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
DEdeepchem logo

deepchem

k-dense-ai/scientific-agent-skills

Molecular ML with diverse featurizers, pre-built datasets, and graph neural networks for property prediction.

1.7k installsAudited
COcode-reviewer logo

code-reviewer

davila7/claude-code-templates

Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.

747 installs
RDrdkit logo

rdkit

k-dense-ai/scientific-agent-skills

Comprehensive Python cheminformatics library for molecular analysis, descriptor calculation, fingerprinting, and chemical reactions.

1.7k installsAudited
PRproduct-taste-intuition logo

product-taste-intuition

refoundai/lenny-skills

Develop product judgment and intuition using frameworks from 10 product leaders.

1.7k installs
ANanalyse logo

analyse

neolabhq/context-engineering-kit

Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target

747 installsAudited
RErev-unicorn-debug logo

rev-unicorn-debug

p4nda0s/reverse-skills

Debug and emulate code fragments using the Unicorn engine with environment simulation.

1.7k installs
PRpre-session-end logo

pre-session-end

gjkim42/kanon-repo

Capture session learnings and propagate project settings before ending work.

1.7k installs
COcoverage logo

coverage

alirezarezvani/claude-skills

Analyze test coverage gaps and identify what's tested vs. missing.

1.7k installsAudited
REreport logo

report

alirezarezvani/claude-skills

Generate test reports with automatic routing to TestRail, Slack, GitHub, or HTML.

1.7k installsAudited
BEbenchling-integration logo

benchling-integration

k-dense-ai/scientific-agent-skills

Automate lab data workflows with Benchling's Python SDK and REST API integration.

1.7k installs
CLclaude-scientific-skills logo

claude-scientific-skills

sickn33/antigravity-awesome-skills

Scientific research and analysis skills

747 installsAudited
SAsafe-browser logo

safe-browser

Official
browserbase/skills

Build local browser agents constrained to allowlisted domains with safe_browser tool and Fetch interception.

1.7k installs
ANanalyse-problem logo

analyse-problem

neolabhq/context-engineering-kit

Comprehensive A3 one-page problem analysis with root cause and action plan

747 installsAudited
COconducting-interviews logo

conducting-interviews

refoundai/lenny-skills

Conduct effective hiring interviews using behavioral frameworks from 75 product leaders.

1.7k installs
CHchangelog-page-generator logo

changelog-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or structure a changelog or release notes page. Also use when the user mentions "changelog," "release notes," "what's new," "updates," "product updates," "version history," or "changelog.yourdomain.com." For sitewide page planning, use website-structure.

747 installsAudited
WRwriting-north-star-metrics logo

writing-north-star-metrics

refoundai/lenny-skills

Define your North Star metric using frameworks from 27 product leaders.

1.7k installs
KAkafka-development logo

kafka-development

mindrally/skills

Best practices for Apache Kafka event streaming and distributed messaging. Use when building event-driven architectures, implementing producer/consumer patterns, designing topic partitioning strategies, setting up Kafka Streams, configuring schema registries, or integrating change data capture pipelines.

747 installs
N8n8n-debugging-official logo

n8n-debugging-official

n8n-io/skills

Systematically diagnose and fix n8n workflow failures.

1.7k installs
CRcreate-evlog-adapter logo

create-evlog-adapter

hugorcd/evlog

Create a new built-in evlog adapter to send wide events to an external observability platform. Use when adding a new drain adapter (e.g., for Datadog, Sentry, Loki, Elasticsearch, etc.) to the evlog package. Covers source code, build config, package exports, tests, and all documentation.

747 installs
MAmarkdown-converter logo

markdown-converter

intellectronica/agent-skills

Convert PDFs, Word, Excel, PowerPoint, images, audio, and more to Markdown for LLM processing.

1.7k installs
HEheygen logo

heygen

heygen-com/skills

[DEPRECATED] AI avatar video creation—use create-video or avatar-video skills instead.

1.7k installs
REredesign-existing-projects logo

redesign-existing-projects

nexu-io/open-design

Audit and upgrade existing websites to premium quality without breaking functionality.

1.7k installsAudited
BE

beisen-job-management

senclaw-cdn.italent.cn

Agent skill from senclaw-cdn.italent.cn.

1.7k installs
ASa-stock-daily-report logo

a-stock-daily-report

zsxink/skills-hub

A股每日简报自动生成系统。抓取东方财富实时数据,生成包含大盘指数、热门板块、资金动向等完整信息的日报报告。

746 installs
DAdatamol logo

datamol

k-dense-ai/scientific-agent-skills

Pythonic RDKit wrapper for drug discovery: SMILES parsing, descriptors, fingerprints, clustering, and 3D conformers with sensible defaults.

1.7k installs
PYpyhealth logo

pyhealth

k-dense-ai/scientific-agent-skills

Build clinical deep-learning pipelines with PyHealth — EHR/signal/imaging datasets, prediction tasks, and medical code utilities.

1.7k installsAudited
DEdesign-system logo

design-system

jezweb/claude-skills

Extract a complete design system from an existing website or screenshot into a DESIGN.md file. Analyses colours, typography, component styles, spacing, and atmosphere through browser automation and HTML inspection. Produces a semantic design system document optimised for consistent page generation. Triggers: 'extract design system', 'design system', 'create DESIGN.md', 'analyse the design', 'what design does this site use', 'extract styles from', 'reverse engineer the design'.

746 installs
PRprompt-engineer logo

prompt-engineer

sickn33/agentic-awesome-skills

Transforms raw prompts into optimized ones using proven frameworks like Chain of Thought, RISEN, and RODES.

1.7k installsAudited
GLglossary-page-generator logo

glossary-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit glossary page content and structure. Also use when the user mentions "glossary," "definitions," "terminology," "industry terms," "glossary page," "term definitions," "vocabulary," "glossary SEO," or "definition page." For definitions at scale, use programmatic-seo.

746 installsAudited
GTgtm-enterprise-onboarding logo

gtm-enterprise-onboarding

Official
github/awesome-copilot

Four-phase enterprise onboarding framework preventing Week 4 ghosting and post-go-live adoption cliffs.

1.7k installsAudited