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
MU

multi-agent-brainstorming

sickn33/antigravity-awesome-skills

Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.

1.1k installsAudited
KO

korean-transit-route

nomadamas/k-skill

Korean door-to-door public transit routing (subway + bus + walking) via ODsay LIVE API with Kakao geocoding for address-to-address queries. Use when the user asks for 지하철/버스/대중교통 길찾기, 환승 경로, 소요시간, or transit directions between two places in Korea.

1.1k installs
QD

qdrant-minimize-latency

qdrant/skills

Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or 'latency spikes'.

1.1k installs
TR

trpc-type-safety

bobmatnyc/claude-mpm-skills

tRPC end-to-end type-safe APIs for TypeScript with React Query integration and full-stack type safety

1.1k installs
NO

novelty-assessment

lingzhi227/agent-research-skills

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research direction.

1.1k installs
WO

workflow-automation

ruvnet/ruflo

>

1.1k installs
AP

appwrite-typescript

appwrite/agent-skills

Appwrite TypeScript SDK skill. Use when building browser-based JavaScript/TypeScript apps, React Native mobile apps, or server-side Node.js/Deno backends with Appwrite. Covers client-side auth (email, OAuth, anonymous), database queries, file uploads, real-time subscriptions, and server-side admin via API keys for user management, database administration, storage, and functions.

1.1k installs
ST

stripe-directory

stripe/ai

>-

1.1k installs
SE

session-report

Official
anthropics/claude-plugins-official

Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.

1.1k installs
RE

research-summarizer

alirezarezvani/claude-skills

Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.

1.1k installs
EX

express-bus-booking

nomadamas/k-skill

Search and assist Korean 고속버스/KOBUS bookings using official HTTP/API-first flows; use for 고속버스 예매, 시간표, 좌석 조회, 임시 선점, and official checkout-entry handoff.

1.1k installs
MA

mapbox-token-security

Official
mapbox/mapbox-agent-skills

Security best practices for Mapbox access tokens, including scope management, URL restrictions, rotation strategies, and protecting sensitive data. Use when creating, managing, or advising on Mapbox token security.

1.1k installsAudited
UN

unsplash-downloader

serpdownloaders/skills

Download high-resolution photos from Unsplash with collections support

1.1k installs
CA

capture-api-response-test-fixture

Official
vercel/ai

Capture API response test fixture.

1.1k installsAudited
TE

technical-analyst

tradermonty/claude-trading-skills

This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs. Use this skill when the user provides chart images and requests technical analysis, trend identification, support/resistance levels, scenario planning, or probability assessments based purely on chart data without consideration of news or fundamental factors.

1.1k installs
PO

post-mortem

boshu2/agentops

Review completed work and learn. Use when: a task, PR arc, or session is finished and you want to extract learnings, or after ≥5 PRs (the scope checkpoint).

1.1k installs
PL

plan

boshu2/agentops

Decompose goals into issue plans. Triggers: "plan", "decompose goals into issue plans.", "plan skill".

1.1k installs
SI

sigma

sanyuan0704/code-review-expert

Personalized 1-on-1 AI tutor using Bloom's 2-Sigma mastery learning. Guides users through any topic with Socratic questioning, adaptive pacing, and rich visual output (HTML dashboards, Excalidraw concept maps, generated images). Use when user wants to learn something, study a topic, understand a concept, requests tutoring, says 'teach me', 'I want to learn', 'explain X to me step by step', 'help me understand', or invokes /sigma. Triggers on: learn, study, teach, tutor, understand, master, explain step by step.

1.1k installsAudited
CS

cs-explore

liuzhengdongfortest/codestable

对仓库做定向代码探索并把"提问→读代码→得结论"沉淀为可检索证据,三种类型 question / module-overview / spike。触发:用户说"先 explore 一下"、"这个仓库里 X 怎么实现"、"快速熟悉这个模块"、"把探索结果存档"。

1.1k installsAudited
DE

deployment

railwayapp/railway-skills

This skill should be used when the user wants to manage Railway deployments, view logs, or debug issues. Covers deployment lifecycle (remove, stop, redeploy, restart), deployment visibility (list, status, history), and troubleshooting (logs, errors, failures, crashes, why deploy failed). NOT for deleting services - use environment skill with isDeleted for that.

1.1k installsAudited
SE

security-audit

ruvnet/ruflo

>

1.1k installs
RU

rust-skill-creator

actionbook/rust-skills

Use when creating skills for Rust crates or std library documentation. Keywords: create rust skill, create crate skill, create std skill, 创建 rust skill, 创建 crate skill, 创建 std skill, 动态 rust skill, 动态 crate skill, skill for tokio, skill for serde, skill for axum, generate rust skill, rust 技能, crate 技能, 从文档创建skill, from docs create skill

1.1k installs
MA

mapbox-search-integration

Official
mapbox/mapbox-agent-skills

Complete workflow for implementing Mapbox search in applications - from discovery questions to production-ready integration with best practices

1.1k installsAudited
CS

cs-learn

liuzhengdongfortest/codestable

把踩过的坑或好做法沉淀成可检索的 learning 文档,两条轨道 pitfall(坑)/ knowledge(默认做法)。触发:用户说"沉淀知识"、"learning"、"把这次经验记下来",或 acceptance / fix 收尾时推送。

1.1k installsAudited
GO

gongsijiga-search

nomadamas/k-skill

|

1.1k installs
AG

agent-skills

Official
datadog-labs/agent-skills

Datadog skills for AI agents. Essential monitoring, logging, tracing and observability.

1.1k installs
OP

open-prose

frames-engineering/skills

|

1.1k installs
QD

qdrant-deployment-options

qdrant/skills

Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.

1.1k installsAudited
DD

dd-logs

Official
datadog-labs/agent-skills

Log management - search, archives, metrics, and cost control.

1.1k installsAudited
DO

donation-place-search

nomadamas/k-skill

Use when the user asks where to donate, 기부처 조회, or donation place recommendations by Korean location and category. Recommend recipients with best-effort 1365 verification-assist links and never execute donations.

1.1k installs