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
FLflutter-building-plugins logo

flutter-building-plugins

Official
flutter/skills

Build Flutter plugins with native interop for Android, iOS, Windows, and other platforms.

8.3k installsAudited
COcontext7 logo

context7

intellectronica/agent-skills

Retrieve current documentation for software libraries and frameworks via the Context7 API.

8.3k installs
PRprisma-postgres logo

prisma-postgres

Official
prisma/skills

Prisma Postgres setup and operations across Console, CLI, and Management API.

8.3k installs
FLflutter-embedding-native-views logo

flutter-embedding-native-views

Official
flutter/skills

Embed native Android, iOS, or macOS views into Flutter apps for complex components like maps and web views.

8.3k installsAudited
THthreejs-animation logo

threejs-animation

cloudai-x/threejs-skills

Keyframe, skeletal, and morph target animation for Three.js objects and GLTF models.

8.2k installsAudited
POponytail logo

ponytail

dietrichgebert/ponytail

Forces the laziest solution that actually works—question whether tasks need to exist, reach for stdlib first, ship minimal code.

8.2k installsAudited
BIbilling-automation logo

billing-automation

wshobson/agents

Build automated billing systems for recurring payments, invoicing, subscriptions, and dunning management.

8.2k installs
PIpi-planning-with-files logo

pi-planning-with-files

othmanadi/planning-with-files

File-based planning system for organizing complex multi-step tasks with persistent working memory.

8.2k installs
GOgo-concurrency-patterns logo

go-concurrency-patterns

wshobson/agents

Master Go concurrency with goroutines, channels, sync primitives, and context management.

8.2k installsAudited
CLclaude-opus-4-5-migration logo

claude-opus-4-5-migration

Official
anthropics/claude-code

Migrate prompts and code from Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5.

8.2k installsAudited
MAmarket-sizing-analysis logo

market-sizing-analysis

wshobson/agents

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies.

8.2k installsAudited
N8n8n-workflow-patterns logo

n8n-workflow-patterns

czlonkowski/n8n-skills

Proven architectural patterns for building n8n workflows: webhook, API, database, AI, batch, and scheduled automation.

8.2k installs
GOgolang-testing logo

golang-testing

affaan-m/everything-claude-code

Go testing patterns: table-driven tests, subtests, benchmarks, fuzzing, and TDD methodology.

8.2k installs
DAdarwin-skill logo

darwin-skill

alchaincyf/darwin-skill

Autonomous skill optimizer using Microsoft Research SkillLens 9-dim rubric + validation-gated design with human-in-the-loop checkpoints.

8.1k installs
VEverified-agent-identity logo

verified-agent-identity

billionsnetwork/verified-agent-identity

Decentralized identity for agents: link to humans, verify ownership, and generate authentication proofs on Billions Network.

8.1k installs
DAdart-run-static-analysis logo

dart-run-static-analysis

dart-lang/skills

Execute `dart analyze` and `dart fix --apply` to identify and automatically resolve Dart code quality issues.

8.1k installsAudited
DAdart-add-unit-test logo

dart-add-unit-test

dart-lang/skills

Write and organize unit tests for Dart functions, methods, and classes using package:test.

8.1k installsAudited
WEwecomcli-smartsheet logo

wecomcli-smartsheet

wecomteam/wecom-cli

Manage WeCom smartsheet structure and data via CLI—create sheets, fields, and records.

8.1k installs
FIfirecrawl-research-index logo

firecrawl-research-index

firecrawl/skills

Find research papers answering your query using semantic search, expansion, and in-body verification.

8.1k installs
COcontext-driven-development logo

context-driven-development

wshobson/agents

Create and maintain structured project context artifacts (product, tech stack, workflow, tracks) in a conductor/ directory.

8.1k installsAudited
MEmemory-forensics logo

memory-forensics

wshobson/agents

Acquire and analyze memory dumps using Volatility to detect malware, extract artifacts, and investigate incidents.

8.1k installs
PRprometheus-configuration logo

prometheus-configuration

wshobson/agents

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications.

8.1k installs
DAdart-fix-runtime-errors logo

dart-fix-runtime-errors

dart-lang/skills

Automatically detect and fix Dart static analysis errors using type system, null safety, and error handling best practices.

8.0k installsAudited
STstride-analysis-patterns logo

stride-analysis-patterns

wshobson/agents

Apply STRIDE methodology to systematically identify threats across authentication, integrity, confidentiality, availability, and authorization.

8.0k installsAudited
TAtanstack-query-best-practices logo

tanstack-query-best-practices

deckardger/tanstack-agent-skills

TanStack Query best practices for optimized data fetching, caching, mutations, and server state management in React.

8.0k installsAudited
STstartup-metrics-framework logo

startup-metrics-framework

wshobson/agents

Track and optimize key startup metrics from seed through Series A across SaaS, marketplace, consumer, and B2B models.

8.0k installsAudited
DAdata-quality-frameworks logo

data-quality-frameworks

wshobson/agents

Implement data quality validation with Great Expectations, dbt tests, and data contracts for reliable pipelines.

8.0k installs
PYpython-configuration logo

python-configuration

wshobson/agents

Externalize Python config via environment variables and typed Pydantic settings with validation.

8.0k installsAudited
OKokx-dex-market logo

okx-dex-market

okx/onchainos-skills

On-chain token prices, K-line charts, index prices, and wallet PnL analysis for DEX trading.

8.0k installs
THthreat-mitigation-mapping logo

threat-mitigation-mapping

wshobson/agents

Map threats to security controls and mitigations for effective defense planning.

8.0k installsAudited