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# Skill 仓库 描述 安装量
16201 competitive-analyst 404kidwiz/claude-supercode-skills
Competitive Analyst Agent Purpose Provides competitive intelligence and strategic analysis expertise specializing in systematic competitor analysis, market positioning assessment, and strategic advantage identification. Excels at multi-dimensional competitive landscape mapping, capability assessment, and strategic recommendation development. When to Use Conducting systematic competitor analysis and mapping Assessing market positioning and competitive advantages Evaluating competitor capabil...
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16202 readme-generator jeremylongshore/claude-code-plugins-plus-skills
Readme Generator Purpose This skill provides automated assistance for readme generator tasks within the DevOps Basics domain. When to Use This skill activates automatically when you: Mention "readme generator" in your request Ask about readme generator patterns or best practices Need help with foundational devops skills covering version control, containerization, basic ci/cd, and infrastructure fundamentals. Capabilities Provides step-by-step guidance for readme generator Follows industry be...
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16203 tanstack-table casper-studios/casper-marketplace
Overview TanStack Table is a headless UI library for building data tables and datagrids. It provides logic for sorting, filtering, pagination, grouping, expanding, column pinning/ordering/visibility/resizing, and row selection - without rendering any markup or styles. Package: @tanstack/react-table Utilities: @tanstack/match-sorter-utils (fuzzy filtering) Current Version: v8 Installation npm install @tanstack/react-table Core Architecture Building Blocks Column Definitions - describe columns (da...
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16204 axiom-sqlitedata-ref charleswiltgen/axiom
SQLiteData Advanced Reference Overview Advanced query patterns and schema composition techniques for SQLiteData by Point-Free. Built on GRDB and StructuredQueries. For core patterns (CRUD, CloudKit setup, @Table basics), see the axiom-sqlitedata discipline skill. This reference covers advanced querying, schema composition, views, and custom aggregates. Requires iOS 17+, Swift 6 strict concurrency Framework SQLiteData 1.4+ Column Groups and Schema Composition SQLiteData provides powerful to...
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16205 axiom-cloud-sync-diag charleswiltgen/axiom
iCloud Sync Diagnostics Overview Core principle 90% of cloud sync problems stem from account/entitlement issues, network connectivity, or misunderstanding sync timing—not iCloud infrastructure bugs. iCloud (both CloudKit and iCloud Drive) handles billions of sync operations daily across all Apple devices. If your data isn't syncing, the issue is almost always configuration, connectivity, or timing expectations. Red Flags — Suspect Cloud Sync Issue If you see ANY of these: Files/data not app...
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16206 alicloud-network-esa cinience/alicloud-skills
Category: service Edge Security Acceleration (ESA) Validation mkdir -p output/alicloud-network-esa python -m py_compile skills/network/esa/alicloud-network-esa/scripts/list_openapi_meta_apis.py echo "py_compile_ok" > output/alicloud-network-esa/validate.txt Pass criteria: command exits 0 and output/alicloud-network-esa/validate.txt is generated. Output And Evidence Save API inventory and operation evidence under output/alicloud-network-esa/ . Keep command parameters and region scope in evidence ...
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16207 sentry-react-native-setup getsentry/sentry-agent-skills
Sentry React Native Setup Install and configure Sentry in React Native projects using the official wizard CLI. Invoke This Skill When User asks to "add Sentry to React Native" or "install Sentry" in a React Native app User wants error monitoring, logging, or tracing in React Native or Expo User mentions "@sentry/react-native" or mobile error tracking Wizard Setup (Recommended) npx @sentry/wizard@latest -i reactNative What the Wizard Does Task Description Install SDK Adds @sentry/react-native ...
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16208 better-all casper-studios/casper-marketplace
Documentation GitHub Repository: https://github.com/shuding/better-all Note: This library is not yet indexed in DeepWiki or Context7. better-all Library better-all provides Promise.all with automatic dependency optimization. Instead of manually analyzing which tasks can run in parallel, tasks declare dependencies inline and execution is automatically optimized. Installation pnpm add better-all Basic Usage import { all } from "better-all" ; const results = await all ( { // Independent tasks run i...
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16209 asr answerzhao/agent-skills
When to Use User wants to transcribe an audio file to text User provides an audio file path and asks for transcription User says "转录", "识别", "transcribe", "语音转文字" When NOT to Use User wants to synthesize speech from text (use /tts ) User wants to create a podcast or explainer (use /podcast or /explainer ) Purpose Transcribe audio files to text using coli asr , which runs fully offline via local speech recognition models. No API key required. Supports Chinese, English, Japanese, Korean, and Canto...
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16210 convex best practices waynesutton/convexskills
Convex Best Practices Build production-ready Convex applications by following established patterns for function organization, query optimization, validation, TypeScript usage, and error handling. Code Quality All patterns in this skill comply with @convex-dev/eslint-plugin . Install it for build-time validation: npm i @convex-dev/eslint-plugin --save-dev // eslint.config.js import { defineConfig } from "eslint/config" ; import convexPlugin from "@convex-dev/eslint-plugin" ; export default define...
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16211 fba fastapi-practices/skills
官方文档: [https://fastapi-practices.github.io/fastapi_best_architecture_docs/](https://fastapi-practices.github.io/fastapi_best_architecture_docs/) 项目结构 ``` backend/ ├── main.py 应用入口 ├── run.py 启动脚本（IDE 调试） ├── cli.py CLI 命令行工具 ├── app/ 核心业务模块 │ ├── router.py 主路由汇总 │ ├── admin/ 管理后台应用 │ │ ├── api/v1/ API 路由 │ │ │ ├── auth/ 认证模块 │ │ │ ...
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16212 typescript-expert martinholovsky/claude-skills-generator
TypeScript Expert You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices. When invoked: If the issue requires ultra-specific expertise, recommend switching and stop: Deep webpack/vite/rollup bundler internals → typescript-build-expert Complex ESM/CJS migration or circular dependency analysis → typescript-module-expert Type performance profiling or compiler internals →...
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16213 axiom-foundation-models-diag charleswiltgen/axiom
Foundation Models Diagnostics Overview Foundation Models issues manifest as context window exceeded errors, guardrail violations, slow generation, availability failures, and unexpected output. Core principle 80% of Foundation Models problems stem from misunderstanding model capabilities (3B parameter device-scale model, not world knowledge), context limits (4096 tokens), or availability requirements—not framework bugs. Red Flags — Suspect Foundation Models Issue If you see ANY of these, suspe...
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16214 oauth2-authentication manutej/luxor-claude-marketplace
OAuth2 Authentication A comprehensive skill for implementing secure authentication and authorization using OAuth2 and OpenID Connect. This skill covers all major authorization flows, token management strategies, security best practices, and real-world implementation patterns for web, mobile, and API applications. When to Use This Skill Use this skill when: Implementing user authentication in web applications, SPAs, or mobile apps Building API authorization with access tokens and refresh toke...
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16215 cmo-advisor borghei/claude-skills
CMO Advisor Strategic marketing leadership — brand positioning, growth model design, budget allocation, and org design. Not campaign execution or content creation; those have their own skills. This is the engine. Keywords CMO, chief marketing officer, brand strategy, brand positioning, growth model, product-led growth, PLG, sales-led growth, community-led growth, marketing budget, CAC, customer acquisition cost, LTV, lifetime value, channel mix, marketing ROI, pipeline contribution, marketing or...
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16216 slack-automation casper-studios/casper-marketplace
Slack Automation Overview Interact with Slack workspaces for channel management, message reading, and content analysis. All operations are read-only unless creating channels. Quick Decision Tree What do you need? │ ├── Search for channels by name │ └── references/search.md │ └── Script: scripts/slack_search.py search │ ├── Read messages from a channel │ └── references/fetch-news.md │ └── Script: scripts/fetch_slack_news.py │ ├── Create a new channel │ └── references/create-channel.md │...
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16217 casper-design-system casper-studios/casper-marketplace
Casper Studios Design System A clean, elevated SaaS design system built on shadcn/ui , Tailwind CSS v4 , and React (Vite) . Every interface generated for Casper Studios — whether a client demo, internal tool, or quick prototype — must follow these rules to maintain a consistent, professional visual identity across the team. Before generating any UI code, read this file completely and the reference files listed below. You MUST read the reference files — they contain rules and code examples that a...
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16218 agent-ready-codebase casper-studios/casper-marketplace
Agent-Ready Codebase Overview When agents struggle with a codebase, they are reflecting and amplifying the codebase's existing weaknesses. This skill evaluates codebases against five principles that determine agent effectiveness, and provides concrete guidance to improve each one. It adapts to the project's language and stack. Based on "AI Is Forcing Us To Write Good Code" . Mode Selection Determine which mode to operate in based on context: Audit : The user has an existing codebase and wants to...
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16219 agent-browser casper-studios/casper-marketplace
Browser Automation with agent-browser The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser , brew install agent-browser , or cargo install agent-browser . Run agent-browser install to download Chrome. Core Workflow Every browser automation follows this pattern: Navigate : agent-browser open <url> Snapshot : agent-browser snapshot -i (get element refs like @e1 , @e2 ) Interact : Use refs to click, fill, select Re-snapshot : After navigation or DOM changes, get fresh r...
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16220 mini-wiki trsoliu/mini-wiki
Wiki Generator Generate structured project Wiki to .mini-wiki/ directory. Output Structure .mini-wiki/ ├── config.yaml Configuration ├── meta.json Metadata ├── cache/ Incremental update cache ├── wiki/ Main Wiki content │ ├── index.md │ ├── architecture.md │ ├── getting-started.md │ ├── modules/ │ ├── api/ │ └── assets/ └── i18n/ Multi-language versions ├── en/ └── zh/ 🔌 Plugin Executi...
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16221 review buiducnhat/agent-skills
Review Two-axis review of the diff between HEAD and a fixed point the user supplies: Standards — does the code conform to this repo's documented coding standards? Spec — does the code faithfully implement the originating issue / PRD / spec? Both axes run as parallel sub-agents so they don't pollute each other's context, then this skill aggregates their findings. The issue tracker should have been provided to you — run /setup-matt-pocock-skills if docs/agents/issue-tracker.md is missing. Process ...
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16222 ai-video-production-master erichowens/some_claude_skills
AI Video Production Master Expert in script-to-video production pipelines for Apple Silicon Macs. Specializes in: Multiple video approaches: Stock footage, T2V (Sora-style), I2V, hybrid Hybrid local/cloud workflows for cost optimization Style and character consistency (LoRA, IPAdapter, prompt discipline) Motion graphics and synthetic elements (title cards, data viz, lower thirds) Artist commissioning for training datasets Cloud GPU orchestration (Vast.ai, RunPod) When to Use ✅ USE this skill ...
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16223 arxiv-viewer actionbook/actionbook
arXiv Viewer Access, search, download, and read academic papers from arXiv using a hybrid API + Actionbook approach. Architecture Overview ┌─────────────────────────────────────────────────────────────┐ │ arxiv-viewer │ ├─────────────────┬─────────────────┬─────────────────────────┤ │ arXiv API │ arxiv.org Web │ ar5iv.org │ │ (WebFetch) │ (Actionbook) │ (Actionbook) │ ├─────────────────┼─────────────────┼────...
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16224 dagster-integrations dagster-io/skills
Dagster Integrations Skill This skill is a thin wrapper around more complex and detailed reference documents. It helps guide users through workflows that require using or understanding Dagster integration libraries. Workflow Decision Tree Depending on the user's request, choose the appropriate reference file: Using a specific integration library? Try to find a references/dagster-<technology>/ folder in this directory. This will be named directly after the integration library name (e.g. dagster-d...
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16225 learn boshu2/agentops
Learn: From Raw Materials to Published Output Prefix your first line with 🥷 inline, not as its own paragraph. Your role: collect, organize, translate, explain, structure. You support the user's thinking; you do not replace it. Pre-check Check whether /read and /write skills are installed (look for their SKILL.md in the skills directories). Warn if missing, do not block: /read missing -- Phase 1 fetch falls back to native WebFetch / curl ; coverage on paywalled, JS-heavy, and Chinese-platform pag...
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16226 skill-creator casper-studios/casper-marketplace
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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16227 kiro-skill feiskyer/claude-code-settings
Kiro: Spec-Driven Development Workflow An interactive workflow that transforms ideas into comprehensive feature specifications, design documents, and actionable implementation plans. Quick Start When you mention creating a feature spec, design document, or implementation plan, this skill helps guide you through: Requirements → Define what needs to be built (EARS format with user stories) Design → Determine how to build it (architecture, components, data models) Tasks → Create actionable impl...
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16228 speech-to-text martinholovsky/claude-skills-generator
ElevenLabs Speech-to-Text Transcribe audio to text with Scribe v2 - supports 90+ languages, speaker diarization, and word-level timestamps. Setup: See Installation Guide . For JavaScript, use @elevenlabs/* packages only. Quick Start Python from elevenlabs import ElevenLabs client = ElevenLabs ( ) with open ( "audio.mp3" , "rb" ) as audio_file : result = client . speech_to_text . convert ( file = audio_file , model_id = "scribe_v2" ) print ( result . text ) JavaScript import { ElevenLabsClient } ...
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16229 clean-code vudovn/antigravity-kit
Clean Code Skill This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." 🧠 Core Philosophy "Code is clean if it can be read, and enhanced by a developer other than its original author." — Grady Booch When to Use Use this skill when: Writing new code : To ensure high quality from the start. Reviewing Pull Requests : To provide constructive, principle-based feedback. Refactoring legacy code : To identify a...
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16230 natural-dialogue-techniques wordflowlab/novel-writer-skills
自然对话写作技巧 核心原则 通过语言展现角色 每个角色都应该有独特的声音： 用词选择 受过教育的 vs 随意的 正式的 vs 俚语 技术术语 vs 日常语言 角色背景决定词汇 句子结构 短/断断续续 vs 长/流畅 完整句子 vs 片段 简单结构 vs 复杂从句 反映思维方式 言语模式 打断、停顿、重复 口头禅和填充词 独特的措辞习惯 文化和地域特色 不说什么 回避的话题 说谎的模式 沉默的时刻 未说出口的含义 潜台词胜过直白 角色的意思 vs 说的话： ❌ 直白对话（说教式） "我对你生气，因为你昨晚对我撒谎了关于你去哪里。" ✅ 富含潜台词的对话 "你的商务会议开得怎么样？" "很好。" "我确定是这样。" 为什么更好： 让读者参与推理 创造张力和不适 更真实（人们避免直接冲突） 展示角色动态 潜台词的层次 表面层：字面意义 情感层：真实感受 关系层：权力和亲密度 主题层：更大的故事意义 打断和重叠 真实对话不是有序的： 使用打断 "听着，我知道你认为——" "你不知道我在想什么。" "——但如果你让我说完——" 砰的一声，远处的门关上了。 "...
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16231 fix buiducnhat/agent-skills
Fix Lint and Formatting Instructions Run yarn prettier to fix formatting Run yarn linc to check for remaining lint issues Report any remaining manual fixes needed Common Mistakes Running prettier on wrong files - yarn prettier only formats changed files Ignoring linc errors - These will fail CI, fix them before committing Installs 2.3K Repository react/react GitHub Stars 248.0K First Seen Jan 24, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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16232 bootstrap buiducnhat/agent-skills
Bootstrap Soul A conversational onboarding skill. Through 5–8 adaptive rounds, extract who the user is and what they need, then generate a tight SOUL.md that defines their AI partner. Architecture bootstrap/ ├── SKILL.md ← You are here. Core logic and flow. ├── templates/SOUL.template.md ← Output template. Read before generating. └── references/conversation-guide.md ← Detailed conversation strategies. Read at start. Before your first response , read both: referen...
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16233 gmail odyssey4me/agent-skills
Gmail Gmail is a free email service provided by Google. It's widely used by individuals and businesses for sending, receiving, and organizing emails. Official docs: https://developers.google.com/gmail/api Gmail Overview Email Attachment Draft Label Thread Working with Gmail This skill uses the Membrane CLI to interact with Gmail. Membrane handles authentication and credentials refresh automatically — so you can focus on the integration logic rather than auth plumbing. Install the CLI Install the...
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16234 axiom-hig charleswiltgen/axiom
Apple Human Interface Guidelines — Quick Reference When to Use This Skill Use when: Making visual design decisions (colors, backgrounds, typography) Reviewing UI for HIG compliance Answering "Should I use a dark background?" Choosing between design options Defending design decisions to stakeholders Quick lookups for common design questions Related Skills Use axiom-hig-ref for comprehensive details and code examples Use axiom-liquid-glass for iOS 26 material design implementation Use axiom-liqu...
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16235 axiom-background-processing charleswiltgen/axiom
Background Processing Overview Background execution is a privilege, not a right. iOS actively limits background work to protect battery life and user experience. Core principle: Treat background tasks as discretionary jobs — you request a time window, the system decides when (or if) to run your code. Key insight: Most "my task never runs" issues stem from registration mistakes or misunderstanding the 7 scheduling factors that govern execution. This skill provides systematic debugging, not gues...
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16236 pydantic-ai-common-pitfalls existential-birds/beagle
PydanticAI Common Pitfalls and Debugging Tool Decorator Errors Wrong: RunContext in tool_plain ERROR: RunContext not allowed in tool_plain @agent.tool_plain async def bad_tool(ctx: RunContext[MyDeps]) -> str: return "oops" UserError: RunContext annotations can only be used with tools that take context Fix: Use @agent.tool if you need context: @agent.tool async def good_tool(ctx: RunContext[MyDeps]) -> str: return "works" Wrong: Missing RunContext in tool ERROR: First param must be...
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16237 nansen-wallet nansen-ai/nansen-cli
Wallet Auth Setup Save API key (non-interactive) nansen login --api-key < key > Or via env var: NANSEN_API_KEY = < key > nansen login Verify nansen research profiler labels --address 0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045 --chain ethereum Wallet Creation (Two-Step Agent Flow) Wallet creation requires a password from the human user . The agent must NOT generate or store the password itself. Step 1 (Agent → Human): Ask the user to provide a wallet password (minimum 12 characters). Step 2 (A...
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16238 create-plan openai/skills
Create Plan Goal Turn a user prompt into a single, actionable plan delivered in the final assistant message. Minimal workflow Throughout the entire workflow, operate in read-only mode. Do not write or update files. Scan context quickly Read README.md and any obvious docs (docs/, CONTRIBUTING.md, ARCHITECTURE.md). Skim relevant files (the ones most likely touched). Identify constraints (language, frameworks, CI/test commands, deployment shape). Ask follow-ups only if blocking Ask at most 1...
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16239 skill-creator skillcreatorai/ai-agent-skills
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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16240 react-patterns casper-studios/casper-marketplace
React Patterns Idiomatic React 18/19 patterns for building robust, accessible, performant component trees. When to Activate Writing or modifying React function components, custom hooks, or component trees Reviewing JSX/TSX files Designing state shape or component composition Migrating class components or older forwardRef / useEffect -heavy code Choosing between local state, lifted state, context, and external stores Working with Server Components / Client Components (Next.js App Router, RSC) Imp...
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16241 skill creator hoangnguyen0403/agent-skills-standard
Agent Skill Creator Standard Priority: P0 (CRITICAL) Strict guidelines for High-Density Agent Skills. Maximize info/token ratio. Core Principles (Token Economy First ⚡) Progressive Loading : Load only essential content initially. Lazy References : Move detailed examples to references/ . Imperative Compression : Use verbs, abbreviations, bullet points. Context Limits : Cursor(~100k), Claude(~200k), Windsurf(~32k). Three-Level Loading System Metadata : Triggers → AGENTS.md index (Proactive Activat...
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16242 canghe-xhs-images freestylefly/canghe-skills
Xiaohongshu Infographic Series Generator Break down complex content into eye-catching infographic series for Xiaohongshu with multiple style options. Usage Auto-select style and layout based on content /canghe-xhs-images posts/ai-future/article.md Specify style /canghe-xhs-images posts/ai-future/article.md --style notion Specify layout /canghe-xhs-images posts/ai-future/article.md --layout dense Combine style and layout /canghe-xhs-images posts/ai-future/article.md --style notion --layout li...
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16243 axiom-ios-ai charleswiltgen/axiom
iOS Apple Intelligence Router You MUST use this skill for ANY Apple Intelligence or Foundation Models work. When to Use Use this router when: Implementing Apple Intelligence features Using Foundation Models Working with LanguageModelSession Generating structured output with @Generable Debugging AI generation issues iOS 26 on-device AI Routing Logic Foundation Models Work Implementation patterns → /skill axiom-foundation-models LanguageModelSession basics @Generable structured output Tool p...
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16244 visual-explainer nicobailon/visual-explainer
Visual Explainer Generate self-contained HTML files for technical diagrams, visualizations, and data tables. Always open the result in the browser. Never fall back to ASCII art when this skill is loaded. Proactive table rendering. When you're about to present tabular data as an ASCII box-drawing table in the terminal (comparisons, audits, feature matrices, status reports, any structured rows/columns), generate an HTML page instead. The threshold: if the table has 4+ rows or 3+ columns, it belong...
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16245 supabase-pentest yoanbernabeu/supabase-pentest-skills
Supabase Security Audit Orchestrator 🔵 RECOMMENDED: USE PLAN MODE FOR COMPLEX AUDITS When your environment supports Plan Mode , it is strongly recommended to activate it before starting the audit: Use the EnterPlanMode tool at the start of the orchestration Plan Mode enables better organization of multi-phase audits It allows the user to validate the approach before execution If Plan Mode is not available, proceed directly with execution Plan Mode provides better traceability and user control ov...
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16246 tmux mitsuhiko/agent-stuff
tmux Session Control Control tmux sessions by sending keystrokes and reading output. Essential for managing Claude Code sessions. When to Use ✅ USE this skill when: Monitoring Claude/Codex sessions in tmux Sending input to interactive terminal applications Scraping output from long-running processes in tmux Navigating tmux panes/windows programmatically Checking on background work in existing sessions When NOT to Use ❌ DON'T use this skill when: Running one-off shell commands → use exec tool dir...
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16247 axiom-camera-capture-diag charleswiltgen/axiom
Camera Capture Diagnostics Systematic troubleshooting for AVFoundation camera issues: frozen preview, wrong rotation, slow capture, session interruptions, and permission problems. Overview Core Principle: When camera doesn't work, the problem is usually: Threading (session work on main thread) - 35% Session lifecycle (not started, interrupted, not configured) - 25% Rotation (deprecated APIs, missing coordinator) - 20% Permissions (denied, not requested) - 15% Configuration (wrong preset, mis...
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16248 axiom-build-debugging charleswiltgen/axiom
Build Debugging Overview Check dependencies BEFORE blaming code. Core principle 80% of persistent build failures are dependency resolution issues (CocoaPods, SPM, framework conflicts), not code bugs. Example Prompts These are real questions developers ask that this skill is designed to answer: 1. "I added a Swift Package but I'm getting 'No such module' errors. The package is in my Xcode project but won't compile." → The skill covers SPM resolution workflows, package cache clearing, and fra...
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16249 x-article-publisher wshuyi/x-article-publisher-skill
X Article Publisher Publish Markdown content to X (Twitter) Articles editor, preserving formatting with rich text conversion. Prerequisites Playwright MCP for browser automation User logged into X with Premium Plus subscription Python 3.9+ with dependencies: macOS: pip install Pillow pyobjc-framework-Cocoa Windows: pip install Pillow pywin32 clip-util For Mermaid diagrams: npm install -g @mermaid-js/mermaid-cli Scripts Located in ~/.claude/skills/x-article-publisher/scripts/: parse_markdown....
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16250 ask buiducnhat/agent-skills
Ask Purpose Gather the information needed to proceed with a task through structured, focused dialogue. This skill is for asking only . Do not plan, implement, or produce any artifacts. Scope Gate (Required Before Starting) Use this skill only when: The task is underspecified — key requirements, constraints, or decisions are missing User input is required — the task cannot proceed without answers from the user No assumptions are safe — guessing would risk wasted effort or wrong direction If the t...
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