Video SDK.

1.1k installsAudited
CScs-feat-design logo

cs-feat-design

liuzhengdongfortest/codestable

feature 流程阶段 1——为新功能起草 {slug}-design.md 和 {slug}-checklist.yaml,先交给 cs-feat-design-review 做人审前方案审查,再由用户整体确认为 approved。触发:用户说"开始设计方案"、"写 design doc"、"准备实现 XX",前提是已知道做什么、为谁、怎么算成功。

1.1k installsAudited
CScs-feat-accept logo

cs-feat-accept

liuzhengdongfortest/codestable

feature 流程阶段 3——验收闭环:对照 design 核实现 + review 报告 + QA 报告或验收现场验证证据 + 盘点 cs-domain 候选(提示而非代写)+ 回写 requirement / roadmap,最后产出 {slug}-acceptance.md。触发:用户说"功能写完了验收一下"、"做最后检查"、"准备 merge"、"出验收报告"。前置依赖 cs-feat-impl 完成、cs-code-review 通过;如果未单独执行 cs-feat-qa,accept 必须现场补齐同等验证证据。

1.1k installsAudited
ZOzoom-rtms logo

zoom-rtms

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom RTMS. Use after routing to a live-media workflow when processing real-time audio, video, chat, transcripts, screen share, or contact-center voice streams.

1.1k installs
UNunderstand-dashboard logo

understand-dashboard

lum1104/understand-anything

Launch the interactive web dashboard to visualize a codebase's knowledge graph

1.1k installs
CScs-onboard logo

cs-onboard

liuzhengdongfortest/codestable

把新仓库或有零散文档的仓库接入 CodeStable 体系,两条路径自动判断:空仓库从零搭骨架,已有文档走审计 + 迁移映射。触发:用户说"在这个项目里用 CodeStable"、"搭 CodeStable 结构"、"初始化 CodeStable"、"迁移到 CodeStable"。

1.1k installsAudited
MUmuapi-logo-creator logo

muapi-logo-creator

samuraigpt/generative-media-skills

Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai

1.1k installsAudited
COcontact-center/android logo

contact-center/android

Official
anthropics/knowledge-work-plugins

Zoom Contact Center SDK for Android. Use for native Android chat/video/ZVA/scheduled callback integrations, campaign mode, service lifecycle, and rejoin handling.

1.1k installs
DEdebug-zoom logo

debug-zoom

Official
anthropics/knowledge-work-plugins

Debug a broken Zoom integration by isolating the failure point and routing into the right Zoom references. Use when auth, API, webhook, SDK, or MCP behavior is failing and you need a ranked hypothesis list plus verification steps.

1.1k installsAudited
PLplan-zoom-integration logo

plan-zoom-integration

Official
anthropics/knowledge-work-plugins

Turn a Zoom integration idea into an implementation plan with architecture, auth, and delivery milestones. Use when you need a practical build plan, phased delivery sequence, risk list, and next-step recommendation.

1.1k installsAudited
SYsystematic-literature-review logo

systematic-literature-review

bytedance/deer-flow

Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.

1.1k installs
TYtypescript-write logo

typescript-write

metabase/metabase

Write TypeScript and JavaScript code following Metabase coding standards and best practices. Use when developing or refactoring TypeScript/JavaScript code.

1.1k installs
WPwp-plugin-directory-guidelines logo

wp-plugin-directory-guidelines

Official
wordpress/agent-skills

Use when reviewing WordPress plugins for GPL compliance, checking license headers or compatibility, evaluating upsell/freemium/trialware patterns, validating plugin naming or trademark rules, checking plugin slugs, understanding why a plugin was rejected from WordPress.org, or answering any question about the 18 WordPress.org Plugin Directory guidelines — even if the user doesn't mention 'guidelines' explicitly.

1.1k installsAudited
MAmarkitdown logo

markitdown

julianobarbosa/claude-code-skills

Guide for using Microsoft MarkItDown - a Python utility for converting files to Markdown. Use when converting PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs, Jupyter notebooks, RSS feeds, or Wikipedia pages to Markdown format. Also use for document processing pipelines, LLM preprocessing, or text extraction tasks.

1.1k installs
SEsenior-backend logo

senior-backend

alirezarezvani/claude-skills

Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.

1.1k installs
CScs-brainstorm logo

cs-brainstorm

liuzhengdongfortest/codestable

想法还模糊时的讨论入口,做分诊后路由到 feature-design / feature-brainstorm / roadmap。AI 是思考伙伴不是记录员。触发:用户说"有个想法还没想清楚"、"先 brainstorm 一下"、"聊一聊这块"、"方向还在摇摆"。不处理 bug 和重构。

1.1k installsAudited
CScs-feat-impl logo

cs-feat-impl

liuzhengdongfortest/codestable

feature 流程阶段 2——按 {slug}-checklist.yaml 里 design 切好的 paradigm 维度 steps 推进,每步具体改哪个文件由 implement 自决,写完用统一格式汇报;也处理 cs-code-review 返回的 review-fix 和 cs-feat-qa 返回的 qa-fix。触发:用户说"方案确认了开始实现"、"按方案写代码"、"开工"、"修 review blocking"、"修 QA 失败项"。前提是 design 已 approved 且有 checklist。遇到方案外情况要回方案谈不要硬冲。

1.1k installsAudited
JWjwt-security logo

jwt-security

mindrally/skills

Guidelines for implementing JWT authentication with security best practices for token creation, validation, and storage

1.1k installs
ZOzoom-video-sdk-android logo

zoom-video-sdk-android

Official
anthropics/knowledge-work-plugins

|

1.1k installs
POportable-text-conversion logo

portable-text-conversion

Official
sanity-io/agent-toolkit

Convert HTML and Markdown content into Portable Text blocks for Sanity. Use when migrating content from legacy CMSs, importing HTML or Markdown into Sanity, building content pipelines that ingest external content, converting rich text between formats, or programmatically creating Portable Text documents. Covers @portabletext/markdown (markdownToPortableText), @portabletext/block-tools (htmlToBlocks), custom deserializers, and the Portable Text specification for manual block construction.

1.1k installs
BUbuild-zoom-team-chat-app logo

build-zoom-team-chat-app

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom Team Chat. Use after routing to a chat workflow when building user-scoped messaging integrations, chatbot experiences, rich cards, buttons, slash commands, or chat webhooks.

1.1k installs
SEsetup-zoom-mcp logo

setup-zoom-mcp

Official
anthropics/knowledge-work-plugins

Decide when Zoom MCP is the right fit and produce a safe setup plan for Claude. Use when planning AI workflows over Zoom data, deciding between MCP and REST, or defining a hybrid MCP architecture.

1.1k installsAudited
SCscientific-slides logo

scientific-slides

davila7/claude-code-templates

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.

1.1k installs
SWswiftlint logo

swiftlint

dpearson2699/swift-ios-skills

Configures and enforces SwiftLint in Swift projects using build tool plugins, run scripts, and CI. Covers .swiftlint.yml configuration, disabled_rules, opt_in_rules, only_rules, analyzer_rules, baselines, autocorrect, swiftlint:disable suppressions, reporter formats (sarif, json, checkstyle), strict and lenient modes, SwiftLintBuildToolPlugin via SimplyDanny/SwiftLintPlugins, swift package plugin swiftlint, Xcode run script phases, CI integration, multiple configuration files, and rollout strategies for existing codebases. Use when setting up SwiftLint, configuring lint rules, suppressing warnings, creating baselines, choosing between build tool plugin and run script, or integrating SwiftLint into CI.

1.1k installs
ACacquire-codebase-knowledge logo

acquire-codebase-knowledge

Official
github/awesome-copilot

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 repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.

1.1k installsAudited
VIvirtual-agent/android logo

virtual-agent/android

Official
anthropics/knowledge-work-plugins

Zoom Virtual Agent Android integration via WebView. Use for Java/Kotlin bridge callbacks, native URL handling, support_handoff relay, and lifecycle-safe embedding.

1.1k installs
CScs-refactor logo

cs-refactor

liuzhengdongfortest/codestable

代码优化的子流程入口,处理"行为不变、结构变"的工作(结构 / 性能 / 可读性),按 scan → design → apply 分步执行每步人工放行。触发:用户说"优化一下 / 重构 / 重写 / 拆一下 / 性能不行 / 代码太长"且不夹带行为改动。不处理新需求 / bug / 跨模块架构重划。

1.1k installsAudited
COcontext-window-management logo

context-window-management

sickn33/antigravity-awesome-skills

Strategies for managing LLM context windows including

1.1k installsAudited
ZOzoom-cobrowse-sdk logo

zoom-cobrowse-sdk

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom Cobrowse SDK. Use after routing to a collaborative-support workflow when implementing browser co-browsing, annotation tools, privacy masking, remote assist, or PIN-based session sharing.

1.1k installs