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
MA

managing-imposter-syndrome

refoundai/lenny-skills

Help users work through feelings of inadequacy and self-doubt. Use when someone feels like a fraud, doubts their qualifications, is anxious about being "found out," or struggling with confidence in a new or challenging role.

1.4k installs
MA

manimgl-best-practices

adithya-s-k/manim_skill

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1.4k installs
OP

optimize

marketcalls/vectorbt-backtesting-skills

Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.

1.4k installsAudited
TR

triage

vinvcn/mattpocock-skills-zh-cn

Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.

1.4k installs
DI

difit

yoshiko-pg/difit

Ask the user for a code review through difit after code changes.

1.4k installs
SW

swift-concurrency-expert

dimillian/skills

Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions include adding Sendable conformance, applying @MainActor annotations, resolving actor isolation warnings, fixing data race diagnostics, and migrating completion handlers to async/await.

1.4k installsAudited
CO

cost-tracking

affaan-m/everything-claude-code

Track and report Claude Code token usage, spending, and budgets from the local ECC cost-tracker metrics log. Use when the user asks about costs, spending, usage, tokens, budgets, or cost breakdowns by model, session, or date.

1.4k installsAudited
AG

agent-browser

skills.volces.com

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

1.4k installsAudited
MI

microcopy

lobehub/lobehub

UI copy and microcopy guidelines. Use for user-facing copy, buttons, errors, empty states, onboarding, i18n wording, translation, or copy improvements in Chinese or English.

1.4k installsAudited
SE

security-generate-security-sample-data

elastic/agent-skills

>

1.4k installs
DE

desktop

lobehub/lobehub

Electron desktop development guide — IPC handlers, controllers, preload scripts, window/menu management.

1.4k installs
ME

media-relations

refoundai/lenny-skills

Help users build relationships with journalists and get press coverage. Use when someone is pitching reporters, preparing for media outreach, trying to get press coverage, or managing ongoing journalist relationships.

1.4k installs
CH

chunking-strategy

giuseppe-trisciuoglio/developer-kit

Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation systems, vector databases, or processing large documents.

1.4k installs
MO

mongodb

hoodini/ai-agents-skills

Work with MongoDB databases using best practices. Use when designing schemas, writing queries, building aggregation pipelines, or optimizing performance. Triggers on MongoDB, Mongoose, NoSQL, aggregation pipeline, document database, MongoDB Atlas.

1.4k installs
WW

wwas

phuryn/pm-skills

Create product backlog items in Why-What-Acceptance format — independent, valuable, testable items with strategic context. Use when writing structured backlog items, breaking features into work items, or using the WWA format.

1.4k installsAudited
UV

uv

astral-sh/claude-code-plugins

Agent skill from astral-sh/claude-code-plugins.

1.4k installsAudited
UN

uni-app

uni-helper/skills

Comprehensive skill reference for uni-app cross-platform development framework

1.4k installs
FI

finding-mentors-sponsors

refoundai/lenny-skills

Help users build relationships with mentors and sponsors for career growth. Use when someone is looking for career guidance, wants to find a mentor, needs an advocate at work, is trying to build their professional network, or asking how to get advice from senior leaders.

1.4k installs
ME

memory-setup

sundial-org/awesome-openclaw-skills

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and vector search setup.

1.4k installsAudited
DR

draft-nda

phuryn/pm-skills

Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses needing legal review. Use when creating confidentiality agreements or preparing an NDA for a partnership.

1.4k installs
AD

ads

agricidaniel/claude-ads

Multi-platform paid advertising audit and optimization skill. Analyzes Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, and Amazon Ads. 250+ checks with scoring, parallel agents, industry templates, AI creative generation, attribution and server-side tracking deep dives.

1.4k installs
CO

connecting-lambda-to-api-gateway

aws/agent-toolkit-for-aws

Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integration, permissions, and deployment. Always use this skill when connecting Lambda to API Gateway — it handles CORS, throttling, access logging, and production security hardening that are easy to miss.

1.4k installsAudited
GT

gtm-enterprise-account-planning

Official
github/awesome-copilot

Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.

1.4k installs
RE

remotion

nexu-io/open-design

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1.4k installs
SP

spring-ai-mcp-server-patterns

giuseppe-trisciuoglio/developer-kit

Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function calling and tool calling. Use when building MCP servers to extend AI capabilities with Spring's official AI framework, implementing AI tools, custom function calling, or MCP client integration.

1.4k installs
GI

git-guardrails-claude-code

vinvcn/mattpocock-skills-zh-cn

设置 Claude Code hooks,在危险 git commands(push, reset --hard, clean, branch -D 等)执行前阻止它们。Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

1.4k installsAudited
TE

tempo

grafana/skills

>

1.4k installsAudited
TE

team-rituals

refoundai/lenny-skills

Help users design effective team rituals. Use when someone is building team culture, creating recurring team practices, trying to improve team communication, or establishing operational rhythms for their organization.

1.4k installs
GS

gsd-2-agent-framework

aradotso/trending-skills

Meta-prompting, context engineering, and spec-driven development system for autonomous long-running coding agents

1.4k installs
VO

voice-changer

Official
elevenlabs/skills

Transform the voice in an audio recording into a different target voice while preserving emotion, timing, and delivery using the ElevenLabs Voice Changer (speech-to-speech) API. Use when converting one voice to another, changing the speaker/narrator of an existing recording, dubbing a voice-over in a different voice, creating character voices from a scratch performance, anonymizing a speaker, or any "voice conversion / voice transfer / speech-to-speech" task. Make sure to use this skill whenever the user mentions voice changing, voice conversion, speech-to-speech, swapping a voice in audio, re-voicing a clip, or applying a different voice to an existing recording — even if they don't explicitly say "voice changer".

1.4k installsAudited