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# Skill 仓库 描述 安装量
1301 self-improvement pskoett/self-improving-agent
Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. Quick Reference Situation Action Command/operation fails Log to .learnings/ERRORS.md User corrects you Log to .learnings/LEARNINGS.md with category correction User wants missing feature Log to .learnings/FEATURE_REQUESTS.md API/external tool fails Log to .learnings/ERRORS.md with integration details...
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1302 langgraph-human-in-the-loop langchain-ai/langchain-skills
interrupt(value) — pauses execution, surfaces a value to the caller Command(resume=value) — resumes execution, providing the value back to interrupt() Checkpointer — required to save state while paused Thread ID — required to identify which paused execution to resume Requirements Three things are required for interrupts to work: Checkpointer — compile with checkpointer=InMemorySaver() (dev) or PostgresSaver (prod) Thread ID — pass {"configurable": {"thread_id": "..."}} to every invoke / stream c...
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1303 status parallel-web/parallel-agent-skills
Check Research Status Run ID: $ARGUMENTS parallel-cli research status " $ARGUMENTS " --json If CLI not found, tell user to run /parallel:setup .
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1304 remotion-video-production supercent-io/skills-template
Remotion Video Production Remotion을 사용한 프로그래머블 비디오 제작 스킬입니다. 텍스트 지침에서 자동화된 비디오를 생성하고, 일관된 브랜드 비디오를 대규모로 제작합니다. When to use this skill 자동화된 비디오 생성: 텍스트 지침에서 비디오 생성 브랜드 비디오 제작: 일관된 스타일의 대규모 비디오 프로그래머블 콘텐츠: 내레이션, 비주얼, 애니메이션 통합 마케팅 콘텐츠: 제품 소개, 온보딩, 프로모션 비디오 Instructions Step 1: Define the Video Spec video_spec: audience: [타겟 오디언스] goal: [비디오 목적] duration: [총 길이 - 30s, 60s, 90s] aspect_ratio: "16:9" | "1:1" | "9:16" tone: "fast" | "calm" | "cinematic" voice: style: [내레이션 스타일] la...
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1305 flutter-adding-home-screen-widgets flutter/skills
Implementing Flutter Home Screen Widgets Contents Architecture & Data Flow Flutter Integration Workflow iOS Implementation Workflow Android Implementation Workflow Advanced Techniques Examples Architecture & Data Flow Home Screen Widgets require native UI implementation (SwiftUI for iOS, XML/Kotlin for Android). The Flutter app communicates with these native widgets via shared local storage ( UserDefaults on iOS, SharedPreferences on Android) using the home_widget package. Data Write: Flutter ap...
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1306 flutter-interoperating-with-native-apis flutter/skills
Integrating Platform-Specific Code in Flutter Contents Core Concepts & Terminology Binding to Native C/C++ Code (FFI) Implementing Platform Channels & Pigeon Hosting Native Platform Views Integrating Web Content & Wasm Workflows Core Concepts & Terminology FFI (Foreign Function Interface): The dart:ffi library used to bind Dart directly to native C/C++ APIs. Platform Channel: The asynchronous message-passing system ( MethodChannel , BasicMessageChannel ) connecting the Dart client (UI) to the ho...
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1307 flutter-building-plugins flutter/skills
Developing Flutter Plugins Contents Architecture & Design Patterns Workflow: Creating a New Plugin Workflow: Implementing Android Platform Code Workflow: Implementing Windows Platform Code Workflow: Adding Platforms to an Existing Plugin Examples Architecture & Design Patterns Federated Plugins Implement federated plugins to split a plugin's API across multiple packages, allowing independent teams to build platform-specific implementations. Structure federated plugins into three distinct compone...
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1308 app-store-screenshots parthjadhav/app-store-screenshots
App Store Screenshots Create app store screenshots and preview videos via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a device mockup scene belt app run falai/flux-dev-lora --input '{ "prompt": "iPhone 15 Pro showing a clean modern app interface with analytics dashboard, floating at slight angle, soft gradient background, professional product photography, subtle shadow, marketing mockup style", "width": 1024, "height": 1536 }' Platf...
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1309 result parallel-web/parallel-agent-skills
Get Research Result Run ID: $ARGUMENTS parallel-cli research poll " $ARGUMENTS " --json Present results in a clear, organized format. If CLI not found, tell user to run /parallel:setup .
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1310 apify-actor-development apify/agent-skills
Apify Actor Development Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as "Claude Code with Claude Sonnet 4.5". This helps Apify monitor and improve AGENTS.md for specific AI tools and models. What are Apify Actors? Actors are serverless programs inspired by the UNIX philosophy - programs that do one thing well and can be easily combined to build complex systems. They're pa...
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1311 tavily-cli tavily-ai/skills
Tavily CLI Web search, content extraction, site crawling, URL discovery, and deep research. Returns JSON optimized for LLM consumption. Run tvly --help or tvly <command> --help for full option details. Prerequisites Must be installed and authenticated. Check with tvly --status . tavily v0.1.0 > Authenticated via OAuth ( tvly login ) If not ready: curl -fsSL https://cli.tavily.com/install.sh | bash Or manually: uv tool install tavily-cli / pip install tavily-cli Then authenticate: tvly login --ap...
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1312 baoyu-diagram jimliu/baoyu-skills
Diagram Generator Create professional SVG diagrams across multiple diagram types. All output is a single self-contained .svg file with embedded styles and fonts. Supported Diagram Types Type When to Use Key Characteristics Architecture System components & relationships Grouped boxes, connection arrows, region boundaries Flowchart Decision logic, process steps Diamond decisions, rounded step boxes, directional flow Sequence Time-ordered interactions between actors Vertical lifelines, horizontal m...
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1313 dbs-hook dontbesilent2025/dbskill
dbs-hook：短视频开头优化 你是 dontbesilent 的开头优化 AI。你的任务是诊断短视频开头的问题，并生成可执行的优化方案。 核心信念：写不出好开头，90% 是因为内容本身有问题。 开头是内容的试用装，如果内容没有价值、没有素材、没有冲击力，再怎么优化开头也没用。 核心哲学 信条 1：开头是内容的试用装，不是标题的延续 开头必须独立工作。不能假设用户看了标题、看了封面。开头必须在 5 秒内独立建立吸引力。 信条 2：好开头 = 话题 + Hook + 可信度 开头公式 = 话题（讲什么）+ Hook（为什么看）+ 可信度（为什么信你） 例子 ： 话题：选题和标题的区别 Hook：我去年涨粉 200 万 可信度：靠的就是搞清楚这个 完整开头：「我去年涨粉 200 万，靠的就是搞清楚选题和标题的区别」 信条 3：开头要制造悬念，不要直接给答案 错误 ：李亚鹏 30 年干黄十几个项目，证明人脉不等于赚钱 ← 说了答案 正确 ：善良的李亚鹏，认识半个娱乐圈，30 年为什么赚不到钱 ← 留悬念 信条 4：开头必须口播友好 错误 ：你以为你在自律？其实你只是在逃避执行 ← 自问自答...
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1314 flutter-embedding-native-views flutter/skills
Integrating Platform Views and Web Content Contents Platform Views Architecture Web Embedding Architecture Workflow: Implementing Android Platform Views Workflow: Implementing iOS Platform Views Workflow: Embedding Flutter in Web Applications Examples Platform Views Architecture Platform Views allow embedding native views (Android, iOS, macOS) directly into a Flutter application, enabling the application of transforms, clips, and opacity from Dart. Android Implementations (API 23+) Choose the ap...
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1315 startup-financial-modeling wshobson/agents
Startup Financial Modeling Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Overview Financial modeling provides the quantitative foundation for startup strategy, fundraising, and operational planning. Create realistic projections using cohort-based revenue modeling, detailed cost structures, and scenario analysis to support decision-making and investor presentations. Core Components Reven...
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1316 workflow-orchestration-patterns wshobson/agents
Workflow Orchestration Patterns Master workflow orchestration architecture with Temporal, covering fundamental design decisions, resilience patterns, and best practices for building reliable distributed systems. When to Use Workflow Orchestration Ideal Use Cases (Source: docs.temporal.io) Multi-step processes spanning machines/services/databases Distributed transactions requiring all-or-nothing semantics Long-running workflows (hours to years) with automatic state persistence Failure recovery th...
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1317 dbs-action dontbesilent2025/dbskill
dbs-action：执行力诊断 你是 dontbesilent 的执行力诊断 AI。你的任务是帮用户搞清楚：为什么他知道该做什么，但就是不做。 这不是激励工具。这是诊断工具。 你不会告诉用户"加油""相信自己""你已经很棒了"。你会告诉他，他不做的真正原因是什么。 核心判断：99% 的创业问题是伪装成创业问题的心理问题。 如果用户来找你，大概率他的问题不是"不知道怎么做"，而是"知道怎么做但在逃避"。 核心哲学（阿德勒个体心理学 + dontbesilent 的实战观察） 公理 1：拖延是有目的的 按照阿德勒的理论，执行力低是因为： 如果不执行，就可以维护一个人设：「我是一个能力很强但暂时被拖延症耽误的人」 如果执行了，就有可能失败，就无法再维持这个人设：「原来就算没有拖延症这回事，我的能力也不够」 所以拖延的根源是 自卑 ——无法承担执行了却没有结果的风险。 公理 2：「想赚钱」的意思就是不想赚钱 「想赚钱」的意思就是不想赚钱，「正在赚钱」的意思才是想赚钱。用行动定义意愿，不要用语言定义意愿。 从「想赚钱」到「正在赚钱」，中间隔着的不是方法，而是你愿不愿意承认：那些你明知道正确却不...
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1318 python-anti-patterns wshobson/agents
Python Anti-Patterns Checklist A reference checklist of common mistakes and anti-patterns in Python code. Review this before finalizing implementations to catch issues early. When to Use This Skill Reviewing code before merge Debugging mysterious issues Teaching or learning Python best practices Establishing team coding standards Refactoring legacy code Note: This skill focuses on what to avoid. For guidance on positive patterns and architecture, see the python-design-patterns skill. Infrastruct...
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1319 landing-page-design qu-skills/skills
Landing Page Design Design high-converting landing pages with AI-generated visuals via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a hero image belt app run falai/flux-dev-lora --input '{ "prompt": "professional person smiling while using a laptop showing a clean dashboard interface, bright modern office, natural lighting, warm and productive atmosphere, lifestyle marketing photography", "width": 1248, "height": 832 }' Research com...
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1320 verified-agent-identity billionsnetwork/verified-agent-identity
When to use this Skill Lets AI agents create and manage their own identities on the Billions Network, and link those identities to a human owner. When you need to link your agent identity to an owner. When you need to sign a challenge. When you need to link a human to the agent's DID. When you need to verify a signature to confirm identity ownership. When you use shared JWT tokens for authentication. When you need to create and manage decentralized identities. After installing the plugin run the...
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1321 frontend-code-review langgenius/dify
Frontend Code Review Intent Use this skill whenever the user asks to review frontend code (especially .tsx, .ts, or .js files). Support two review modes: Pending-change review – inspect staged/working-tree files slated for commit and flag checklist violations before submission. File-targeted review – review the specific file(s) the user names and report the relevant checklist findings. Stick to the checklist below for every applicable file and mode. Checklist See references/code-quality.md,...
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1322 deep-agents-orchestration langchain-ai/langchain-skills
SubAgentMiddleware : Delegate work via task tool to specialized agents TodoListMiddleware : Plan and track tasks via write_todos tool HumanInTheLoopMiddleware : Require approval before sensitive operations All three are automatically included in create_deep_agent() . Subagents (Task Delegation) Use Subagents When Use Main Agent When Task needs specialized tools General-purpose tools sufficient Want to isolate complex work Single-step operation Need clean context for main agent Context bloat acce...
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1323 wcag-audit-patterns wshobson/agents
WCAG Audit Patterns Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies. When to Use This Skill Conducting accessibility audits Fixing WCAG violations Implementing accessible components Preparing for accessibility lawsuits Meeting ADA/Section 508 requirements Achieving VPAT compliance Core Concepts 1. WCAG Conformance Levels Level Description Required For A Minimum accessibility Legal baseline AA Standard conformance Most regulations AAA...
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1324 tavily-crawl tavily-ai/skills
tavily crawl Crawl a website and extract content from multiple pages. Supports saving each page as a local markdown file. Prerequisites Requires the Tavily CLI. See tavily-cli for install and auth setup. Quick install: curl -fsSL https://cli.tavily.com/install.sh | bash && tvly login When to use You need content from many pages on a site (e.g., all /docs/ ) You want to download documentation for offline use Step 4 in the workflow : search → extract → map → crawl → research Quick start Basic cra...
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1325 youtube-thumbnail-design qu-skills/skills
YouTube Thumbnail Design Create high-CTR YouTube thumbnails with AI image generation via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a thumbnail belt app run falai/flux-dev-lora --input '{ "prompt": "YouTube thumbnail style, close-up of a person with surprised excited expression looking at a glowing laptop screen, vibrant blue and orange color scheme, dramatic studio lighting, shallow depth of field, high contrast, cinematic", "widt...
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1326 storyboard-creation qu-skills/skills
Storyboard Creation Create visual storyboards with AI image generation via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a storyboard panel belt app run falai/flux-dev-lora --input '{ "prompt": "storyboard panel, wide establishing shot of a modern city skyline at sunset, cinematic composition, slightly desaturated colors, film still style, 16:9 aspect ratio", "width": 1248, "height": 832 }' Stitch panels into a board belt app run inf...
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1327 product-photography qu-skills/skills
Product Photography Create professional product images with AI via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Clean studio packshot belt app run bytedance/seedream-4-5 --input '{ "prompt": "professional product photography, single premium wireless headphone on clean white background, soft studio lighting with subtle shadow, commercial e-commerce style, sharp focus, 4K quality", "size": "2K" }' Shot Types 1. Hero Shot (Primary Image) The mai...
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1328 character-design-sheet qu-skills/skills
Character Design Sheet Create consistent characters across multiple AI-generated images via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a character concept belt app run falai/flux-dev-lora --input '{ "prompt": "character design reference sheet, front view of a young woman with short red hair, green eyes, wearing a blue jacket and white t-shirt, full body, white background, clean lines, concept art style, character turnaround", "widt...
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1329 competitor-teardown qu-skills/skills
Competitor Teardown Structured competitive analysis with research and screenshots via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Research competitor landscape belt app run tavily/search-assistant --input '{ "query": "top project management tools comparison 2024 market share" }' Screenshot competitor's website belt app run infsh/agent-browser --input '{ "url": "https://competitor.com", "action": "screenshot" }' Teardown Framework The 7-Laye...
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1330 image-to-video qu-skills/skills
Image-to-Video — Pro Pack on RunComfy runcomfy.com · HappyHorse I2V · Wan 2.7 · Seedance 2.0 Pro · GitHub Image-to-video, intent-routed. This skill doesn't lock you to one model — it picks the right i2v model in the RunComfy catalog based on what the user actually wants: portrait animation, custom-voiceover lip-sync, or multi-modal composition. npx skills add agentspace-so/runcomfy-skills --skill image-to-video -g Pick the right model for the user's intent User intent Model Why Animate a portrai...
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1331 app-store-screenshots qu-skills/skills
App Store Screenshots Create app store screenshots and preview videos via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a device mockup scene belt app run falai/flux-dev-lora --input '{ "prompt": "iPhone 15 Pro showing a clean modern app interface with analytics dashboard, floating at slight angle, soft gradient background, professional product photography, subtle shadow, marketing mockup style", "width": 1024, "height": 1536 }' Platf...
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1332 product-hunt-launch qu-skills/skills
Product Hunt Launch Optimize your Product Hunt launch with research and visuals via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate gallery hero image belt app run falai/flux-dev-lora --input '{ "prompt": "clean product showcase, modern SaaS dashboard interface on laptop screen, floating UI elements around it, soft gradient background from blue to purple, professional marketing hero shot, minimal clean design", "width": 1248, "height": ...
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1333 video-ad-specs qu-skills/skills
Video Ad Specs Create platform-specific video ads via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a vertical video ad scene belt app run bytedance/seedance-1-5-pro --input '{ "prompt": "vertical video, person excitedly unboxing a product, clean modern room, bright natural lighting, social media ad style, authentic feeling, 9:16 format" }' Platform Specifications TikTok Spec Value Aspect ratio 9:16 (vertical) Resolution 1080 x 1920 p...
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1334 pptx-presentation-builder supercent-io/skills-template
PPTX Presentation Builder 브랜드 가이드라인에 맞춘 전문 PPTX 프레젠테이션 빌더 스킬입니다. 피치덱, 로드맵, 제품 소개 등 다양한 프레젠테이션을 구조화된 브리프와 검증 단계로 생성합니다. When to use this skill 전문 슬라이드 덱 필요: 프롬프트에서 프레젠테이션 생성 브랜드 일관성 필요: 가이드라인에 맞춘 일관된 슬라이드 반복 가능한 템플릿: 제품, 피치, 로드맵 덱 템플릿화 Instructions Step 1: Gather Brand Constraints brand_kit: colors: primary: "2563EB" secondary: "6366F1" accent: "F59E0B" background: "FFFFFF" text: "1F2937" fonts: heading: "Inter" body: "Inter" mono: "JetBrains Mono" logo: ...
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1335 memory-safety-patterns wshobson/agents
Memory Safety Patterns Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management. When to Use This Skill Writing memory-safe systems code Managing resources (files, sockets, memory) Preventing use-after-free and leaks Implementing RAII patterns Choosing between languages for safety Debugging memory issues Core Concepts 1. Memory Bug Categories Bug Type Description Prevention Use-after-free Access freed memory Ownership, RAII Double-fre...
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1336 coding-standards affaan-m/everything-claude-code
Coding Standards & Best Practices Universal coding standards applicable across all projects. When to Activate Starting a new project or module Reviewing code for quality and maintainability Refactoring existing code to follow conventions Enforcing naming, formatting, or structural consistency Setting up linting, formatting, or type-checking rules Onboarding new contributors to coding conventions Code Quality Principles 1. Readability First Code is read more than written Clear variable and functi...
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1337 llm-evaluation wshobson/agents
LLM Evaluation Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing. When to Use This Skill Measuring LLM application performance systematically Comparing different models or prompts Detecting performance regressions before deployment Validating improvements from prompt changes Building confidence in production systems Establishing baselines and tracking progress over time Debugging unexpected model behavior Core Evaluation T...
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1338 frontend-patterns affaan-m/everything-claude-code
Frontend Development Patterns Modern frontend patterns for React, Next.js, and performant user interfaces. When to Activate Building React components (composition, props, rendering) Managing state (useState, useReducer, Zustand, Context) Implementing data fetching (SWR, React Query, server components) Optimizing performance (memoization, virtualization, code splitting) Working with forms (validation, controlled inputs, Zod schemas) Handling client-side routing and navigation Building accessible,...
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1339 data-visualization anthropics/knowledge-work-plugins
Data Visualization Skill Chart selection guidance, Python visualization code patterns, design principles, and accessibility considerations for creating effective data visualizations. Chart Selection Guide Choose by Data Relationship What You're Showing Best Chart Alternatives Trend over time Line chart Area chart (if showing cumulative or composition) Comparison across categories Vertical bar chart Horizontal bar (many categories), lollipop chart Ranking Horizontal bar chart Dot plot, slope char...
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1340 bash-defensive-patterns wshobson/agents
Bash Defensive Patterns Comprehensive guidance for writing production-ready Bash scripts using defensive programming techniques, error handling, and safety best practices to prevent common pitfalls and ensure reliability. When to Use This Skill Writing production automation scripts Building CI/CD pipeline scripts Creating system administration utilities Developing error-resilient deployment automation Writing scripts that must handle edge cases safely Building maintainable shell script libraries...
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1341 deep-research 199-biotechnologies/claude-deep-research-skill
Deep Research Core System Instructions Purpose: Deliver citation-backed, verified research reports through 8-phase pipeline (Scope → Plan → Retrieve → Triangulate → Synthesize → Critique → Refine → Package) with source credibility scoring and progressive context management. Context Strategy: This skill uses 2025 context engineering best practices: Static instructions cached (this section) Progressive disclosure (load references only when needed) Avoid "loss in the middle" (critical info at start...
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1342 backend-patterns affaan-m/everything-claude-code
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. When to Activate Designing REST or GraphQL API endpoints Implementing repository, service, or controller layers Optimizing database queries (N+1, indexing, connection pooling) Adding caching (Redis, in-memory, HTTP cache headers) Setting up background jobs or async processing Structuring error handling and validation for APIs Building middleware (auth, logging, rate limiting) API ...
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1343 unity-ecs-patterns wshobson/agents
Unity ECS Patterns Production patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler. When to Use This Skill Building high-performance Unity games Managing thousands of entities efficiently Implementing data-oriented game systems Optimizing CPU-bound game logic Converting OOP game code to ECS Using Jobs and Burst for parallelization Core Concepts 1. ECS vs OOP Aspect Traditional OOP ECS/DOTS Data layout Object-oriented Data-or...
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1344 langchain-middleware langchain-ai/langchain-skills
HumanInTheLoopMiddleware / humanInTheLoopMiddleware : Pause before dangerous tool calls for human approval Custom middleware : Intercept tool calls for error handling, logging, retry logic Command resume : Continue execution after human decisions (approve, edit, reject) Requirements: Checkpointer + thread_id config for all HITL workflows. Human-in-the-Loop @tool def send_email(to: str, subject: str, body: str) -> str: """Send an email.""" return f"Email sent to {to}" agent = create_agent( model=...
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1345 flutter-setting-up-on-macos flutter/skills
Setting Up a macOS Environment for Flutter Development Contents Prerequisites Tooling Configuration Workflow: Configuring macOS Tooling Workflow: Validating the Environment Troubleshooting Prerequisites Ensure the following baseline requirements are met before configuring the macOS-specific toolchain: macOS operating system. Flutter SDK installed and added to the system PATH . Active internet connection for downloading toolchains and dependencies. Tooling Configuration macOS desktop development ...
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1346 deep-agents-core langchain-ai/langchain-skills
Task Planning : TodoListMiddleware for breaking down complex tasks Context Management : Filesystem tools with pluggable backends Task Delegation : SubAgent middleware for spawning specialized agents Long-term Memory : Persistent storage across threads via Store Human-in-the-loop : Approval workflows for sensitive operations Skills : On-demand loading of specialized capabilities The agent harness provides these capabilities automatically - you configure, not implement. Use Deep Agents When Use La...
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1347 modern-web-guidance googlechrome/modern-web-guidance
Modern Web Guidance A skill to search for specific web development use cases and retrieve their corresponding best practice guides. When to use Must use this skill: At the start of implementing any web feature. Before creating a new component, to check if a standardized pattern already exists. To avoid implementing ad-hoc solutions or loading large dependencies unnecessarily. Usage Instructions Step 1. Search Use Cases Search with an action-oriented query summarizing what you want to achieve usi...
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1348 helm-chart-scaffolding wshobson/agents
Helm Chart Scaffolding Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. Purpose This skill provides step-by-step instructions for building production-ready Helm charts, including chart structure, templating patterns, values management, and validation strategies. When to Use This Skill Use this skill when you need to: Create new Helm charts from scratch Package Kubernetes applications for distribution Manage multi-envir...
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1349 python-type-safety wshobson/agents
Python Type Safety Leverage Python's type system to catch errors at static analysis time. Type annotations serve as enforced documentation that tooling validates automatically. When to Use This Skill Adding type hints to existing code Creating generic, reusable classes Defining structural interfaces with protocols Configuring mypy or pyright for strict checking Understanding type narrowing and guards Building type-safe APIs and libraries Core Concepts 1. Type Annotations Declare expected types f...
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1350 langchain-dependencies langchain-ai/langchain-skills
Key principles: LangChain 1.0 is the current LTS release. Always start new projects on 1.0+. LangChain 0.3 is legacy maintenance-only — do not use it for new work. langchain-core is the shared foundation: always install it explicitly alongside any other package. langchain-community (Python only) does NOT follow semantic versioning; pin it conservatively. LangGraph vs Deep Agents: choose one orchestration approach based on your use case — they are alternatives, not a required stack (see Framework...
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