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.

8,843 skills
PYpython-observability logo

python-observability

wshobson/agents

Structured logging, metrics, and distributed tracing patterns for Python applications.

8.0k installs
K8k8s-manifest-generator logo

k8s-manifest-generator

wshobson/agents

Generate production-ready Kubernetes manifests with built-in best practices and security standards.

8.0k installs
APapify-actorization logo

apify-actorization

Official
apify/agent-skills

Convert existing projects into Apify Actors—serverless cloud programs on the Apify platform.

8.0k installs
DEdependency-upgrade logo

dependency-upgrade

wshobson/agents

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.

8.0k installs
FRfrontend-ui-engineering logo

frontend-ui-engineering

addyosmani/agent-skills

Build production-quality UIs with design system adherence, accessibility, and no AI aesthetic.

8.0k installs
DAdart-resolve-package-conflicts logo

dart-resolve-package-conflicts

dart-lang/skills

Resolve Dart package version conflicts and manage dependency resolution when pub get fails.

8.0k installsAudited
COcode-review-expert logo

code-review-expert

sanyuan0704/code-review-expert

Expert code review of git changes with SOLID, security, and architecture analysis.

8.0k installsAudited
DAdart-use-pattern-matching logo

dart-use-pattern-matching

dart-lang/skills

Use switch expressions and pattern matching to validate, destructure, and handle complex data structures in Dart.

8.0k installsAudited
AGagent-reach logo

agent-reach

panniantong/agent-reach

Internet research router for 15 platforms: search, social media, career, dev, web, video, and finance.

8.0k installs
SPspec-driven-development logo

spec-driven-development

addyosmani/agent-skills

Write structured specifications before coding to align on requirements and prevent rework.

8.0k installs
SHshopify-admin logo

shopify-admin

Official
shopify/shopify-ai-toolkit

Write and explain Shopify Admin GraphQL queries and mutations for app development.

8.0k installs
ATattack-tree-construction logo

attack-tree-construction

wshobson/agents

Visualize attack scenarios and defense gaps with systematic threat path mapping.

7.9k installs
CQcqrs-implementation logo

cqrs-implementation

wshobson/agents

Implement CQRS to separate read and write models for scalable, high-performance architectures.

7.9k installsAudited
DBdbt-transformation-patterns logo

dbt-transformation-patterns

wshobson/agents

Master dbt model organization, testing, documentation, and incremental strategies for analytics engineering.

7.9k installs
COcode-reviewer logo

code-reviewer

Official
google-gemini/gemini-cli

Review code changes and pull requests for correctness, maintainability, and project standards.

7.9k installs
COcompetitive-landscape logo

competitive-landscape

wshobson/agents

Analyze competition and craft winning market positioning using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.

7.9k installs
AIairflow-dag-patterns logo

airflow-dag-patterns

wshobson/agents

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.

7.9k installsAudited
HYhyperliquid logo

hyperliquid

starchild-ai-agent/official-skills

Trade perp futures, spot, and RWA on Hyperliquid DEX with up to asset max leverage.

7.9k installs
LAlangfuse logo

langfuse

Official
langfuse/skills

Query and modify Langfuse data via CLI, access documentation, and understand Langfuse features.

7.9k installs
TEtemporal-python-testing logo

temporal-python-testing

wshobson/agents

Test Temporal workflows with pytest, time-skipping, and mocking strategies.

7.9k installs
FLflutter-setting-up-on-macos logo

flutter-setting-up-on-macos

Official
flutter/skills

Configure macOS for Flutter development with Xcode, CocoaPods, and desktop support.

7.9k installs
OKokx-wallet-portfolio logo

okx-wallet-portfolio

okx/onchainos-skills

Look up wallet balances, token holdings, and portfolio value across 20+ blockchains by public address.

7.9k installs
OKokx-dex-token logo

okx-dex-token

okx/onchainos-skills

Search tokens, analyze holder distribution, track trades, and assess risk on OKX DEX.

7.9k installs
DAdart-collect-coverage logo

dart-collect-coverage

dart-lang/skills

Collect Dart test coverage and generate LCOV reports using the coverage package

7.9k installsAudited
RIrisk-metrics-calculation logo

risk-metrics-calculation

wshobson/agents

Calculate portfolio risk metrics: VaR, CVaR, Sharpe, Sortino, and drawdown analysis.

7.9k installsAudited
WAwallet logo

wallet

starchild-ai-agent/official-skills

Multi-chain wallet for EVM and Solana: check balances, send tokens, sign data, and manage policies.

7.9k installs
EVevent-store-design logo

event-store-design

wshobson/agents

Design and implement event stores for event-sourced systems with architecture patterns and technology guidance.

7.9k installs
CLcloud-run-basics logo

cloud-run-basics

google/skills

Deploy and manage Cloud Run services, jobs, and worker pools on Google Cloud.

7.9k installsAudited
OKokx-dex-swap logo

okx-dex-swap

okx/onchainos-skills

Swap tokens across 20+ chains via OKX DEX aggregation with 500+ liquidity sources.

7.9k installs
MLml-pipeline-workflow logo

ml-pipeline-workflow

wshobson/agents

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment.

7.8k installsAudited