#SkillRepo stars

1. 289Ahrefs Domain Rating FreeAIGC-Hackers/ahrefs-domain-rating-free-skillUse when checking Ahrefs Domain Rating, DR, website authority, domain authority, backlink profile strength, or free Ahrefs public API data for a domain or URL without an API key.9
2. 290Codemapbeadnall/codemapTurns a codebase into an explorable isometric architecture diagram — a self-contained HTML artifact with blocks on a grid, a component index, a what-it-does/how-it's-built panel, and real data snippets travelling along the edges that the reader can stop and inspect. Use this whenever someone asks for a codemap by name — "create a codemap", "codemap this repo", "make a codemap of github.com/owner/name" — and equally when they want to see, map, diagram or visually explain how a system fits together: "diagram this codebase", "show me the architecture", "map how this works", "visualise the data fl10
3. 291Driving SeatTanmay-Ts/driving-seatKeeps the developer in control of every decision that matters while building or changing software. Turns vague goals into measurable intent, maps decisions up front, asks before any significant choice the spec doesn't cover, logs every choice made without asking, and checks that the developer understands decisions instead of delegating them. Use this skill whenever the user says "keep me in the driving seat", "ask before you decide", "don't make decisions for me", "I want to own the decisions", or invokes /driving-seat, and whenever they are building, changing, or fixing a production system an10
4. 292Saudi Regulatory Complianceibnsawad/Saudi-Regulatory-Compliance-Claude-SkillSenior cybersecurity, cloud, and data-protection compliance advisor for organisations in Saudi Arabia. Trigger for: NCA ECC-2:2024, CCC-2:2024, DCC-1:2022, CSCC-1:2019, OTCC-1:2022, TCC-1:2021, OSMACC-1:2021, CGEC-1:2019, CGESP-1:2019, NCS-1:2020; SAMA Cybersecurity/IT Governance/Business Continuity Frameworks; CST Cloud Computing Regulatory Framework, CST CRF RT08; PDPL and Implementing Regulations, Personal Data Transfer Regulation; NDMO Data Management Standards; SDAIA guidance including the AI Risk Management Framework (SDAIA-P145). Also trigger for gap assessments, audit readiness, breach9
5. 293Compliance Auditoliwoodman/compliance-audit-skillAudit a website, app, or product's codebase for GDPR and EU AI Act compliance, then hand back a ranked list of plain-English fixes. Asks the owner the handful of questions the code cannot answer, reads the actual code (forms, API routes, dependencies, env vars, database schema, policy pages) to work out what personal data the product really collects and who it is shared with, then checks that against what the law requires. It exists to catch the gaps a pasted-in policy template hides. MANDATORY TRIGGERS: 'compliance audit', 'run compliance-audit', 'audit my compliance', 'audit this for GDPR', 11
6. 294Deconstruct Skillluoming-hu/deconstruct-skill静态拆解本地文件、粘贴内容或代码仓库链接中的 Codex Skill，生成一份简洁、通俗、可下载的 Markdown 报告。报告只用六个章节直接说明最终交付、具体动作、步骤顺序、角色分工、规则所防的问题和可复用做法；不复制原文、不逐段批注、不列证据账本或源码引用，也不输出问题与改进建议。用户要求拆解、逆向分析、讲解或解释一个 Skill 为什么这样设计时使用。仅执行、安装或创建普通 Skill 时不要使用，除非用户同时要求先分析。11
7. 295Framework Builderframework-creator/framework-builderBuild reusable agent-readable frameworks from any domain expertise. Use when someone says "systematize this," "turn this into a repeatable process," "build a framework for," "create a skill for," "I keep doing the same thing," or "make this predictable." Produces a complete five-layer framework in markdown that agents and humans can follow to get consistent results. Works across any industry or domain. Created by Mike Goetz at RageDesigner (ragedesigner.com) who has built 1,250+ frameworks across industries from federal contracting to medical advocacy to comedy development using this methodolo11
8. 296Plugin Fast Adapttaxueseek/plugin-fast-adaptDSH 插件升级适配的主入口。查 DeepSeek 官方最新版本，取该版本的官方升级指南，扫描本机插件代码，报出踩了哪些破坏性变更并给官方修法；seams 查某个包或 API 在指南与本机宿主里的双源结论；run.mjs 一键跑完环境→定版→指南→扫描→体检→冒烟→typecheck 并写本地运行日志。官方指南覆盖不到的老版本转迁移 SOP。造插件走 dsh-plugin-build，装了没生效或宿主起不来走 dsh-plugin-diagnose。触发词：适配 DSH 插件、升级插件、插件不兼容、dsh 升级后报错、插件用了废弃 API、接缝查询、这个 API 还在不在、老版本 DSH 适配、历史走廊迁移、一键编排、运行日志、插件性能架构体检、批量巡检。11
9. 297Typescript Engineeringbluenzzz/typescript-engineeringUse when implementing, reviewing, debugging, or refactoring TypeScript applications or libraries, including type modeling, external input validation, TSConfig, ESM/CommonJS issues, and measured performance work.11
10. 298Bilibili Digestlll888666/bilibili-digest解析 B 站视频并生成干货报告：提取字幕或本地 faster-whisper 转录、抓取高赞评论、 总结要点、提取资源链接、输出 Mermaid 思维导图。零第三方 API Key。 当用户提供 bilibili.com 链接、BV 号，或说「总结这个 B 站视频」「B 站干货」 「视频逐字稿」「消化 B 站视频」时必须使用本 skill。9
11. 299Cc Claude Codexleyuan0602-glitch/cc-claude-codexDevelopment skill where Claude Code acts as supervisor and Codex acts as executor. Auto-trigger for implementation, debugging, refactoring, testing, and other dev tasks.9
12. 300Perf Hintsomarkilani/perf-hintsImprove C++ (C++11+) performance using Abseil “Performance Hints” (Jeff Dean & Sanjay Ghemawat): estimation + profiling, API/bulk design, algorithmic wins, cache-friendly memory layout, fewer allocations, fast paths, caching, and compiler-friendly hot loops. Use for performance code reviews, refactors, and profiling-driven optimizations. Keywords: performance, latency, throughput, cache, allocation, memory layout, InlinedVector, string_view, Span, flat_hash_map, pprof, perf.9
13. 301User Storiesfelipereisdev/user-stories-skillAnalyzes a codebase and breaks down a goal into implementable user stories with clear acceptance criteria. Use when planning a new feature, estimating work, or creating a development roadmap. Explores the code before asking anything; when the goal is ambiguous, asks at most 5 blocking multiple-choice questions with a recommended answer, and records assumptions and open questions in the plan. Outputs execution-ready stories (schema v2: type, status, a verify check per criterion, dependencies with reasons, interfaces, files to reuse, file conflicts for parallel work) to .context/[goal-slug]-plan9
14. 302Cl1 BaseSeanCole02/cl1-baseBuild or adapt baseline CL1 human-neuron models, stimulation loops, and evaluation workflows. Use when Codex needs to design or modify CL1 training code, UDP stimulation and spike protocols, safe stimulation ranges, Same Frame Encoding (SFE), ablations, feedback-channel logic, or hardware-aware data and training loops for CL1 systems.8
15. 3034d V21Ganbin/4d-development-skillComprehensive 4D v21 development expert with embedded official documentation. Covers ORDA patterns, entity classes, data model classes, queries, classic methods, data types, error handling, forms, events, web server, and REST API. Use when working with 4D files (.4dm), 4D language questions, 4D project structure, entity classes, ORDA queries, database operations, form development, web server configuration, REST API usage, or any 4D-specific syntax issue. Includes full official 4D v21 documentation for on-demand retrieval. Triggers on: .4dm files, 4D code, ORDA, entity selection, dataclass, 4D 9
16. 304Data Oriented DesignData-Oriented-Design-for-Games/data-oriented-designLanguage-agnostic architecture guide for building games and performance-sensitive apps with Data-Oriented Design (DOD) — adapted from *High Performance Unity Game Development (Using data-oriented design)* by Nitzan Wilnai, generalized to any language and with a first-class HTML5/JavaScript/Canvas track. Use this skill whenever building or reviewing a game (or real-time/simulation code) in DOD style outside Unity — especially HTML/JS/Canvas, but also C, C++, Rust, Go, Zig, or plain C#. Trigger when the user asks to: scaffold a game or feature in DOD style, generate DOD-compliant code, review co9
17. 305Isms P Auditbasejb/isms-p-audit-skillISMS-P 인증 사전 점검을 위한 코드/IaC 정적 분석 스킬. 사용자가 "ISMS 점검", "ISMS-P 준비", "보안 감사", "통제항목 점검", "개인정보보호 감사", "정보보호 인증 준비"를 언급하거나, NestJS/ Spring/Django/Rails 같은 백엔드 프로젝트에서 IAM·로깅·암호화·접근통제 미흡 사항을 식별해 달라고 요청할 때 호출한다. Glob/Grep/Read로 코드와 Terraform/CloudFormation/Kubernetes 매니페스트를 스캔해 ISMS-P 통제항목과 매핑된 리스크 보고서를 생성한다. EN: Static analysis skill for ISMS-P (Korean Personal Information & Information Security Management System) pre-audit. Triggers on phrases like "ISMS audit", "ISMS-P readiness", "security compliance check", "Korean privacy audit". Scans source code and IaC to map findings to ISMS-P controls and 9
18. 306Product Requirements Reviewfourierwang66666/product-requirements-reviewConducts structured product requirements review from idea to design doc. As PM asks clarifying questions; analyzes essence (problem, audience, real demand, business logic); researches competitors and data; as CTO assesses technical feasibility and Vibecode cost/time; then proposes creative, shortest-path solutions (smart, non-generic, with unique value or cold-start); makes go/no-go; if go, produces concept, name, architecture, user flows, system design (Vibecode-oriented), design references, and full design document. Principles: no process for its own sake, challenge ideas directly, common se9
19. 307Project Daily Summaryleonsong09/project-daily-summaryUse when the user wants a same-day Codex work summary grouped by project folder or repository, combining today's Codex sessions, extracted plans, completed items, commits, and uncommitted changes, or says 项目日报, 日报, 今日工作总结, 按项目总结今天, 总结今天所有 Codex 会话, 总结今天会话+提交+未提交改动.9
20. 308Session Wrapleonsong09/session-wrapUse when the user wants to wrap up the current coding session, summarize the current session before ending work, document learnings, decide what to commit, or says 总结会话, 会话总结, 收尾, 会话收尾, 结束会话, 总结本次会话.9
21. 309Thermo Nuclear Code Quality ReviewOreo992/thermo-nuclear-code-quality-reviewRun an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code quality review, thermonuclear review, deep code quality audit, or especially harsh maintainability review.9
22. 310Ask CodexbookSiYi1412/ask-codexTRIGGER when: user requests implementation work, repo exploration, data/log inspection, broad codebase search, impact analysis, verification-heavy shell work, or explicitly mentions Codex ("用 codex 做", "让 codex 执行", "ask codex to...", "use codex", "delegate to codex"). Also trigger for heavy internal subtasks that Claude Code might otherwise offload to a lightweight model/Haiku. DO NOT TRIGGER when the task is primarily user-facing product judgment, architecture choice, git/PR/release operations, or requires multi-turn clarification before useful work can begin. This skill routes work between 10
23. 311Codewikiekuttan/codewikiGenerate a structured product knowledge base from codebase scanning. Creates a codewiki/ folder with architecture docs, user flows, API reference, service maps, and more. Also generates CLAUDE.md. Handles single repos, monorepos, and multi-repo microservices. Use when asked to document a project, generate a knowledge base, map architecture, create onboarding docs, or set up CLAUDE.md for a codebase.10
24. 312Coding Workfloww93139/coding-workflowGuide implementation, bug fixes, scripts, and small projects through a proportionate brief, scoped changes, fresh verification, and independent read-only review. Use when Codex is asked to change code; keep tiny edits lightweight and do not activate for explanation-only or review-only requests.10
25. 313Ip StudioCheshireMew/ip-studio创建、锁定并长期复用个人或品牌 IP 角色，并用同一角色实际制作头像、主页横幅、资料卡、文章视觉、离散状态式 2D 动态角色素材和 Codex v2 桌宠；环境没有生图能力时才回退为完整提示词包。Use when a user wants to turn identity cues or existing art into a stable stylized character kit; use that locked character in social or content visuals; produce runtime-grounded static poses, directional clips, state loops, one-shot actions, transitions, sprite atlases, or interface-character motion; or build a Codex-compatible v2 pet as one fixed platform adapter. Do not use for generic visuals without an IP character, photorealistic digital doubles, general motion graphics, skeletal animation, 8
26. 314Weaver E9 Devsilent-reader-cn/weaver-e9-dev泛微OA（Weaver E-Cology 9 / E9）全栈开发指南，覆盖四大块内容： (1) 数据库 —— 1,699 张物理表结构、核心表全景字典、高频业务 SQL 模版； (2) 后端接口 —— 538 个官方 REST API（工作流程/人力资源/知识管理/考勤/表单建模/门户/协作/邮件）与 Token 认证鉴权； (3) 前端 JS API —— 流程表单 WfForm 与建模表单 ModeForm 全量接口； (4) 集成与扩展 —— WebService (SOAP)、Java 后端二次开发、消息中心推送、第三方 SSO 与组织架构同步。 当需要进行泛微OA后端接口调用、E9 REST API 对接、认证鉴权（AppID/RSA/AES/Token）、 组织架构同步、表单建模、流程流转、编写业务 SQL、查询底层表结构、 开发流程表单代码块（WfForm/ModeForm）、对接钉钉/企业微信/飞书或排错时使用。 接口参数与表结构均可用内置统一检索脚本按关键词定位，无需逐个打开文档。8
27. 315Decision FrameworkFeroVolar/Decision-Framework-SkillA structured decision-making coach inspired by practical business decision principles. Helps users think clearly by asking progressively relevant questions, challenging assumptions, identifying trade-offs, and summarizing the decision.8
28. 316Akshareareaox/akshare-openA股全覆盖 + 港股 + 美股 + 指数 + 财务 + 宏观经济数据。 免费、无需 API Key、Python 原生。支持实时行情、历史K线、板块分析、资金流向、 财务三表、股东研究、龙虎榜、涨跌停、融资融券、宏观数据等。 提到A股、港股行情、财务报表、财报、宏观、GDP、CPI、PMI、板块、资金流、 龙虎榜、涨跌停、融资融券、IPO、解禁、研报 时自动使用。8
29. 317Blazepascalorg/blazeQuietly reuse and improve verified coding lessons across agents. Use for a nontrivial debugging or implementation problem where an earlier solution could help, when a Blaze offer or receipt appears, or when the user asks to inspect, install, update, contribute to, or link Blaze. Check applicability, verify locally, and close the lookup with an honest outcome and contribution disposition without adding routine user-visible narration.8
30. 318Cocos Creator 2415hoaile2kdev/cocos-agent-skillsUse when Codex needs Cocos Creator 2.4.x/2.4.15 engine-specific guidance for TypeScript cc.Component scripts, cc._decorator/@property editor bindings, prefab/UI creation from screenshots or mockups, serialized .prefab/.fire scene authoring, cc.Node hierarchy/events/transforms, cc.assetManager/resources/bundles, cc.tween/actions, Spine sp.Skeleton, web-mobile builds, or fixes that must avoid newer Cocos APIs.9
31. 319Code Reviewquanru/code-review-skillPerform architecture- and maintainability-focused code reviews. Use when the user asks for code review, style review, refactoring feedback, or review of architecture, cohesion, coupling, TypeScript rigor, naming, tests, responsibility boundaries, or unnecessary abstractions.9
32. 320Code2wikiwoaillr-crypto/code2wiki为大型后端项目生成和维护面向业务的 Business Context Layer（业务语义层 / 项目知识地图）。当需要总结、梳理、文档化、wiki 化、构建上下文、创建领域 skill、提升 LLM 对既有后端代码库的理解时使用——尤其适用于 10w+ 行、50w+ 行这类需求主要由业务驱动而不是技术模块驱动的系统。支持 Java/Spring、Kotlin（Spring/Ktor）、Python（Django/FastAPI/Flask）、Go（Gin/Echo/gRPC）、TypeScript/JavaScript（NestJS/Express）等多种后端栈；扫描器自动识别项目语言，混合语言 Monorepo 会并行扫描所有命中插件。也适用于多级业务域目录、项目知识地图、API/Database/Code Entrypoint 映射、风险清单、分层上下文（L0/L1/L2/Source）建设等任务。8
33. 321CodemapAsixa/codemap-skillGenerate and incrementally maintain an interactive architecture map plus a per-module code-quality audit (health scores 0-100, smell findings, lines-of-code, and a clickable dependency graph) for any codebase. Use when the user wants to visualize a project's functional modules, audit or score code quality, check whether the architecture map is stale / up to date, incrementally refresh it after code changes, or auto-fix the findings of a specific module. Module audits are run by independent subagents against a fixed rubric. Triggers: "architecture map", "module map", "audit the codebase", "scor8
34. 322Golangsaisudhir14/claude-skillsUse when writing, reviewing, or refactoring Go code. Provides production best practices for Go covering error handling, concurrency, naming, testing, performance, generics, iterators, and common pitfalls. Distilled from Google Go Style Guide, Uber Go Style Guide, Effective Go, and Go Code Review Comments. Updated for Go 1.25.9
35. 323Java Developmentzander-zyx/java-development-skillUse when writing, refactoring, or reviewing any Java or JVM code: plain Java, libraries, CLI tools, Android Java, Maven/Gradle dependency and build governance (pom.xml, BOMs, version catalogs, toolchains), Spring Boot development and version migration (2.x to 3.x, 3.x to 4.x, javax to jakarta), MyBatis/MyBatis-Plus or JPA/Hibernate persistence, writing tests with JUnit 5, Mockito, AssertJ, and Testcontainers, API design, exception handling, security review, Java upgrades, and JVM troubleshooting such as OOM, high CPU, GC tuning, GC logs, thread dumps, deadlocks, and memory leaks. Also covers J8
36. 324Openclaw Genpark Vocalistalphaparkinc/openclaw-genpark-vocalistOpenClaw GenPark Vocalist - Pure standard library acoustic time-domain autocorrelation pitch tracker and vocal stability estimator.9
37. 325Semi Formal Reasoningknot0-com/semi-formal-reasoningUse for code verification, debugging, and deep code analysis without running tests. This skill should be used when the user asks to "verify my changes", "check my patch", "find the bug", "why does this test fail", "are these changes correct", "review this diff", or when analyzing code semantics that require tracing execution paths. It applies semi-formal structured reasoning from the Agentic Code Reasoning paper (Ugare & Chandra, Meta, 2026) to prevent unsupported claims and force evidence-based analysis.9
38. 326Spec Driven Developmentmariano-aguero/spec-driven-development-skillStructures feature work for AI coding agents into gated phases — research, spec, plan, tasks, implement, validate — each producing a short reviewable artifact that constrains the next. Use when requirements are informal or drift-prone, when the same prompt produces different implementations across sessions, or when a feature touches auth, database schema, or API contracts. Keywords: spec-driven development, SDD, spec.md, plan.md, tasks.md, constitution.md, acceptance criteria, drift detection.9
39. 327Swe CLI SkillsSylphAI-Inc/swe-cli-skillsSenior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms8
40. 328Wechat Miniprogram SkillGourdbaby/wechat-miniprogram-skillExpert guidelines for Native WeChat Mini Program development focusing on performance, code size, and native compatibility. Use when developing WeChat Mini Programs in native JavaScript.9
41. 329Zemax Python ConnectHao-xl/zemax-python-connect当用户提到 Zemax OpticStudio Python 连接、ZOS-API 配置、独立应用程序、交互扩展、CreateNewApplication、ConnectAsExtension、ZOSAPI_NetHelper.dll、NotAuthorized、PrimarySystem None、Instance Number，或在连接 Python 与 Zemax 时遇到 --replace-current 时使用。9
42. 330Code Functionlyp1278471473/code-functionTurn any project into one self-contained interactive HTML map that answers: which code implements this feature/page? Show every feature of the project, and for each, all the code across frontend/backend/database/workers with exact file:line — clickable to open in the user's editor. Use when the user says 'code-function', '功能地图', '这个功能对应哪段代码', '生成功能地图', 'locate the code for <feature>', or asks to map features/pages to their implementation. Also use to refresh a map generated earlier.7
43. 331CodexCleanUpmanwithshit/CodexCleanUp检查当前 Codex 会话是否属于正确的 Project，并在用户选择推荐分组后，使用官方 Codex App 能力在目标 Project 下创建一个带压缩上下文的交接会话。保留原会话、原标题和原归属，不关闭 App，不修改本地私有状态。用户说“整理当前会话”“这个会话该放哪个 Project”“帮我调整分组”“清理 Codex 会话”“codex clean up”“CodexCleanUp”或明确要求把当前会话交接到另一个 Project 时使用。8
44. 332Lixi Reversewobushilixi/lixi-reverse【启动词：李喜，路径，需求】李喜 = 安卓授权/卡密验证的全自动逆向绕过。 四层判型：控制面 APK/dex · 脚本面 壳里的 .lua · 载荷面 ELF/.so · 特权面 .ko 内核模块； 另加服务端判决面（真响应重放 / 假服务器 / SNI 侦察）。一个入口脚本跑完只读分析并出 【带原字节的可执行命令】。23 个 Python 工具 + 3 个跨语言第一响应，不依赖 jadx/apktool/frida。 核心判据：能不能破由"判决归属"决定，不由"加密强度"决定。输出语言：中文。 触发词：李喜 / 安卓逆向 / APK / dex / 卡密 / 授权 / 内核模块 / ko / 驱动 / ELF / so / 脱壳 / 加固 / 重放 / 绕过。7
45. 333Opus Mode for Codexncusspm25/opus-mode-for-codexUse for long-running or multi-turn tasks, ambiguous debugging, architecture work, multi-file changes, complex research, and continuation of context-heavy work. Preserve task state, synthesize earlier context, maintain global consistency, investigate root causes, challenge premature conclusions, and verify outcomes before claiming completion. Do not use for trivial edits, obvious one-step tasks, simple rewrites, isolated typos, or simple questions.8
46. 334Powershell Windows CLIUncertaintyDeterminesYou4ndMe/powershell-windows-cli-agent-skillPowerShell and Windows Command Prompt (CMD/Batch) expert skill. Use whenever the user asks about PowerShell, pwsh, CMD.exe, batch files, Windows Terminal, Windows command line, Windows administration, Windows automation, registry edits, Windows services, event logs, scheduled tasks, WMI/CIM, Active Directory, UAC, execution policy, file permissions, PATH environment variables, or running Windows commands from an agent. Trigger especially on phrases like: "write a PowerShell script", "how do I do X in CMD", "Windows batch", "PowerShell error", "my CMD command failed", "list services", "query ev8
47. 335Rust CorrectnesszsoXi/rust-correctnessUse when writing, fixing, or reviewing Rust code involving error handling, type invariants, ownership, lifetimes, async Send bounds, Clippy, or MSRV. Apply to E0382, E0499, E0502, E0597, E0716, use after move, overlapping borrows, short-lived temporaries, non-Send futures, panics on external input, deserialization that bypasses validation, and swapped identifiers.8
48. 336Xways Xtension Authoringkev365/xways-xtension-builder-skillThis skill should be used when the user asks to "create/scaffold a new X-Tension", "wrap a CLI tool in an X-Tension", "port a convention into an X-Tension" (helper-exe verification, Ctrl-to-save, output-dir), "audit/modernize an X-Tension", "build/compile an X-Tension", "prep an X-Tension for public release", or asks which XWF_* API call, flag, or property number to use, for X-Ways Forensics. Covers template selection, the PowerShell scaffold/build scripts, the convention library, and verifying every XWF_ call against distilled API reference notes. Does NOT handle general X-Ways usage question7