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
CE

ce-clean-gone-branches

everyinc/compound-engineering-plugin

Clean up local branches whose remote tracking branch is gone. Use when the user says "clean up branches", "delete gone branches", "prune local branches", "clean gone", or wants to remove stale local branches that no longer exist on the remote. Also handles removing associated worktrees for branches that have them.

1.7k installsAudited
LI

literature-review

affaan-m/everything-claude-code

Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.

1.7k installs
RE

recon-and-methodology

yaklang/hack-skills

>-

1.7k installs
BA

backtesting-trading-strategies

gracefullight/stock-checker

|

1.7k installs
AG

agent-platform-model-registry

google/skills

>-

1.7k installsAudited
SE

security-case-management

elastic/agent-skills

>

1.7k installs
US

user-stories

phuryn/pm-skills

Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use when writing user stories, breaking down features into backlog items, or defining acceptance criteria.

1.7k installsAudited
DB

dbskill-upgrade

dontbesilent2025/dbskill

升级 dbskill 到最新版本

1.7k installs
DA

daily-update

ar9av/obsidian-wiki

>

1.7k installs
CA

capacity-plan

Official
anthropics/knowledge-work-plugins

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or deprioritize, or stress-testing whether upcoming projects fit the people you have.

1.7k installsAudited
SW

swiftui-webkit

dpearson2699/swift-ios-skills

Embeds and controls web content in SwiftUI with WebKit for SwiftUI, including WebView, WebPage, navigation policies, JavaScript execution, observable page state, link interception, local HTML or data loading, and custom URL schemes. Use when building iOS 26+ article/detail views, help centers, in-app documentation, or other embedded web experiences backed by HTML, CSS, and JavaScript.

1.7k installs
ON

onboarding

Official
anthropics/knowledge-work-plugins

Generate an onboarding checklist and first-week plan for a new hire. Use when someone has a start date coming up, building the pre-start task list (accounts, equipment, buddy), scheduling Day 1 and Week 1, or setting 30/60/90-day goals for a new team member.

1.7k installsAudited
IN

InDesign

sfkislev/flue

Control Adobe InDesign from the shell via Flue - ExtendScript bridges without an MCP server.

1.7k installsAudited
SH

shader-dev

minimax-ai/skills

Comprehensive GLSL shader techniques for creating stunning visual effects — ray marching, SDF modeling, fluid simulation, particle systems, procedural generation, lighting, post-processing, and more.

1.7k installsAudited
DE

design-systems

refoundai/lenny-skills

Help users build and scale design systems. Use when someone is creating a component library, establishing design tokens, scaling brand consistency, or deciding when to invest in a design system.

1.7k installsAudited
SE

sentry-sdk-skill-creator

Official
getsentry/sentry-for-ai

Create a complete Sentry SDK skill bundle for any platform. Use when asked to "create an SDK skill", "add a new platform skill", "write a Sentry skill for X", or build a new sentry-<platform>-sdk skill bundle with wizard flow and feature reference files.

1.7k installs
AP

api-recon-and-docs

yaklang/hack-skills

>-

1.7k installs
CL

clean-code-guard

amelnagdy/guard-skills

Review generated or changed production code before it ships, using Clean Code, SOLID, DRY, KISS, YAGNI, and LLM-specific failure-mode checks in any programming language. Best used reactively after an agent writes, edits, refactors, or fixes code, before presenting, committing, or merging the result. Use when the user asks "review this PR", "is this safe to merge?", "make this cleaner", "audit this code", "refactor this", "fix this bug", or after a coding agent produced implementation code. Can also guide writing when explicitly invoked before a risky edit. DO NOT USE for factual/conceptual questions, CI/tooling config, git workflow, running/debugging tests, pure architecture discussion, prose writing, data analysis, or test-code review (use test-guard).

1.7k installsAudited
CE

ce-report-bug

everyinc/compound-engineering-plugin

Report a bug in the compound-engineering plugin

1.7k installsAudited
RH

rhwp-advanced

nomadamas/k-skill

Debug HWP layout, dump document IR, compare versions, extract thumbnails, and unlock read-only HWPs with the upstream rhwp Rust CLI (export-svg/dump/dump-pages/ir-diff/thumbnail/convert).

1.7k installsAudited
AP

api-auth-and-jwt-abuse

yaklang/hack-skills

>-

1.7k installs
NA

naver-news-search

nomadamas/k-skill

네이버 검색 Open API 뉴스 검색(news.json)을 k-skill-proxy 경유로 조회해 최신 뉴스 기사 제목·발행시각·링크·요약을 보수적으로 정리한다. 사용자는 별도 API 키 발급 없이 호출한다.

1.7k installsAudited
TE

technical-roadmaps

refoundai/lenny-skills

Help users create technical roadmaps. Use when someone is planning engineering work, prioritizing tech debt, building architecture roadmaps, or aligning technical and product strategy.

1.7k installs
UI

ui-ux-designer

lotosbin/claude-skills

Agent skill from lotosbin/claude-skills.

1.7k installs
US

user-onboarding

refoundai/lenny-skills

Help users design effective product onboarding. Use when someone is creating first-user experiences, trying to improve activation rates, designing the first 30 seconds of product usage, or working on the path to the aha moment.

1.7k installs
ME

memory-leak-audit

Official
microsoft/vscode

Audit code for memory leaks and disposable issues. Use when reviewing event listeners, DOM handlers, lifecycle callbacks, or fixing leak reports. Covers addDisposableListener, Event.once, MutableDisposable, DisposableStore, and onWillDispose patterns.

1.7k installs
FU

fusion-issue-authoring

equinor/fusion-skills

Classify issue type, activate the matching agent mode for type-specific drafting, and enforce shared safety gates before GitHub mutation.

1.7k installs
CH

chrome-devtools-cli

chromedevtools/chrome-devtools-mcp

Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.

1.7k installs
DI

digest

Official
anthropics/knowledge-work-plugins

Generate a daily or weekly digest of activity across all connected sources. Use when catching up after time away, starting the day and wanting a summary of mentions and action items, or reviewing a week's decisions and document updates grouped by project.

1.7k installsAudited
MC

mcp-deepwiki

aahl/skills

Skills for accessing and searching docs in DeepWiki/GitHub’s public code repositories can help users understand open-source project source codes, and users can also ask questions directly about the code docs.

1.7k installs