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geofeed-tuner
Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses.
githubdaily-prep
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.
githubroundup
按需生成个性化状态简报。从您配置的数据源（GitHub、电子邮件、Teams、Slack 等）拉取信息，进行综合，并以您自己的沟通风格为任何您定义的受众起草更新。
github
deep-research
通用深度研究 Agent 团队。由 13 个 Agent 构成的流水线，可针对任意主题开展严谨的学术研究。提供 8 种模式：全流程深度研究、快速简报、论文评审、文献综述、事实查核、三段式文献扫描、苏格拉底式引导研究对话，以及可选 meta 分析的系统性综述。覆盖研究问题提炼、导师级苏格拉底式引导、研究方法设计、系统性文献检索、文献来源验证、跨来源综合合成、偏倚风险评估、meta 分析、APA 7.0 格式报告撰写、主编评审、魔鬼代言人质询、伦理审查以及研究后文献动态监测。触发词包括：research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, WHY HOW WHAT papers, 3W literature scan, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 三段式文獻掃描, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題, 심층 연구, 문헌 조사, 체계적 문헌고찰, 메타분석, 사실 확인, 연구 방향을 잡아줘, 연구 주제 정하는 것을 도와줘.
imbad0202academic-pipeline
全流程学术研究管线编排器：研究 -> 写作 -> 学术诚信检查 -> 审稿 -> 修改 -> 复审 -> 二次修改 -> 终极学术诚信检查 -> 终稿定稿。高效协同 deep-research、academic-paper 和 academic-paper-reviewer，打造包含强制性学术诚信校验、两轮同行评审与可复现质量关卡的无缝 10 阶段工作流。触发词：academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow, 연구부터 논문까지, 연구 주제 설정부터 논문 완성까지, 논문 전체 워크플로。
imbad0202agent-owasp-compliance
Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security posture before production deployment - Running a compliance check against OWASP ASI 2026 standards - Mapping existing security controls to the 10 agentic risks - Generating a compliance report for security review or audit - Comparing agent framework security features against the standard - Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit"
github
anti-reversing-techniques
理解软件分析过程中遇到的反逆向、混淆和保护技术。在分析恶意软件规避技术、为CTF挑战实现反调试保护、逆向加壳二进制文件或构建需要检测虚拟化环境的安全研究工具时，使用此技能。
wshobson
ghidra-reverse
Use for free/open reverse engineering with Ghidra (headless or GUI), including decompile, cross-refs, and optional Ghidra MCP workflows when IDA is unavailable.
zhaoxuya520
mobile-native
Make a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a browser" from something that feels installed. Covers sticky hover states, tap highlight flashes, the 100vh bug, inputs that zoom the page, laggy taps, pull-to-refresh hijacking scroll, content under the notch, long-press selecting button text, carousels that scroll the wrong way, mismatched status bars, and the rule that you test on real hardware. Use when a web app is being built for or reviewed on mobile, when something "works in Chrome but feels wrong on my phone", when building a PWA, a bottom sheet, a carousel, a full-screen layout, or any touch interaction. For motion itself use animate; for React Native use animate-expo.
emilkowalskiruff-recursive-fix
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
githubazure-architecture-autopilot
Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use this skill: - "Create X on Azure", "Set up a RAG architecture" (new design) - "Analyze my current Azure infrastructure", "Draw a diagram for rg-xxx" (existing analysis) - "Foundry is slow", "I want to reduce costs", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services
githubarchitecture-patterns
实现经过验证的后端架构模式，包括整洁架构、六边形架构和领域驱动设计。在设计新微服务的整洁架构、重构单体应用以使用限界上下文、实现六边形或洋葱架构模式，或调试应用层之间的依赖循环时，使用此技能。
wshobsonjavascript-testing-patterns
使用 Jest、Vitest 和 Testing Library 实现全面的测试策略，涵盖单元测试、集成测试和端到端测试，包括模拟、测试夹具和测试驱动开发。适用于编写 JavaScript/TypeScript 测试、搭建测试基础设施或实施 TDD/BDD 工作流。
wshobsonmodern-javascript-patterns
掌握 ES6+ 特性，包括 async/await、解构、展开运算符、箭头函数、Promise、模块、迭代器、生成器以及函数式编程模式，编写简洁高效的 JavaScript 代码。适用于重构遗留代码、实现现代模式或优化 JavaScript 应用。
wshobsondeployment-pipeline-design
设计包含审批门控、安全检查与部署编排的多阶段CI/CD流水线。在设计零停机部署流水线、实施金丝雀发布策略、设置多环境晋升工作流或调试CI/CD中失败的部署门控时使用此技能。
wshobsonevaluation-methodology
PluginEval 质量方法论——维度、评分标准、统计方法和评分公式。当需要理解插件质量如何衡量、解读某个维度的低分、决定如何提高技能的触发准确性或编排适配性、为市场校准评分阈值，或向 Neon 等外部合作伙伴解释质量徽章时，使用此技能。
wshobsongdpr-compliant
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as "is this GDPR-compliant?". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35.
githubpython-testing-patterns
使用 pytest、fixture、mock 和测试驱动开发实现全面的测试策略。在编写 Python 测试、设置测试套件或实施测试最佳实践时使用。
wshobson
orca-per-workspace-env
用于配置、检查、调试或验证 Orca 的工作区独立环境 Recipe——即为每个工作区按需新建、用完即弃的独立运行时（支持云端沙盒、虚拟机或本地环境）。除了工作区生命周期脚本外，还涵盖了首次初始化的全流程（服务商前置条件、可复用的基础快照、编程 Agent 鉴权快照、凭据与状态管理）。适用于搭建工作区环境、修补 `orca.yaml` 中的 `environmentRecipes` 配置项、生成服务商生命周期脚本脚手架，以及排查并解决 `orca vm recipe doctor` 报错。
stablyaigtm-enterprise-onboarding
Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption cliff that kills deals post-go-live. Includes the Week 4 ghosting pattern.
githubdotnet-timezone
.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone IDs, or when a .NET user needs the timezone for a city, address, region, or country and copy-paste-ready C# code.
githubgtm-developer-ecosystem
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
githubgtm-operating-cadence
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.
githubquality-playbook
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.
github