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.
47,294 skills from 2,272 repositories · updated 20 minutes ago
10,063 skills
- amazon-trending-productsnexscope-ai/Amazon-SkillsTrending products and rising categories discovery for Amazon sellers. Analyzes Best Seller Rank patterns, seasonal trends, new release momentum, and emerging niches. Identifies product opportunities before they peak. Use when the user asks about what's trending on Amazon, hot products, rising categories, seasonal opportunities, viral products, what to sell next, emerging niches, or early-mover opportunities. Also trigger for questions like 'what should I sell now?', 'what products are doing well?', 'find me trending niches', or 'what's hot on Amazon?'.OtherNo warnings★ 813↓ —
- spring-data-redisrrezartprebreza/spring-boot-skillsUse when implementing caching, session storage, rate limiting, or any Redis integration. Covers cache-aside pattern, key naming, TTL strategy, and serialization config.OtherNo warnings★ 327↓ —
- ml-model-trainingsecondsky/claude-skillsTrain ML models with scikit-learn, PyTorch, TensorFlow. Use for classification/regression, neural networks, hyperparameter tuning, or encountering overfitting, underfitting, convergence issues.OtherNo warnings★ 239↓ —
- subagents-orchestration-guideshinpr/ai-coding-project-boilerplate規模に応じた計画、承認、実装、検証、エスカレーションのフローでサブエージェントを調整。サブエージェントへの作業振り分け、承認済み作業計画の実行、自律実行の再開時に使用。OtherNo warnings★ 236↓ —
- root-cause-tracingsecondsky/claude-skillsSystematically trace bugs backward through call stack to find original trigger. Use when errors occur deep in execution and you need to trace back to find the original trigger.OtherNo warnings★ 239↓ —
- learn-prototypeLi-Evan/Bloom当用户要做/研究一个东西、想提升某个技能、或觉得某个产出不够好想改进时使用。用「改良主义」先逼出一个最垃圾但能跑的原型，再引导他自己洞察缺陷、提出问题，提改良假说→实践检验→迭代，信奉「洞察缺陷 > 如何优化 > 最终答案」，并把每次改进的方法本身沉淀成方法论。触发场景：要做 X、研究 X、提升 X、X 做得不好想改进、怎么优化 X、不知从哪下手做。OtherNo warnings★ 294↓ —
- system-doctormajiayu000/spellbook系统性能诊断。当用户说电脑卡、系统慢、查看进程、CPU占用高、内存不够等性能问题时使用OtherNo warnings★ 288↓ —
- bun-websocket-serversecondsky/claude-skillsThis skill should be used when the user asks about "WebSocket in Bun", "real-time communication", "Bun.serve websocket", "ws server", "socket connections", "pub/sub", "broadcasting messages", "WebSocket upgrade", or building real-time applications with Bun.OtherNo warnings★ 239↓ —
- spring-data-jparrezartprebreza/spring-boot-skillsUse when generating JPA entities, repositories, queries, or anything touching the persistence layer. Covers entity conventions, N+1 prevention, projections, and query patterns.OtherNo warnings★ 327↓ —
- page-character-breach-counterpart-reactionT8mars/minimax-h3-prompt-skill-T8Create original short videos using the 纸页角色越界｜原画基线、实体脱离与双媒介互证 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and surfaces.OtherNo warnings★ 311↓ —
- null-safetyrrezartprebreza/spring-boot-skillsUse when annotating nullability in Spring Boot 4 / Spring Framework 7, migrating to JSpecify, integrating Kotlin, or enabling build-time null checks with NullAway.OtherNo warnings★ 327↓ —
- bun-package-managersecondsky/claude-skillsBun package manager commands (install, add, remove, update), workspaces, lockfiles, npm/yarn/pnpm migration. Use for dependency management with Bun.OtherNo warnings★ 239↓ —
- pinia-coladasecondsky/claude-skillsPinia Colada data fetching for Vue/Nuxt with useQuery, useMutation. Use for async state, query cache, SSR, or encountering invalidation, hydration, TanStack Vue Query migration errors.OtherNo warnings★ 239↓ —
- ai-sales-championstaruhub/ClaudeSkillsAI咨询/销售的对话策略助手。当用户需要准备AI方案沟通、跟业务部门聊AI落地、写AI提案、应对客户异议、做AI培训破冰时使用。触发场景："怎么跟老板聊AI"、"客户说AI不靠谱"、"准备一个AI方案汇报"、"帮我想想怎么推AI"、"业务部门不配合"、"AI项目怎么卖"、"demo之后怎么跟进"。也适用于AI咨询师、技术合伙人、CTO做内部AI推广。OtherNo warnings★ 731↓ —
- jax-best-practicesMindrally/skillsExpert in JAX for high-performance numerical computing and machine learningOtherNo warnings★ 287↓ —
- spring-modulithrrezartprebreza/spring-boot-skillsUse when organizing or verifying a modular Spring Boot monolith with Spring Modulith, including module APIs, dependency rules and reliable module events. Do not restructure an application into modules for an unrelated endpoint change.OtherNo warnings★ 327↓ —
- still-portrait-state-reframeT8mars/minimax-h3-prompt-skill-T8Create original short videos using the 静态人像转义｜微表情改写前段含义 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and surfaces.OtherNo warnings★ 311↓ —
- pricingAIDevGTM/gtm-cofounderHelp the user decide what to charge and how to package it: the value metric, the tiers, the free-to-paid line, and finding the actual number. Use when the user is guessing at a price, priced too cheap and can't change it, is stuck on free vs paid, or believes "developers won't pay" so never charges.OtherNo warnings★ 329↓ —
- session-managementsecondsky/claude-skillsImplements secure session management with JWT tokens, Redis storage, refresh flows, and proper cookie configuration. Use when building authentication systems, managing user sessions, or implementing secure logout functionality.OtherNo warnings★ 239↓ —
- capability-distillmajiayu000/spellbook能力蒸馏工作流——从用户批准的强模型访谈或真实任务轨迹中提取非显然的判断规则，形成可审计的 judgment packet，再交给 skill-audit 和 skill-creator 决定是否落成可加载 skill。当用户说“蒸馏这个模型的判断力”“把这次任务的关键决策固化下来”“模型窗口要关了，保留它在某类场景的判断”时使用。普通流程文档、直接写 SKILL.md、泛化最佳实践或未授权的会话日志扫描不使用本 skill。OtherNo warnings★ 288↓ —
- bun-http-serversecondsky/claude-skillsUse when building HTTP servers with Bun.serve, handling requests/responses, implementing routing, creating REST APIs, or configuring fetch handlers.OtherNo warnings★ 239↓ —
- stage-deadpan-chain-failureT8mars/minimax-h3-prompt-skill-T8Create original short videos using the 反差喜剧｜越从容越失控 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and surfaces.OtherNo warnings★ 311↓ —
- animate-created-mark-into-worldT8mars/minimax-h3-prompt-skill-T8Create original short videos using the 画中物成真｜小光点变奇观 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and surfaces.OtherNo warnings★ 311↓ —
- rlm-modejmagly/aiwgDetect requests for recursive decomposition and large-scale operations that benefit from RLM processingOtherNo warnings★ 225↓ —