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
DA

dart-best-practices

kevmoo/dash_skills

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704 installsAudited
WP

wp-guard

amelnagdy/guard-skills

Review generated or changed WordPress code — plugins, themes, and blocks — before it ships. Best used reactively after an agent writes, edits, or reviews code touching WordPress APIs: add_action/add_filter, shortcodes, meta boxes, AJAX handlers, REST routes, WP_Query or $wpdb, widgets, or WP-CLI commands. Use on 'review this plugin', 'is this safe to ship', 'make this translatable', 'speed up this query', or after tasks like 'write a plugin' or 'add an endpoint/shortcode/meta box'. Enforces escaping and sanitization, nonces plus capability checks, prepared database queries, core-API-first development, translation-ready strings, and query/caching discipline. DO NOT USE for WooCommerce-specific order, product, or checkout logic (use woo-guard), non-WordPress PHP, generic code quality review (use clean-code-guard), test code review (use test-guard), server or hosting configuration, or conceptual WordPress questions.

704 installsAudited
DE

deployment-procedures

sickn33/antigravity-awesome-skills

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

704 installsAudited
PR

product-hunt-launch

kostja94/marketing-skills

When the user wants to launch on Product Hunt, prepare a PH submission, or plan launch day (hunter, first comment, timing, upvotes). Also use when the user mentions "Product Hunt," "launch on Product Hunt," "PH launch," "Product Hunt submission," "hunter," "Product of the Day," "upvotes," or "Product Hunt first comment." For multi-platform directory listings and paste-ready copy beyond PH, use directory-submission.

703 installsAudited
WO

woo-guard

amelnagdy/guard-skills

Review generated or changed WooCommerce code — extensions, payment and shipping integrations, checkout customizations, and order/product logic — before it ships. Best used reactively after an agent writes, edits, or reviews code touching WooCommerce APIs: wc_get_order, wc_get_orders, wc_get_product, WC() cart or session, woocommerce_* hooks, Store API endpoints, payment gateways, order or product meta, HPOS, subscriptions, or bookings. Use on 'review this Woo plugin', 'is this HPOS compatible', or after tasks like 'write a WooCommerce extension', 'add a checkout field', 'hook into the order flow', or 'update stock'. Enforces HPOS-safe order access, CRUD over direct meta, feature-compatibility declarations, server-side checkout validation, money-handling discipline, and hooks over template overrides. DO NOT USE for WordPress code without WooCommerce APIs (use wp-guard), generic code review (use clean-code-guard), test review (use test-guard), or store configuration and admin-screen questions.

703 installsAudited
MA

marketing-content-pipeline-automation

aradotso/marketing-skills

Automate content creation from research to video generation using AI (Claude, OpenAI) and Remotion

703 installs
RE

react-best-practices

sickn33/antigravity-awesome-skills

Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.

703 installsAudited
QU

query

neolabhq/context-engineering-kit

Search the FPF knowledge base and display hypothesis details with assurance information

703 installsAudited
TO

torch-geometric

k-dense-ai/scientific-agent-skills

PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.

703 installsAudited
SE

setup-context7-mcp

neolabhq/context-engineering-kit

Guide for setup Context7 MCP server to load documentation for specific technologies.

703 installs
WO

wordpress-penetration-testing

sickn33/antigravity-awesome-skills

Assess WordPress installations for common vulnerabilities and WordPress 7.0 attack surfaces.

702 installs
NO

notion-template-business

sickn33/antigravity-awesome-skills

Expert in building and selling Notion templates as a business - not

702 installs
EA

earnings-trade-analyzer

tradermonty/claude-trading-skills

Analyze recent post-earnings stocks using a 5-factor scoring system (Gap Size, Pre-Earnings Trend, Volume Trend, MA200 Position, MA50 Position). Scores each stock 0-100 and assigns A/B/C/D grades. Use when user asks about earnings trade analysis, post-earnings momentum screening, earnings gap scoring, or finding best recent earnings reactions.

702 installs
AG

agent-orchestration

yonatangross/orchestkit

Agent orchestration patterns for agentic loops, multi-agent coordination, alternative frameworks, and multi-scenario workflows. Use when building autonomous agent loops, coordinating multiple agents, evaluating CrewAI/AutoGen/Swarm, or orchestrating complex multi-step scenarios.

702 installs
CO

context-canary

juliusbrussee/skills

Install a per-turn canary signal (e.g. starting every reply with the user's name and a turn counter) so silent context degradation becomes visible the moment it happens, and run a recovery protocol when the canary trips. Use when the user mentions a "canary", "context canary", or "canary check", asks to detect context rot / compaction / drift, says "you stopped using my name" or "did you lose context", asks "how degraded is your context", or wants an early-warning system for long agent sessions.

702 installsAudited
CL

clawd-code-python-port

aradotso/trending-skills

Python port of Claude Code agent harness — tools, commands, task orchestration, and CLI entrypoint via oh-my-codex

702 installs
SC

scrum-master

alirezarezvani/claude-skills

Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams.

702 installs
BR

brand-monitoring

kostja94/marketing-skills

When the user wants to monitor brand mentions, detect trademark infringement, or set up brand monitoring. Also use when the user mentions "brand monitoring," "brand watch," "trademark watch," "brand mentions," "impersonation detection," "counterfeit detection," or "brand abuse monitoring." For enforcement, use brand-protection.

702 installsAudited
CO

companion-clis

runpod/skills

Companion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS.

702 installs
FL

flux-best-practices

black-forest-labs/skills

Comprehensive guide for BFL FLUX image generation models. Covers prompting, T2I, I2I, structured JSON, hex colors, typography, multi-reference editing, and model-specific best practices for FLUX.2 and FLUX.1 families.

702 installs
UM

umap-learn

k-dense-ai/scientific-agent-skills

Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.

702 installsAudited
AR

archive

camacho/ai-skills

Fills Outcomes & Learnings in a plan file and renames it to .done.md.

701 installsAudited
XC

xcodebuildmcp

cameroncooke/xcodebuildmcp

Official skill for XcodeBuildMCP. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation).

701 installsAudited
TE

test-anti-patterns

dotnet/skills

>

701 installsAudited
CR

create-workflow-command

neolabhq/context-engineering-kit

Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts

701 installsAudited
RU

ruff

astral-sh/claude-code-plugins

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

701 installsAudited
AN

antigravity-workflows

sickn33/antigravity-awesome-skills

Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.

701 installsAudited
RE

react18-dep-compatibility

Official
github/awesome-copilot

React 18.3.1 and React 19 dependency compatibility matrix.

701 installsAudited
SW

swarm-orchestration

ruvnet/ruflo

>

700 installs
RE

research-decision-room

nexu-io/open-design

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700 installsAudited