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.

11,427 skills
QUquality-playbook logo

quality-playbook

Official
github/awesome-copilot

Complete quality engineering audit: behavioral requirements, spec-traced tests, three-pass review, multi-model spec audit, and TDD-verified patches.

1.6k installs
FPfpga logo

fpga

mindrally/skills

FPGA development guidelines covering Vivado, SystemVerilog, timing closure, AXI interfaces, and hardware optimization.

742 installs
LAlaunch-checklist logo

launch-checklist

buildgreatproducts/builder-os

Generate a step-by-step launch guide tailored to your codebase and stack.

1.6k installsAudited
MEmermaid-visualizer logo

mermaid-visualizer

axtonliu/axton-obsidian-visual-skills

Transform text into professional Mermaid diagrams with automatic syntax error prevention.

1.6k installsAudited
WHwhere-was-this-taken logo

where-was-this-taken

useosint/skills

Establish where and when a photo or video was captured, verify authenticity, and document the evidence chain.

1.6k installsAudited
SEsentry-debug-issue logo

sentry-debug-issue

getsentry/sentry-for-ai

Debug and fix Sentry issues end-to-end: find, analyze, apply code fixes, and resolve via commit.

1.6k installs
CRcreate-assistant logo

create-assistant

vapiai/skills

Create Vapi voice AI assistant payloads or assistants through the Vapi API. Use when building phone or web call agents, generating assistant JSON, choosing safe default model/voice/transcriber settings, attaching existing Vapi tool IDs, adding assistant hooks, configuring HIPAA/compliance only when explicitly requested, or fixing Vapi assistant API validation errors.

742 installs
N8n8n-agents-official logo

n8n-agents-official

n8n-io/skills

Build AI agents, classifiers, extractors, and LLM chains in n8n using native LangChain nodes.

1.6k installs
GSgstack-workflow-assistant logo

gstack-workflow-assistant

reason-machines/trending-skills

Team of specialist AI workflows for Claude Code: CEO review, engineering planning, code review, shipping, QA testing, and browser automation.

1.6k installs
TOtorchcode-pytorch-interview-practice logo

torchcode-pytorch-interview-practice

aradotso/trending-skills

LeetCode-style PyTorch interview practice environment with auto-grading for implementing softmax, attention, GPT-2 and more from scratch.

741 installs
PHphylogenetics logo

phylogenetics

k-dense-ai/scientific-agent-skills

Build and analyze phylogenetic trees from sequence alignments using MAFFT, IQ-TREE 2, and FastTree.

1.6k installsAudited
TOtools-page-generator logo

tools-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit free tools pages. Also use when the user mentions "free tools," "tools page," "toolkit," "free [X] tool," "free [X] calculator," "free [X] checker," "lead magnet tool," "programmatic tools," or "tools hub." For content strategy, use content-strategy.

741 installsAudited
DEdepmap logo

depmap

k-dense-ai/scientific-agent-skills

Query the Cancer Dependency Map for CRISPR gene dependencies, drug sensitivity, and cancer vulnerabilities.

1.6k installsAudited
FDfda-consultant-specialist logo

fda-consultant-specialist

alirezarezvani/claude-skills

FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QMSR (21 CFR 820, which incorporates ISO 13485:2016 by reference since 2026-02-02; formerly QSR) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QMSR, QSR, ISO 13485 for FDA, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.

741 installs
DIdiffdock logo

diffdock

k-dense-ai/scientific-agent-skills

Predict 3D protein-ligand binding poses using diffusion models for structure-based drug discovery.

1.6k installsAudited
WEweb-search logo

web-search

jwynia/agent-skills

Search the web using the agent's built-in WebSearch tool. Use when you need to find current information, verify facts, or research topics. No API key required. Keywords: search, web, internet, lookup, find, research, current events, facts.

741 installs
COcontent-strategy logo

content-strategy

Official
anthropics/knowledge-work-plugins

Analyze sales data to build a prioritized 30-day content strategy—no assets, just what to push.

1.6k installsAudited
SYsynthetic-monitoring-checks logo

synthetic-monitoring-checks

grafana/skills

Author Grafana Cloud Synthetic Monitoring checks with k6 scripted, browser, and protocol-based reliability tests.

1.6k installs
REreact-2026 logo

react-2026

patternsdev/skills

Modern React 2026 stack guide: frameworks, build tools, routing, state management, and AI integration.

1.6k installsAudited
E2e2e-testing logo

e2e-testing

hieutrtr/ai1-skills

End-to-end testing with Playwright for full-stack Python/React applications

1.6k installsAudited
POpolymarket-copy-trading-bot logo

polymarket-copy-trading-bot

aradotso/trending-skills

TypeScript bot that monitors a Polymarket wallet and mirrors BUY trades to your own account via the Polymarket CLOB API on Polygon.

741 installs
IDidea-generator logo

idea-generator

buildgreatproducts/builder-os

Discover product ideas by mining what you already know or do.

1.6k installsAudited
DOdo-in-steps logo

do-in-steps

neolabhq/context-engineering-kit

Execute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.

740 installsAudited
ANanthropic-cybersecurity-skills logo

anthropic-cybersecurity-skills

reason-machines/security-skills

754 structured cybersecurity skills mapped to MITRE ATT&CK, NIST CSF, ATLAS, D3FEND, and NIST AI RMF frameworks.

1.6k installs
RArabbitmq-development logo

rabbitmq-development

mindrally/skills

Best practices and guidelines for RabbitMQ message queue development with AMQP protocol

740 installs
TRtreatment-plans logo

treatment-plans

k-dense-ai/scientific-agent-skills

Format and validate treatment-plan documentation after clinical decisions are verified by licensed professionals.

1.6k installsAudited
MEmedchem logo

medchem

k-dense-ai/scientific-agent-skills

Apply drug-likeness rules, structural alerts, and complexity filters to triage compound libraries in drug discovery.

1.6k installsAudited
REReview Changes logo

Review Changes

tirth8205/code-review-graph

Perform a structured code review using change detection and impact

740 installsAudited
GEgeniml logo

geniml

k-dense-ai/scientific-agent-skills

Audited local genomic-interval ML workflows with validated BED contracts, Region2Vec/scEmbed planning, and consensus universe assessment.

1.6k installsAudited
IT

ito-baskets

affaan-m/ecc

Agent skill from affaan-m/ecc.

1.6k installs