Coding & Dev Tools
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
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denizaslan36 Skill Brutal ReviewAdversarially review an idea, plan, design, implementation, or draft before commitment. Use when the user asks for a brutal review, stress test, pre-mortem, hostile reviewer, failure analysis, or a candid go/no-go judgment. Do not use for ordinary proofreading or when the user only wants implementation.
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mike22890 Skill Avoid AI Writing检测并消除文字中的 AI 生成痕迹(AI-isms)。当需要去除机器味、口语化改写、人话翻译、去 AI 腔、扫腔、让文字更自然、更像真人写的、修改文档/文章/回复/任何文字产出时使用。触发词:去 AI 味、扫腔、人话、AI 腔、机器味、太正式、不像人写的。
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mike22890 Skill Humanize Fiction消除小说/故事中的 AI 生成痕迹。当需要让对话更自然、避免情节套路化、减少描写重复、增加角色辨识度、让文字更像真人写的时候使用。适用于小说、短篇、长篇、剧本、故事创作。
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mike22890 Bundle Persuasion Craft表达说服与影响力的综合技巧。当需要演讲、讲故事、谈判、销售、营销文案、影响力、公众表达、Pitch、路演、TED 演讲、说服策略、沟通技巧、领导力表达、激励团队、危机公关、媒体应对时使用。
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mike22890 Bundle Product Strategy产品策略与商业分析的综合框架。当需要 PMF 分析、商业模式画布、增长策略、用户研究、竞品分析、市场调研、定位策略、护城河分析、单位经济(LTV/CAC)、北极星指标、产品路线图、创业分析、商业计划书、战略决策时使用。
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mike22890 Bundle Shopping Advisor产品选购建议与性价比分析。当需要买东西、选产品、对比商品、性价比分析、预算规划、避坑指南、品牌推荐、用户评价分析、功能对比、价格历史、购买时机判断、消费决策、礼物推荐、数码产品选购时使用。触发词:买什么、推荐、对比、哪个好、值不值、性价比、预算、选购、换新、升级、二手、避坑。
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mike22890 Skill Code Refactor Ast基于 AST 的系统化代码重构与架构解耦。当需要大规模重构、拆函数、拆类、提取接口、消除重复代码(DRY)、强制执行单一职责(SRP)、模块拆分、跨文件重构、Drizzle/Prisma 迁移、数据库 schema 变更、向后兼容的代码改动、复杂代码结构改造时使用。
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mike22890 Bundle Wisdom Philosophy哲学智慧与人生反思的综合资源。当需要哲学思考、斯多葛学派、存在主义、禅宗、道家、儒家、佛家、伦理决策、人生意义探索、价值观反思、道德困境分析、冥想/日课、东西方哲学比较、智慧文学、精神成长时使用。
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mike22890 Bundle DB Schema Designer数据库 schema 设计、ORM 建模与迁移安全。当需要设计数据库表结构、写 ORM schema(Prisma/Drizzle/TypeORM/Sequelize)、数据库迁移、索引优化、关系设计(1-1/1-N/N-N)、PostgreSQL/MySQL/SQLite/MongoDB 选型、数据库规范化、反范式设计、查询性能优化时使用。
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mike22890 Bundle Psychology Mastery深度心理洞察与人格分析。当需要分析某人的心理/动机/性格、看穿言行背后的真实意图、识别操控/PUA/煤气灯效应、依恋类型分析(焦虑/回避/安全)、防御机制识别、人格评估、微表情解读、行为预测、人际关系动力学、心理咨询辅助时使用。
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dev-ansh-r Skill Qualcomm Cross CompileCross-compile a C/C++ or ROS2 application for a Qualcomm QCS6490 aarch64 board using the Yocto/QIRP eSDK - environment setup order, CMake and colcon invocation, linking the QNN runtime, and the silent-failure modes that exit 0 while producing nothing. Use when the target board has an immutable or OSTree image with no on-device compiler, when a build succeeds but produces no binary, or for toolchain, sysroot, eSDK or aarch64 linking questions.
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mike22890 Bundle Property Based Testing属性测试与模糊测试(Fuzzing)。当需要写 Hypothesis/fast-check/proptest/jqwik 测试、Solidity invariants、模糊测试、边界值探索、随机输入生成、测试覆盖率提升、发现 edge case、合约安全测试、自动化测试策略时使用。
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mike22890 Skill Mermaid Diagram Generator从自然语言描述生成 Mermaid 图表代码。当需要画流程图、时序图、类图、状态图、ER 图、甘特图、思维导图、架构图、Git 图、饼图、用户旅程图、系统交互图、数据库关系图、可视化任何流程或结构时使用。
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jin2004-cmd Skill Job Search Memory CopilotMaintain a factual, date-aware job-search memory base and use it to prepare interviews, track applications, and identify the next concrete action.
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jin2004-cmd Skill Video Portfolio PerformanceReview and build video portfolio websites with mixed landscape and portrait media, strong visual direction, responsive interaction, and bounded loading cost.
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operatorstack Bundle Publish IOSArchive, review release metadata, approve upload, publish, and verify processing.
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yankafei Bundle Kitten Punch Screenwriting生产级中文编剧创作与剧本诊断系统。覆盖概念超短片、短片、电影长片、剧集/连续剧、竖屏短剧/微短剧;强调主角驱动因果、场景价值转折、潜台词、中文自然度、故事状态机、人物知识边界、关系连续性、承诺-兑现、证据式QC、单调修复与长篇记忆快照。用于从零开发、续写、改戏、对白、剧本医生、结构诊断与长篇连续性维护。
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samuelurones28 Bundle Schema Negocio LocalSchema para negocio local
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blizzardwj Bundle Pantry ManManage home pantry inventory, shopping lists, and purchase history. Use when the user asks about (1) adding/viewing/searching inventory by zone (cold/frozen/ambient/daily), (2) managing shopping lists for food and daily items, (3) recording purchases and viewing purchase history, (4) checking expiry dates or items running low, (5) meal planning — shopping plans (采购计划), daily food pairings (每日搭配), and ingredient consultation (食材咨询) as independent features, plus the weekly plan (周计划) orchestrator that chains them per the user's shopping rhythm, all based on the user's dietary profile and current stock.
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cherryking321-create Bundle Rabbit Hole Learning兔子洞学习法——用学习者熟悉的事件当洞口,三层钻探走完学科骨架,学习者选岔口驱动全程,每洞沉淀一条"验货尺"。当用户想系统了解/入门/研究某个学科或领域("我想了解下X""给我讲讲X这个领域""带我学X")时使用;也适用于任何需要把专业知识变成可探索体验的教学、科普、研究陪跑场景。
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dsavvinov Skill Write IssueWrite or rewrite the opening post of a GitHub issue: a bug, a defect found while investigating something else, a performance problem, or a feature request. Use when asked to file, draft, triage or restructure an issue, or when an existing issue's opening post is hard to read and should be rewritten before more discussion piles onto it.
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dsavvinov Skill Explain ProperlyRewrite an explanation the user could not follow. Use when the user says they don't understand what you wrote, asks you to explain it "properly" or "in plain words", says the text is dense, jumpy, jargon-heavy or unreadable, or expresses dissatisfaction with the clarity of something you produced in any other way.
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davidwei-evolution Bundle Review Evolution本地经验复盘与复用,核心是跨设备/跨客户端的经验整合与整档案的备份恢复:在任务收尾把有证据的新事实写入本机私人档案(不上传、明文可编辑、可审计),需要时可合并其他设备或客户端的经验,也可备份恢复;并按对话场景回查、运用使用者的经验与偏好、以及 AI 自己的防错与互动经验。候选不自动成为规则;不自动同步、不保证每轮触发。 适用:跨设备/跨客户端经验整合、经验备份与恢复、经验复盘、经验沉淀、收尾复盘、自我迭代、技能进化、理解用户习惯、个性化、长期记忆、习惯校准、减少重复追问,以及“开工前看看我有哪些相关经验”“记下这个偏好或教训”“分析这次返工原因”“这个技能怎么用/自我介绍”;不替代代码审查、文案润色或一般方案讨论。 更新来自官方仓库。 用户要求记住偏好或习惯时默认双写:宿主自带记忆照常记录,同时必须写入本机私人档案, 除非用户明确只让宿主记。 Search tags: 跨设备/跨客户端经验整合、经验备份;经验复盘、经验沉淀、收尾复盘、自我迭代、技能进化、理解用户习惯、个性化、长期记忆、习惯校准、减少重复追问;cross-device merge, experience backup, retrospective, reflection, lessons learned, memory consolidation, self-iteration, understand user habits, personalization, long-term memory, habit calibration. 用户问“这个技能怎么用/自我介绍”时主动做首次介绍。First-run onboarding in the user's current language.
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hideki5123 Bundle Naturalize Janaturalize-ja
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hideki5123 Bundle Skill ImproveRetrofit the OIAE self-improvement loop to existing skills and analyze feedback to propose evidence-based amendments. Adds Retrospective, Feedback Check, and version tracking to skills that lack them. Reads feedback/log.md to identify recurring issues and propose targeted skill improvements. Use when the user asks to improve a skill, retrofit feedback to a skill, add the improvement loop, fix a skill based on feedback, or analyze skill performance. Trigger phrases include "improve skill", "retrofit skill", "add feedback loop", "skill keeps failing", "fix skill", "analyze skill feedback", "skill performance", "add retrospective", "skill improvement".
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andreysukhanov Skill Commit MessageWrite a git commit message in this team's convention. Use when the user asks for a commit message or what to put in `git commit` for a diff or a set of changes.
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elninotarifa-creator Skill Heygen Avatar IvGenerar vídeos testimoniales/avatares hablando hiperrealistas con HeyGen Avatar IV (image-to-video, lip-sync perfecto, gestos naturales). Úsalo cuando haya que convertir un retrato + guion en un vídeo vertical 9:16 de una persona hablando con voz española natural. Cubre subida de imagen, endpoint v3/videos, aspect_ratio 9:16, voces es-ES y motion prompts.
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elninotarifa-creator Bundle Entrar Web HumanoSaltarse CUALQUIER protección anti-bot (DataDome, Cloudflare, PerimeterX) para extraer datos SIEMPRE. Dos vías, usa la que gane — proxy residencial de Apify (lo más fiable, la que pasó coches.net/mobile.de) o navegador humano con Playwright (perfil caliente, sigilo de huella, ratón/scroll humanos, IPv4 forzada) para sesiones logueadas. Úsalo cuando un portal bloquee el scraping ("eres un bot", "Access denied", 403, captcha) y haya que leer datos igualmente (coches.net, mobile.de, idealista, Adevinta, etc.). Incluye orden de ataque, diagnóstico IP/VPN y trucos de filtros de los actores.
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elninotarifa-creator Bundle Entrar Web Humano 2Saltarse CUALQUIER protección anti-bot (DataDome, Cloudflare, PerimeterX) para extraer datos SIEMPRE. Dos vías, usa la que gane — proxy residencial de Apify (lo más fiable, la que pasó coches.net/mobile.de) o navegador humano con Playwright (perfil caliente, sigilo de huella, ratón/scroll humanos, IPv4 forzada) para sesiones logueadas. Úsalo cuando un portal bloquee el scraping ("eres un bot", "Access denied", 403, captcha) y haya que leer datos igualmente (coches.net, mobile.de, idealista, Adevinta, etc.). Incluye orden de ataque, diagnóstico IP/VPN y trucos de filtros de los actores.
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vadrisai Bundle Image ToolkitRecipes for common image manipulation tasks — resize, convert, strip metadata, generate thumbnails.
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sergekostenchuk Bundle Domain Dns ConfiguratorUse when planning DNS records, nameservers, A/AAAA/CNAME/TXT/MX, SPF/DKIM/DMARC, CDN, propagation, and rollback. Dry-run only; do not change production DNS or store provider credentials without explicit approval.
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sergekostenchuk Bundle Domain Registrar AdvisorUse when comparing domain registrars, TLD costs, renewal risks, privacy, DNS features, transfer lock, and purchase steps. Advisory/dry-run only; do not buy domains or log into registrar accounts without explicit approval.
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hideki5123 Bundle Self Pr ReviewSelf-review loop for YOUR OWN PR — request AI reviews (Copilot + Gemini), apply their fixes, push, re-request, and repeat until clean. NOT for reviewing someone else's PR. Use when the user asks to self-review their PR, run the AI review loop, or wants Copilot + Gemini to review their own code. Trigger phrases include "self-review", "self-pr-review", "review my PR", "AI review my PR", "review loop", "copilot + gemini review", "run self-review on my PR".
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hideki5123 Bundle En To Ja Explaineren-to-ja-explainer
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vadrisai Bundle Sample SkillA tiny fixture skill used only by this repo's own tests, not a real skill.
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cglt2026opc Bundle AI Super Individual基于《AI超级个体》帮助用户推进职业转型、专业能力变现、副业验证与一人公司经营。用于 OPC 能力诊断、定位、商业验证、获客交付及行动复盘,按需调用书中 21 个实战模块,并查找菜根智库资料、开展 OPC 市场/案例/政策研究与报告生成。
Frequently asked questions
What are Coding & Dev Tools agent skills?
Coding agent skills teach AI agents repeatable engineering workflows: reviewing pull requests, writing tests, refactoring safely, and enforcing house style. Install one SKILL.md and your agent applies the same checklist every time, whether you use Claude Code, Cursor, Codex, or another agent.
Which Coding & Dev Tools skills are most installed?
Popular Coding & Dev Tools skills on SkillMD right now include self-pr-review, brutal-review, avoid-ai-writing. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Coding & Dev Tools skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.