Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
45,433 skills from 2,188 repositories · updated 48 minutes ago
5,630 skills
- agentsop-llamaindexagentsope/SkillAlchemyOperating-system distillation of LlamaIndex — the leading RAG / document-agent framework. Activate when the calling agent must build, debug, harden, or evaluate a Retrieval-Augmented Generation pipeline over unstructured/private data, decide between RAG primitives (Index types, retrievers, query engines, routers, agents), or pick LlamaIndex vs LangChain / Haystack / raw vector store for a coding task. Encodes the 5-layer mental model (Documents → Nodes → Indices → Retrievers → Query Engines / Response Synthesizers), the canonical RAG bootstrap SOP from baseline `VectorStoreIndex` through hybrid + reranker + eval-loop hardening, the official 13-failure-mode checklist, and 5 dilemma cases distilled from docs, GitHub issues, and 2025 production post-mortems.EngineeringNo warnings★ 446↓ —
- apply-findingstobihagemann/turboApply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note genuine improvements for later. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".EngineeringNo warnings★ 416↓ —
- 516-frameworks-micronaut-mongodb-migrations-mongockjabrena/plinthUse when you need to add or review Mongock MongoDB data migrations in a Micronaut application — including Mongock runner/driver selection, Micronaut bean wiring, migration scan packages, @ChangeUnit classes, lock/transaction settings, and Testcontainers verification. This should trigger for requests such as Add Mongock migrations in Micronaut; Review Micronaut MongoDB data migrations; Configure Mongock change units with Micronaut Data MongoDB; Create Mongock change units for Micronaut MongoDB; Review Mongock migration ordering in a Micronaut service. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- 301-frameworks-spring-boot-corejabrena/plinthUse when you need to review, improve, or build Spring Boot 4.0.x applications — including proper usage of @SpringBootApplication, component annotations (@Controller, @Service, @Repository), bean definition and scoping, configuration classes and @ConfigurationProperties (with @Validated), component scanning, conditional configuration and profiles, constructor injection, @Primary and @Qualifier for multiple beans of the same type, bean minimization, graceful shutdown, virtual threads, Jakarta EE namespace consistency, and scheduled tasks. This should trigger for requests such as Review Java code for Spring Boot application; Apply best practices for Spring Boot application in Java code; Improve Spring Boot configuration properties and beans; Review Spring Boot component scanning and profiles; Tune Spring Boot graceful shutdown or virtual threads. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- react-component-generatorOneWave-AI/claude-skillsGenerate React components with TypeScript, proper props, hooks, and accessibility. Use when creating new React components, UI elements, or refactoring existing components.EngineeringNo warnings★ 372↓ —
- 300-frameworks-spring-boot-create-projectjabrena/plinthUse when you need to create a new Maven-based Spring Boot 4.0.x project using SDKMAN-managed Java and Spring Boot CLI tooling. This should trigger for requests such as Create a Spring Boot Maven project; Bootstrap Spring Boot project with SDKMAN; Generate a new Spring Boot service; Create Spring Boot 4 Maven project; Scaffold Spring Boot service with Java 25. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- 316-frameworks-spring-mongodb-migrations-mongockjabrena/plinthUse when you need to add or review Mongock MongoDB data migrations in a Spring Boot application — including Maven coordinates, Spring Data MongoDB drivers, migration scan packages, @ChangeUnit classes, lock/transaction settings, and optional policy-approved MongoDB integration verification. This should trigger for requests such as Add Mongock migrations in Spring Boot; Review Spring MongoDB data migrations; Configure Mongock change units for Spring Data MongoDB; Create Mongock change units for Spring Boot MongoDB; Review Mongock migration ordering in a Spring service. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- review-dependenciestobihagemann/turboDetect package managers and CI action pins, then discover outdated or vulnerable dependencies. Returns structured findings without upgrading. Use when the user asks to "review dependencies", "check for outdated packages", "check dependencies", "scan dependencies", "dependency review", "check for outdated GitHub Actions", or "are my workflow actions up to date".EngineeringNo warnings★ 416↓ —
- nyc-landmarksAlpacaLabsLLC/skills-for-architectsCheck whether a NYC building is landmarked or in a historic district using LPC data. Use when the user asks "is this building landmarked", whether a site sits in a historic district, or whether LPC review applies. NYC only.EngineeringNo warnings★ 389↓ —
- deeptools-ngs-analysisjaechang-hits/SciAgent-SkillsNGS CLI for ChIP/RNA/ATAC-seq. BAM→bigWig with RPGC/CPM/RPKM, sample correlation/PCA, heatmaps/profiles around features, fingerprints. For alignment use STAR/BWA; for peak calling use MACS2.EngineeringNo warnings★ 382↓ —
- review-codetobihagemann/turboReview code for bugs, security vulnerabilities, API misuse, consistency issues, simplicity problems, or test coverage gaps and low-value tests by running internal reviews and a peer review in parallel and returning combined findings. Single-concern with a type argument, or full review with no argument. Use when the user asks to "review my code", "full code review", "review my changes", "check for bugs", "scan for bugs", "review correctness", "security audit", "find vulnerabilities", "review security", "check API usage", "verify against docs", "check for cross-file duplication", "review consistency", "check for code reuse", "review simplicity", "find untested code", "find redundant tests", or "review test coverage".EngineeringNo warnings★ 416↓ —
- interpret-feedbacktobihagemann/turboInterpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities. Use when the user asks to "interpret feedback", "interpret comments", "what does this feedback mean", "clarify reviewer intent", "understand this review", or "interpret these suggestions".EngineeringNo warnings★ 416↓ —
- metisWholiver/metisRun explicitly requested Metis 插件版 work with task routing, owned assignments, independent checks, and bounded recovery. Ordinary coding requests do not activate this skill.EngineeringNo warnings★ 419↓ —
- tiktok-shop-reviewsnexscope-ai/eCommerce-SkillsReview strategy for TikTok Shop — encouraging reviews, responding, leveraging UGC, social proofEngineeringNo warnings★ 1.2K↓ —
- market-gap-analysisnexscope-ai/eCommerce-SkillsIdentify underserved market gaps and unmet customer needs in e-commerce. Analyzes competitor blind spots, review pain points, search demand without adequate supply, and emerging customer segments.EngineeringNo warnings★ 1.2K↓ —
- product-review-analysisnexscope-ai/eCommerce-SkillsProduct review analysis and customer feedback intelligence. Pain point identification, praise pattern analysis, feature request extraction, sentiment analysis, and product improvement insights. Use when the user asks about review analysis, customer feedback, product reviews, or sentiment analysis.EngineeringNo warnings★ 1.2K↓ —
- ln-81-skill-reviewerlevnikolaevich/claude-code-skillsReviews skill instructions, trigger boundaries and distribution contracts; not product code.EngineeringNo warnings★ 583↓ —
- 164-java-profiling-verifyjabrena/plinthUse when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. This should trigger for requests such as Verify performance fix; Verify the performance; Verify the memory; Verify the threading; Compare before and after profiling results; Check for performance regressions after refactoring. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- 400-frameworks-quarkus-create-projectjabrena/plinthUse when you need to create a new Maven-based Quarkus 3.x project using SDKMAN-managed Java and Quarkus CLI tooling. This should trigger for requests such as Create a Quarkus Maven project; Bootstrap Quarkus project with SDKMAN; Generate a new Quarkus service; Create Quarkus 3 Maven project; Scaffold Quarkus service with Java 25. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- 500-frameworks-micronaut-create-projectjabrena/plinthUse when you need to create a new Maven-based Micronaut 4.x project using SDKMAN-managed Java and Micronaut CLI tooling. This should trigger for requests such as Create a Micronaut Maven project; Bootstrap Micronaut project with SDKMAN; Generate a new Micronaut service; Create Micronaut 4 Maven project; Scaffold Micronaut service with Java 25. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- 141-java-refactoring-with-modern-featuresjabrena/plinthUse when you need to refactor Java code to adopt modern Java features (Java 8+) — including migrating anonymous classes to lambdas, replacing Iterator loops with Stream API, adopting Optional for null safety, switching from legacy Date/Calendar to java.time, using collection factory methods, applying text blocks, var inference, or leveraging Java 25 features like flexible constructor bodies and module import declarations. This should trigger for requests such as Review Java code for modern Java development; Apply best practices for modern Java development in Java code; Modernize Java code with records pattern matching or switch expressions; Replace legacy idioms with modern Java features; Adopt Java 8+ language features safely. Part of Plinth ToolkitEngineeringNo warnings★ 455↓ —
- context7-version-aware-implementationDevin-AXIS/iPolloWorkUse the current project dependency versions and Context7 documentation to implement or upgrade code without importing APIs from a different release line.EngineeringNo warnings★ 7.2K↓ —
- codex-exectobihagemann/turboRun autonomous task execution using the codex CLI. Use when the user asks to "codex exec", "run codex exec", "execute a task with codex", or "delegate to codex".EngineeringNo warnings★ 416↓ —
- auth-setupbutterbase-ai/butterbase-skillsUse when configuring OAuth providers (Google/GitHub/Apple/X/etc.), setting up post-login auth hooks, tuning JWT lifetimes, or generating service API keysEngineeringNo warnings★ 535↓ —