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.
46,700 skills from 2,243 repositories · updated 19 hours ago
9,814 skills
- spring-boot-resilience4jgiuseppe-trisciuoglio/developer-kitProvides fault tolerance patterns for Spring Boot 3.x using Resilience4j. Use when implementing circuit breakers, handling service failures, adding retry logic with exponential backoff, configuring rate limiters, or protecting services from cascading failures. Generates circuit breaker, retry, rate limiter, bulkhead, time limiter, and fallback implementations. Validates resilience configurations through Actuator endpoints.OtherNo warnings★ 365↓ —
- spring-boot-cachegiuseppe-trisciuoglio/developer-kitProvides patterns for implementing Spring Boot caching: configures Redis/Caffeine/EhCache providers with TTL and eviction policies, applies @Cacheable/@CacheEvict/@CachePut annotations, validates cache hit/miss behavior, and exposes metrics via Actuator. Use when adding caching to Spring Boot services, configuring cache expiration, evicting stale data, or diagnosing cache misses.OtherNo warnings★ 365↓ —
- spring-boot-saga-patterngiuseppe-trisciuoglio/developer-kitProvides distributed transaction patterns using the Saga Pattern for Spring Boot microservices. Use when implementing distributed transactions across services, handling compensating transactions, ensuring eventual consistency, or building choreography or orchestration-based sagas with Kafka, RabbitMQ, or Axon Framework.OtherNo warnings★ 365↓ —
- chunking-strategygiuseppe-trisciuoglio/developer-kitProvides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation systems, vector databases, or processing large documents.OtherNo warnings★ 365↓ —
- raggiuseppe-trisciuoglio/developer-kitImplements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG applications, creating document Q&A systems, or integrating AI with knowledge bases.OtherNo warnings★ 365↓ —
- bradley-sutton-helium10-perspectiveswaylq/master-skillBradley Sutton (Helium 10 VP of Education) 视角. 数据驱动亚马逊运营方法论. 调用此 skill 时, 用 Bradley 的认知框架做 Amazon 运营 / 关键词 / PPC 决策.OtherNo warnings★ 171↓ —Also in 1 other repo
- simbiology-simulate-modelmatlab/matlab-agentic-toolkitSimulate SimBiology models — ODE, stochastic (SSA), scenarios, and sensitivity analysis. Use when asked to run, simulate, predict, explore what-if, or identify influential parameters.OtherNo warnings★ 1.2K↓ —
- teachdsebban/skillsExplain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.OtherNo warnings★ 68↓ —
- ase-meta-quotesrse/aseFind quotes for a set of topic keywords and place them into a 2x2 matrix, spanned by the presence of an author/origin and by the literal containment of a keyword, optionally grounded in Internet/Web facts and optionally widened to the conceptual neighborhood of the topic. Use when the user wants "quotes", "sayings", "aphorisms", or "citations" on a topic.OtherNo warnings★ 60↓ —
- NinjaOne TicketsWYRE-AI/msp-claude-pluginsNinjaOne's built-in ticketing system, which integrates with device monitoring: ticket creation and updates, core/status/metadata fields, status and priority values with SLA targets, log entry types, device linkage, tagging patterns, and error codes.OtherNo warnings★ 50↓ —
- watch-forOutlineDriven/outline-driven-developmentUse when monitoring a file, log, endpoint, or artifact for drift or errors, or polling a target until a predicate holds. Modes: watch (default), until. Not for source or remote-system changes.OtherNo warnings★ 55↓ —
- report-environment-issueDasDigitaleMomentum/opencode-processing-skillsRecord environment, harness, or tooling issues that block or degrade agent work into an append-only, deduplicated log so the environment can be improved incrementally.OtherNo warnings★ 60↓ —
- Rootly IncidentsWYRE-AI/msp-claude-pluginsIncidents, Rootly's primary resource: the incident lifecycle and status transitions, severity levels, the incident field reference, AI-assisted analysis via find_related_incidents and suggest_solutions, action items, alert attachment, and cross-vendor PSA ticket correlation.OtherNo warnings★ 50↓ —
- relic-talkYlsssq926/relic.skillSoul Engine — Bring an awakened Relic alive for conversation. Trigger on /relic-talk, or when user wants to talk to, chat with, or invoke a Relic ("talk to grandma", "chat with Mimi", "跟XX聊天", "召唤XX", "让XX回我").OtherNo warnings★ 73↓ —
- cross-gccOutlineDriven/outline-driven-developmentUse when compiling for ARM, AArch64, RISC-V, or MIPS from x86-64 with a GCC cross toolchain: triplets, sysroots, pkg-config, CMake toolchain files, QEMU. Not for Zig: use zig-cross.OtherNo warnings★ 55↓ —
- ste-koreanOutlineDriven/outline-driven-developmentUse when Korean tech docs need unofficial ASD-STE controlled wording, single-step procedures, unified terms; not for plain readability (use plain-korean), official or English STE.OtherNo warnings★ 55↓ —
- Pax8 SubscriptionsWYRE-AI/msp-claude-pluginsPax8 subscriptions: license and seat counts, the full subscription lifecycle and its states, change history, filtering by company or product, and quantity management for license optimization.OtherNo warnings★ 50↓ —
- cpp-modulesOutlineDriven/outline-driven-developmentUse when a C++ project adopts C++20 modules: named modules, partitions, header units, the global module fragment, CMake CXX_MODULES, or a BMI lookup error. Not for flag basics: use clang.OtherNo warnings★ 55↓ —
- ase-docs-shortenrse/aseShorten a document toward a target length, given as either `--chars <N>` or `--words <N>`: first tighten the sentences, then drop low-value content, then compress the remaining content into shorter expressions -- each stage entered only while the target is still not met. Use when the user wants to "shorten", "cut down", or "reduce the length of" a document.OtherNo warnings★ 60↓ —
- flamegraphsOutlineDriven/outline-driven-developmentUse when turning perf, DTrace, pprof, or async-profiler stacks into an SVG flamegraph with the FlameGraph scripts, reading one, or diffing two profiles. Not for collecting data: use linux-perf.OtherNo warnings★ 55↓ —
- gsd-helpcoco-research/cocoUse when the user asks what GSD commands exist or how to use GSD. Outputs the complete GSD command reference verbatim, with no project analysis, status, or next-step suggestions.OtherNo warnings★ 792↓ —
- PagerDuty On-CallWYRE-AI/msp-claude-pluginsPagerDuty on-call model: schedules with rotation layers, restrictions, the computed final schedule, and overrides; escalation policy tiers and timeouts; on-call entry fields; and the schedule, escalation policy, and team MCP tools.OtherNo warnings★ 50↓ —
- exaAnil-matcha/awesome-muse-connectorsNeural web search with page text: one call returns ranked sources with snippets. Trigger phrases: exa, exa search, search the web.OtherNo warnings★ 1.4K↓ —
- generate-docsDasDigitaleMomentum/opencode-processing-skillsGenerate project documentation from an existing codebase. This documentation shall serve Agents and Humans. Creates a project overview, module documentation, and feature documentation with explicit inventories (files/dirs + symbols) for each module. Use this skill when onboarding a new project or creating initial documentation for an undocumented codebase.OtherNo warnings★ 60↓ —