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
SOsop-creator logo

sop-creator

ognjengt/founder-skills

Creates detailed Standard Operating Procedures (SOPs) for business processes. Use when user needs SOPs, process documentation, operational guides, workflow documentation, or step-by-step instructions for repeatable business processes.

745 installsAudited
PRproject-artifact logo

project-artifact

anthropics/claude-plugins-official

Generate and publish a tabbed project status page for multi-workstream initiatives, kept current and shareable with teammates.

1.7k installs
FIfix logo

fix

alirezarezvani/claude-skills

Diagnose and fix failing or flaky Playwright tests using a systematic taxonomy.

1.7k installsAudited
MSms365-tenant-manager logo

ms365-tenant-manager

alirezarezvani/claude-skills

Microsoft 365 tenant administration for Global Administrators. Automate M365 tenant setup, Office 365 admin tasks, Azure AD user management, Exchange Online configuration, Teams administration, and security policies. Generate PowerShell scripts for bulk operations, Conditional Access policies, license management, and compliance reporting. Use for M365 tenant manager, Office 365 admin, Azure AD users, Global Administrator, tenant configuration, or Microsoft 365 automation.

745 installs
LAlanding-page-generator logo

landing-page-generator

kostja94/marketing-skills

Deprecated—use page-builder in Pagina instead for landing page construction.

1.7k installsAudited
UIui-ux-expert logo

ui-ux-expert

martinholovsky/claude-skills-generator

Expert UI/UX designer specializing in user-centered design, accessibility (WCAG 2.2), design systems, and responsive interfaces. Use when designing web/mobile applications, implementing accessible interfaces, creating design systems, or conducting usability testing.

745 installs
FLfluidsim logo

fluidsim

k-dense-ai/scientific-agent-skills

Plan, configure, and analyze bounded FluidSim CFD simulations with numerical-validity and HPC safety checks.

1.7k installsAudited
AVavast-premium-security-malware-detection logo

avast-premium-security-malware-detection

aradotso/security-skills

Detect and analyze potential malware distribution repositories masquerading as legitimate security software

745 installs
ZAzarr-python logo

zarr-python

k-dense-ai/scientific-agent-skills

Chunked N-D arrays with compression and cloud I/O for large-scale scientific computing.

1.7k installsAudited
GIgithub-issue-creator logo

github-issue-creator

Official
google-gemini/gemini-cli

Agent skill from google-gemini/gemini-cli.

745 installsAudited
ARarboreto logo

arboreto

k-dense-ai/scientific-agent-skills

Infer gene regulatory networks from transcriptomics data using GRNBoost2 and GENIE3 with Dask-powered distributed computing.

1.7k installsAudited
COcosmos-dbt-core logo

cosmos-dbt-core

Official
astronomer/agents

Use when turning a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos. Does not cover dbt Fusion. Before implementing, verify dbt engine, warehouse, Airflow version, execution environment, DAG vs TaskGroup, and manifest availability.

745 installs
BObond-relative-value logo

bond-relative-value

Official
anthropics/financial-services

Analyze bond richness/cheapness via spread decomposition, yield curves, credit spreads, and scenario stress testing.

1.7k installsAudited
PRpr-triage logo

pr-triage

xtone/ai_development_tools

Analyze PR changes and classify them by category, surface issues, and required references for cost-optimized CI review.

1.7k installs
BE

beisen-recruiting-insights

senclaw-cdn.italent.cn

Agent skill from senclaw-cdn.italent.cn.

1.7k installs
REreview-local-changes logo

review-local-changes

neolabhq/context-engineering-kit

Review your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.

744 installs
SHshannon-ai-pentester logo

shannon-ai-pentester

reason-machines/trending-skills

Autonomous white-box AI pentester that analyzes source code and executes live exploits against web apps and APIs.

1.7k installs
ADadaptyv logo

adaptyv

k-dense-ai/scientific-agent-skills

Submit protein sequences to Adaptyv Bio's cloud lab for automated binding, thermostability, and expression assays via API or Python SDK.

1.7k installs
MOmolecular-dynamics logo

molecular-dynamics

k-dense-ai/scientific-agent-skills

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis for structural biology and drug binding studies.

1.7k installsAudited
PLplanning-under-uncertainty logo

planning-under-uncertainty

refoundai/lenny-skills

Navigate product planning when outcomes are unpredictable using adaptive frameworks from 44 product leaders.

1.7k installs
BE

beisen-talent-sourcing

senclaw-cdn.italent.cn

Agent skill from senclaw-cdn.italent.cn.

1.7k installs
SCscvi-tools logo

scvi-tools

k-dense-ai/scientific-agent-skills

Deep generative models for probabilistic single-cell omics analysis with batch correction and multimodal integration.

1.7k installs
DIdisclosure-page-generator logo

disclosure-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit an affiliate, sponsor, or paid partnership disclosure page. Also use when the user mentions "disclosure," "affiliate disclosure," "sponsored content," "FTC disclosure," or "paid partnership." For sitewide page planning, use website-structure.

744 installsAudited
GUguizang-material-illustration logo

guizang-material-illustration

op7418/guizang-material-illustration

Generate Guizang-style material illustrations and data visualizations from text, screenshots, or chart data.

1.7k installs
FEfeedback-page-generator logo

feedback-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit a feedback or roadmap page. Also use when the user mentions "feedback page," "roadmap," "feature requests," "vote on features," "Canny," "UserVoice," or "product feedback." For sitewide page planning, use website-structure.

744 installsAudited
BE

beisen-recruitment-demand-management

senclaw-cdn.italent.cn

Agent skill from senclaw-cdn.italent.cn.

1.7k installs
GIgithub-actions-hardening logo

github-actions-hardening

github/awesome-copilot

Security hardening reviewer for GitHub Actions workflows — detects injection, privilege escalation, and supply-chain risks.

1.7k installsAudited
STstartups-page-generator logo

startups-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit a startups, education, or special program page. Also use when the user mentions "startups program," "for startups," "education discount," "student plan," "for students," or "special pricing." For education discounts, use education-program.

744 installsAudited
NEneurokit2 logo

neurokit2

k-dense-ai/scientific-agent-skills

Build reproducible physiological time-series research workflows with NeuroKit2 preprocessing, peak detection, and complexity analysis.

1.7k installsAudited
ESesm logo

esm

k-dense-ai/scientific-agent-skills

Protein language models for sequence generation, structure prediction, and embeddings using ESM3, ESMC, and ESMFold2.

1.7k installs