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
CO

codeql

trailofbits/skills

>-

5.3k installs
SU

superdesign

superdesigndev/superdesign-skill

>

5.3k installs
BU

build-dashboard

Official
anthropics/knowledge-work-plugins

Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file.

5.3k installs
QU

query-address-info

binance/binance-skills-hub

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5.3k installsAudited
PL

planning-with-files-zht

othmanadi/planning-with-files

基於 Manus 風格的檔案規劃系統,用於組織和追蹤複雜任務的進度。建立 task_plan.md、findings.md 和 progress.md 三個檔案。當使用者要求規劃、拆解或組織多步驟專案、研究任務或需要超過5次工具呼叫的工作時使用。支援 /clear 後的自動會話恢復。觸發詞:任務規劃、專案計畫、制定計畫、分解任務、多步驟規劃、進度追蹤、檔案規劃、幫我規劃、拆解專案

5.3k installs
TE

text-to-lottie

diffusionstudio/lottie

Create, edit, or fix Lottie/Bodymovin JSON animations for the local Skia Skottie player. Use for text-to-Lottie, SVG/logo/type animation, loaders/icons, state feedback, UI microinteractions, lower thirds, diagrams, data/stat/chart animations, product promos, scene/camera motion, visual effects, scene edits, slots/controls, and Skottie debugging.

5.3k installs
TA

tavily-dynamic-search

Official
tavily-ai/skills

|

5.3k installs
MA

marimo-pair

marimo-team/marimo-pair

>-

5.3k installs
CT

ctf-crypto

ljagiello/ctf-skills

Provides cryptography attack techniques for CTF challenges. Use when attacking encryption, hashing, signatures, ZKP, PRNG, or mathematical crypto problems involving RSA, AES, ECC, lattices, LWE, CVP, number theory, Coppersmith, Pollard, Wiener, padding oracle, GCM, key derivation, or stream/block cipher weaknesses.

5.3k installs
GE

geo-content-optimizer

aaron-he-zhu/seo-geo-claude-skills

Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-auditor; not for net-new drafting — use seo-content-writer. AI引用优化/GEO优化/AI搜索

5.3k installs
QU

query-token-audit

binance/binance-skills-hub

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5.2k installsAudited
AG

agent-harness-construction

affaan-m/everything-claude-code

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

5.2k installsAudited
GM

gmgn-cooking

gmgnai/gmgn-skills

[FINANCIAL EXECUTION] Create and launch meme coins and crypto tokens on launchpads (Pump.fun, FourMeme, Bonk, BAGS, Flap, Klik, Clanker, etc.) via bonding curve fair launch, or query token creation stats by launchpad via GMGN API. Requires explicit user confirmation. Use when user asks to create a token, launch a meme coin, cook a coin, deploy on a launchpad, or check launchpad creation stats on Solana, BSC, or Base.

5.2k installs
DJ

django-verification

affaan-m/everything-claude-code

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

5.2k installs
EX

expo-observe

expo/skills

Use for anything related to EAS Observe — adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive, the useObserve hook, and the Expo Router / React Navigation integrations for per-route metrics), querying via the EAS CLI (`eas observe:metrics-summary`, `observe:metrics`, `observe:routes`, `observe:events`, `observe:versions`), or interpreting the resulting metrics (cold/warm launch, TTR, TTI, navigation cold/warm TTR, update download, and the TTI frameRate params for triaging slow startups).

5.2k installsAudited
CT

ctf-osint

ljagiello/ctf-skills

Provides open source intelligence techniques for CTF challenges. Use when gathering information from public sources, social media, geolocation, DNS records, username enumeration, reverse image search, Google dorking, Wayback Machine, Tor relays, FEC filings, or identifying unknown data like hashes and coordinates.

5.2k installs
CL

clerk-astro-patterns

Official
clerk/skills

'Astro patterns with Clerk — middleware, SSR pages, island components,

5.2k installsAudited
SP

springboot-verification

affaan-m/everything-claude-code

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

5.2k installs
ME

mem-search

thedotmack/claude-mem

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

5.2k installs
DB

dbs-decision

dontbesilent2025/dbskill

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5.2k installsAudited
CO

cost-aware-llm-pipeline

affaan-m/everything-claude-code

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

5.2k installs
SP

speech-to-text

Official
elevenlabs/skills

Transcribe audio to text using ElevenLabs Scribe v2. Use when converting audio/video to text, generating subtitles, transcribing meetings, or processing spoken content.

5.2k installs
LJ

ljg-plain

lijigang/ljg-skills

Agent skill from lijigang/ljg-skills.

5.2k installs
AG

agentic-engineering

affaan-m/everything-claude-code

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

5.2k installs
LJ

ljg-learn

lijigang/ljg-skills

Deep concept anatomist that deconstructs any concept through 8 exploration dimensions (history, dialectics, phenomenology, linguistics, formalization, existentialism, aesthetics, meta-philosophy) and compresses insights into an epiphany. Use when user asks to explain, dissect, or deeply understand a concept, term, or idea. Triggers on '解剖概念', '概念解剖', 'explain concept', 'learn concept', '/ljg-learn'. Produces org-mode output.

5.2k installsAudited
LJ

ljg-writes

lijigang/ljg-skills

写作引擎。像手术刀剖开一个观点,一层层剥到底。1000-1500 字。

5.2k installsAudited
TA

task-management

Official
anthropics/knowledge-work-plugins

Simple task management using a shared TASKS.md file. Reference this when the user asks about their tasks, wants to add/complete tasks, or needs help tracking commitments.

5.1k installsAudited
CT

ctf-forensics

ljagiello/ctf-skills

Provides digital forensics and signal analysis techniques for CTF challenges. Use when analyzing disk images, memory dumps, event logs, network captures, cryptocurrency transactions, steganography, PDF analysis, Windows registry, Volatility, PCAP, Docker images, coredumps, side-channel power traces, DTMF audio spectrograms, packet timing analysis, CD audio disc images, or recovering deleted files and credentials.

5.1k installs
CH

changelog-generator

composiohq/awesome-claude-skills

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

5.1k installs
TH

threejs-geometry

cloudai-x/threejs-skills

Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.

5.1k installsAudited