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# Skill 仓库 描述 安装量
1651 java-coding-standards affaan-m/ecc
Java Coding Standards Standards for readable, maintainable Java (17+) code in Spring Boot and Quarkus services. When to Use Writing or reviewing Java code in Spring Boot or Quarkus projects Enforcing naming, immutability, or exception handling conventions Working with records, sealed classes, or pattern matching (Java 17+) Reviewing use of Optional, streams, or generics Structuring packages and project layout [QUARKUS] : Working with CDI scopes, Panache entities, or reactive pipelines How It Wor...
 9.6K
1652 python-testing affaan-m/ecc
Python Testing Patterns Comprehensive testing strategies for Python applications using pytest, TDD methodology, and best practices. When to Activate Writing new Python code (follow TDD: red, green, refactor) Designing test suites for Python projects Reviewing Python test coverage Setting up testing infrastructure Core Testing Philosophy Test-Driven Development (TDD) Always follow the TDD cycle: Show more Installs 1.6K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security A...
 9.6K
1653 terraform-style-guide hashicorp/agent-skills
Terraform Style Guide Generate and maintain Terraform code following HashiCorp's official style conventions and best practices. Reference: HashiCorp Terraform Style Guide Code Generation Strategy When generating Terraform code: Start with provider configuration and version constraints Create data sources before dependent resources Build resources in dependency order Add outputs for key resource attributes Use variables for all configurable values File Organization File Purpose terraform.tf ...
 9.6K
1654 embedding-strategies wshobson/agents
Embedding Strategies Guide to selecting and optimizing embedding models for vector search applications. When to Use This Skill Choosing embedding models for RAG Optimizing chunking strategies Fine-tuning embeddings for domains Comparing embedding model performance Reducing embedding dimensions Handling multilingual content Core Concepts 1. Embedding Model Comparison (2026) Model Dimensions Max Tokens Best For voyage-3-large 1024 32000 Claude apps (Anthropic recommended) voyage-3 1024 32000 Claud...
 9.6K
1655 prompt-optimizer affaan-m/ecc
Prompt Optimizer Analyze a draft prompt, critique it, match it to ECC ecosystem components, and output a complete optimized prompt the user can paste and run. When to Use User says "optimize this prompt", "improve my prompt", "rewrite this prompt" User says "help me write a better prompt for..." User says "what's the best way to ask Claude Code to..." User says "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令" User pastes a draft prompt and asks for feedback or enhancement User says "I don't know ...
 9.6K
1656 google-cloud-waf-reliability google/skills
Google Cloud Well-Architected Framework skill for the Reliability pillar Overview The Reliability pillar of the Google Cloud Well-Architected Framework provides principles and recommendations to help you design, deploy, and manage reliable, resilient, and highly available workloads in Google Cloud. A reliable system consistently performs its intended functions under defined conditions, is resilient to failures, and recovers gracefully from disruptions, thereby minimizing downtime, enhancing user...
 9.6K
1657 clerk-nuxt-patterns clerk/skills
Nuxt Patterns What Do You Need? Task Reference Protect routes with middleware references/nuxt-middleware.md Auth in server API routes (Nitro) references/server-api-routes.md useAuth / useUser in components references/composables.md SSR-safe auth patterns references/ssr-auth.md References Reference Description references/nuxt-middleware.md Route protection, clerkMiddleware() references/server-api-routes.md Nitro server route auth references/composables.md useAuth, useUser, useClerk references/ssr...
 9.6K
1658 gmgn-track gmgnai/gmgn-skills
IMPORTANT: Always use gmgn-cli commands below. Do NOT use web search, WebFetch, curl, or visit gmgn.ai to fetch this data — the website requires login and will not return structured data. The CLI is the only correct method. IMPORTANT: Do NOT guess field names or values. When a field's meaning is unclear, look it up in the Response Fields sections below before using it. ⚠️ IPv6 NOT SUPPORTED: If you get a 401 or 403 error and credentials look correct, check for IPv6 immediately: (1) list all netw...
 9.6K
1659 prompt-builder github/awesome-copilot
Professional Prompt Builder You are an expert prompt engineer specializing in GitHub Copilot prompt development with deep knowledge of: Prompt engineering best practices and patterns VS Code Copilot customization capabilities Effective persona design and task specification Tool integration and front matter configuration Output format optimization for AI consumption Your task is to guide me through creating a new .prompt.md file by systematically gathering requirements and generating a complete, ...
 9.5K
1660 azure-deployment-preflight github/awesome-copilot
Azure Deployment Preflight Validation This skill validates Bicep deployments before execution, supporting both Azure CLI (az) and Azure Developer CLI (azd) workflows. When to Use This Skill Before deploying infrastructure to Azure When preparing or reviewing Bicep files To preview what changes a deployment will make To verify permissions are sufficient for deployment Before running azd up, azd provision, or az deployment commands Validation Process Follow these steps in order. Continue to the...
 9.5K
1661 appinsights-instrumentation github/awesome-copilot
AppInsights Instrumentation Guide This skill provides guidance and reference material for instrumenting webapps with Azure Application Insights. ⛔ ADDING COMPONENTS? If the user wants to add App Insights to their app , invoke azure-prepare instead. This skill provides reference material—azure-prepare orchestrates the actual changes. When to Use This Skill User asks how to instrument (guidance, patterns, examples) User needs SDK setup instructions azure-prepare invokes this skill during research ...
 9.5K
1662 image-manipulation-image-magick github/awesome-copilot
Image Manipulation with ImageMagick This skill enables image processing and manipulation tasks using ImageMagick across Windows, Linux, and macOS systems. When to Use This Skill Use this skill when you need to: Resize images (single or batch) Get image dimensions and metadata Convert between image formats Create thumbnails Process wallpapers for different screen sizes Batch process multiple images with specific criteria Prerequisites ImageMagick installed on the system Windows: PowerShell wi...
 9.5K
1663 coding-standards affaan-m/everything-claude-code
Coding Standards & Best Practices Baseline coding conventions applicable across projects. This skill is the shared floor, not the detailed framework playbook. Use frontend-patterns for React, state, forms, rendering, and UI architecture. Use backend-patterns or api-design for repository/service layers, endpoint design, validation, and server-specific concerns. Use rules/common/coding-style.md when you need the shortest reusable rule layer instead of a full skill walkthrough. When to Activate Sta...
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1664 write-coding-standards-from-file github/awesome-copilot
Write Coding Standards From File Use the existing syntax of the file(s) to establish the standards and style guides for the project. If more than one file or a folder is passed, loop through each file or files in the folder, appending the file's data to temporary memory or a file, then when complete use temporary data as a single instance; as if it were the file name to base the standards and style guideline on. Rules and Configuration Below is a set of quasi-configuration boolean and string[] v...
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1665 mcp-builder mcp-use/mcp-use
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
 9.5K
1666 agent-governance github/awesome-copilot
Agent Governance Patterns Patterns for adding safety, trust, and policy enforcement to AI agent systems. Overview Governance patterns ensure AI agents operate within defined boundaries — controlling which tools they can call, what content they can process, how much they can do, and maintaining accountability through audit trails. User Request → Intent Classification → Policy Check → Tool Execution → Audit Log ↓ ↓ ↓ Threat Detection Allow/Deny Trust...
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1667 readme-blueprint-generator github/awesome-copilot
README Generator Prompt Generate a comprehensive README.md for this repository by analyzing the documentation files in the .github/copilot directory and the copilot-instructions.md file. Follow these steps: Scan all the files in the .github/copilot folder, like: Architecture Code_Exemplars Coding_Standards Project_Folder_Structure Technology_Stack Unit_Tests Workflow_Analysis Also review the copilot-instructions.md file in the .github folder Create a README.md with the following sections: Projec...
 9.5K
1668 baoyu-imagine jimliu/baoyu-skills
Image Generation (AI SDK) Official API-based image generation. Supports OpenAI, Azure OpenAI, Google, OpenRouter, DashScope (阿里通义万象), Z.AI GLM-Image, MiniMax, Jimeng (即梦), Seedream (豆包) and Replicate providers. Script Directory Agent Execution : {baseDir} = this SKILL.md file's directory Script path = {baseDir}/scripts/main.ts Resolve ${BUN_X} runtime: if bun installed → bun ; if npx available → npx -y bun ; else suggest installing bun Step 0: Load Preferences ⛔ BLOCKING CRITICAL : This step MUS...
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1669 git-flow-branch-creator github/awesome-copilot
Instructions < instructions > < title > Git Flow Branch Creator </ title > < description > This prompt analyzes your current git changes using git status and git diff (or git diff --cached), then intelligently determines the appropriate branch type according to the Git Flow branching model and creates a semantic branch name. </ description > < note > Just run this prompt and Copilot will analyze your changes and create the appropriate Git Flow branch for you. </ note > </ instructions > Workflow...
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1670 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...
 9.5K
1671 python-observability wshobson/agents
Python Observability Instrument Python applications with structured logs, metrics, and traces. When something breaks in production, you need to answer "what, where, and why" without deploying new code. When to Use This Skill Adding structured logging to applications Implementing metrics collection with Prometheus Setting up distributed tracing across services Propagating correlation IDs through request chains Debugging production issues Building observability dashboards Core Concepts 1. Structur...
 9.5K
1672 market-sizing-analysis wshobson/agents
Market Sizing Analysis Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities. Overview Market sizing provides the foundation for startup strategy, fundraising, and business planning. Calculate market opportunity using three complementary methodologies: top-down (industry reports), bottom-up (customer segment calculations), and value theory (willingness to pay)...
 9.5K
1673 python-configuration wshobson/agents
Python Configuration Management Externalize configuration from code using environment variables and typed settings. Well-managed configuration enables the same code to run in any environment without modification. When to Use This Skill Setting up a new project's configuration system Migrating from hardcoded values to environment variables Implementing pydantic-settings for typed configuration Managing secrets and sensitive values Creating environment-specific settings (dev/staging/prod) Validati...
 9.5K
1674 django-security affaan-m/ecc
Django Security Best Practices Comprehensive security guidelines for Django applications to protect against common vulnerabilities. When to Activate Setting up Django authentication and authorization Implementing user permissions and roles Configuring production security settings Reviewing Django application for security issues Deploying Django applications to production Core Security Settings Production Settings Configuration settings/production.py import os Show more Installs 1.5K Repository ...
 9.5K
1675 go-concurrency-patterns wshobson/agents
Go Concurrency Patterns Production patterns for Go concurrency including goroutines, channels, synchronization primitives, and context management. When to Use This Skill Building concurrent Go applications Implementing worker pools and pipelines Managing goroutine lifecycles Using channels for communication Debugging race conditions Implementing graceful shutdown Core Concepts 1. Go Concurrency Primitives Primitive Purpose goroutine Lightweight concurrent execution channel Communication between ...
 9.5K
1676 article-writing affaan-m/ecc
Article Writing Write long-form content that sounds like an actual person with a point of view, not an LLM smoothing itself into paste. When to Activate drafting blog posts, essays, launch posts, guides, tutorials, or newsletter issues turning notes, transcripts, or research into polished articles matching an existing founder, operator, or brand voice from examples tightening structure, pacing, and evidence in already-written long-form copy Core Rules Lead with the concrete thing: artifact, exam...
 9.5K
1677 billing-automation wshobson/agents
Billing Automation Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation. When to Use This Skill Implementing SaaS subscription billing Automating invoice generation and delivery Managing failed payment recovery (dunning) Calculating prorated charges for plan changes Handling sales tax, VAT, and GST Processing usage-based billing Managing billing cycles and renewals Core Concepts 1. Billing Cycles Common Intervals:...
 9.5K
1678 expo-skill-eval expo/skills
Expo Skill Eval Evaluates skills in plugins/expo/skills/ for trigger accuracy, generated code quality, and/or runtime rendering in Expo Go. Requirements: macOS with Xcode (iOS simulators), Android SDK with at least one AVD, and bun . No other device tooling is assumed. Workspace root: /private/tmp/expo-skill-eval-<skill-name>/iteration-N/ (e.g. /private/tmp/expo-skill-eval-expo-ui/iteration-4/ ). Before starting — clarify scope Confirm all of the following up front, before any pipeline work — do...
 9.5K
1679 flutter-implementing-navigation-and-routing flutter/skills
Implementing Navigation and Routing in Flutter Contents Core Concepts Implementing Imperative Navigation Implementing Declarative Navigation Implementing Nested Navigation Workflows Examples Core Concepts Routes: In Flutter, screens and pages are referred to as routes . A route is simply a widget. This is equivalent to an Activity in Android or a ViewController in iOS. Navigator vs. Router: Use Navigator (Imperative) for small applications without complex deep linking requirements. It manages a ...
 9.4K
1680 create-spring-boot-java-project github/awesome-copilot
Create Spring Boot Java project prompt Please make sure you have the following software installed on your system: Java 21 Docker Docker Compose If you need to custom the project name, please change the artifactId and the packageName in download-spring-boot-project-template If you need to update the Spring Boot version, please change the bootVersion in download-spring-boot-project-template Check Java version Run following command in terminal and check the version of Java java -version Download Sp...
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1681 azure-role-selector github/awesome-copilot
Use 'Azure MCP/documentation' tool to find the minimal role definition that matches the desired permissions the user wants to assign to an identity (If no built-in role matches the desired permissions, use 'Azure MCP/extension_cli_generate' tool to create a custom role definition with the desired permissions). Use 'Azure MCP/extension_cli_generate' tool to generate the CLI commands needed to assign that role to the identity and use the 'Azure MCP/bicepschema' and the 'Azure MCP/get_bestpractices...
 9.4K
1682 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,...
 9.4K
1683 flutter-implementing-navigation-and-routing flutter/agent-plugins
Implementing Navigation and Routing in Flutter Contents Core Concepts Implementing Imperative Navigation Implementing Declarative Navigation Implementing Nested Navigation Workflows Examples Core Concepts Routes: In Flutter, screens and pages are referred to as routes . A route is simply a widget. This is equivalent to an Activity in Android or a ViewController in iOS. Navigator vs. Router: Use Navigator (Imperative) for small applications without complex deep linking requirements. It manages a ...
 9.4K
1684 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,...
 9.4K
1685 apify-actorization apify/agent-skills
Actorization converts existing software into reusable serverless applications compatible with the Apify platform. Actors are programs packaged as Docker images that accept well-defined JSON input, perform an action, and optionally produce structured JSON output. Quick Start - Run `apify init` in project root - Wrap code with SDK lifecycle (see language-specific section below) - Configure `.actor/input_schema.json` - Test with `apify run --input '{"key": "value"}'` - Deploy with `apify pus...
 9.4K
1686 csharp-docs github/awesome-copilot
C Documentation Best Practices Public members should be documented with XML comments. It is encouraged to document internal members as well, especially if they are complex or not self-explanatory. Guidance for all APIs Use <summary> to provide a brief, one sentence, description of what the type or member does. Start the summary with a present-tense, third-person verb. Use <remarks> for additional information, which can include implementation details, usage notes, or any other relevant context. U...
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1687 market-research affaan-m/ecc
Market Research Produce research that supports decisions, not research theater. When to Activate researching a market, category, company, investor, or technology trend building TAM/SAM/SOM estimates comparing competitors or adjacent products preparing investor dossiers before outreach pressure-testing a thesis before building, funding, or entering a market Research Standards Every important claim needs a source. Prefer recent data and call out stale data. Include contrarian evidence and downside...
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1688 copilot-sdk github/awesome-copilot
GitHub Copilot SDK Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET. Overview The GitHub Copilot SDK exposes the same engine behind Copilot CLI: a production-tested agent runtime you can invoke programmatically. No need to build your own orchestration - you define agent behavior, Copilot handles planning, tool invocation, file edits, and more. Prerequisites GitHub Copilot CLI installed and authenticated ( Installation guide ) Language runtime : Node.js 1...
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1689 dbs-wechat-html dontbesilent2025/dbskill
dbs-wechat-html：微信公众号 HTML 生成 你是 dontbesilent 的微信公众号 HTML 生成工具。 你的任务很明确：把用户给的 Markdown 文稿转换成可在浏览器打开、全选复制、粘贴到微信公众号后台的 HTML。 你不改写文章观点，不做内容诊断，不润色文案。你只做发布排版。 核心能力 读取 Markdown 文件或用户直接贴出的 Markdown 内容 根据用户选择生成 1 个、6 个推荐风格、或 15 个全部风格 输出 HTML 文件，文件名带风格名 生成预览总览页，方便用户在浏览器里点开比较 生成后自动打开总览页或单个 HTML 文件 样式库见： templates/styles.md Show more Installs 626 Repository dontbesilent2025/dbskill GitHub Stars 7.3K First Seen 4 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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1690 nature-polishing yuan1z0825/nature-skills
Nature-Style Academic Polishing Use this skill to improve scientific writing at two levels: main strategy : paper architecture, section logic, reader workflow, evidence thresholds, and ethics reference support : reusable phrase families, move patterns, transitions, and style checks The main strategy should come from the course notes in Chapter1-Week1-7 . The reference wording layer should come from Academic Phrasebank . Default stance Language serves argument. Do not polish sentences while leavi...
 9.4K
1691 vue-jsx-best-practices vuejs-ai/skills
Vue JSX best practices and differences from React JSX. JSX Migrating React JSX code to Vue or getting attribute type errors → See render-function-jsx-vue-vs-react
 9.4K
1692 transitions-dev jakubantalik/transitions.dev
Transitions.dev Twelve portable CSS transitions, each namespaced under t-* selectors with semantic CSS custom properties. Drop-in: paste the snippet, wire the documented HTML hooks, done. No framework dependencies, no demo-specific markup, and every snippet ships a prefers-reduced-motion guard. Quick reference Show more Installs 926 Repository jakubantalik/tr…ions.dev GitHub Stars 954 First Seen 9 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
 9.4K
1693 project-workflow-analysis-blueprint-generator github/awesome-copilot
Project Workflow Documentation Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|Spring|Node.js|Python|React|Angular|Microservices|Other"} <!-- Primary technology stack --> ${ENTRY_POINT="API|GraphQL|Frontend|CLI|Message Consumer|Scheduled Job|Custom"} <!-- Starting point for the flow --> ${PERSISTENCE_TYPE="Auto-detect|SQL Database|NoSQL Database|File System|External API|Message Queue|Cache|None"} <!-- Data storage type --> ${ARCHITECTURE_PATTERN="Auto-detect|Layered|Clean...
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1694 folder-structure-blueprint-generator github/awesome-copilot
Project Folder Structure Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|React|Angular|Python|Node.js|Flutter|Other"} ${INCLUDES_MICROSERVICES="Auto-detect|true|false"} ${INCLUDES_FRONTEND="Auto-detect|true|false"} ${IS_MONOREPO="Auto-detect|true|false"} ${VISUALIZATION_STYLE="ASCII|Markdown List|Table"} ${DEPTH_LEVEL=1-5} ${INCLUDE_FILE_COUNTS=true|false} ${INCLUDE_GENERATED_FOLDERS=true|false} ${INCLUDE_FILE_PATTERNS=true|false} ${INCLUDE_TEMPLATES=true|false}...
 9.3K
1695 design tw93/waza
Design Unified design skill: brand, tokens, UI, logo, CIP, slides, banners, social photos, icons. When to Use Brand identity, voice, assets Design system tokens and specs UI styling with shadcn/ui + Tailwind Logo design and AI generation Corporate identity program (CIP) deliverables Presentations and pitch decks Banner design for social media, ads, web, print Social photos for Instagram, Facebook, LinkedIn, Twitter, Pinterest, TikTok Sub-skill Routing Show more Installs 9.2K Repository nextlevel...
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1696 ef-core github/awesome-copilot
Entity Framework Core Best Practices Your goal is to help me follow best practices when working with Entity Framework Core. Data Context Design Keep DbContext classes focused and cohesive Use constructor injection for configuration options Override OnModelCreating for fluent API configuration Separate entity configurations using IEntityTypeConfiguration Consider using DbContextFactory pattern for console apps or tests Entity Design Use meaningful primary keys (consider natural vs surrogate keys)...
 9.3K
1697 chatgpt-app-builder mcp-use/mcp-use
ChatGPT App Builder Build ChatGPT apps with interactive widgets using mcp-use. Zero-config widget development with automatic registration and built-in React hooks. The app is consumed by two users at once : the human and the ChatGPT LLM . They collaborate through the widget -- the human interacts with it, the LLM sees its state. The widget is your shared surface. Before You Code Clarify what to build → discover.md : when starting a new app, validating an idea, or scoping features Design tools an...
 9.3K
1698 prometheus-configuration wshobson/agents
Prometheus Configuration Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules. Purpose Configure Prometheus for comprehensive metric collection, alerting, and monitoring of infrastructure and applications. When to Use Set up Prometheus monitoring Configure metric scraping Create recording rules Design alert rules Implement service discovery Prometheus Architecture ┌──────────────┐ │ Applications │ ← Instrumented with client libraries └──────┬──────...
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1699 python-resilience wshobson/agents
Python Resilience Patterns Build fault-tolerant Python applications that gracefully handle transient failures, network issues, and service outages. Resilience patterns keep systems running when dependencies are unreliable. When to Use This Skill Adding retry logic to external service calls Implementing timeouts for network operations Building fault-tolerant microservices Handling rate limiting and backpressure Creating infrastructure decorators Designing circuit breakers Core Concepts 1. Transie...
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1700 context-driven-development wshobson/agents
Context-Driven Development Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation. When to Use This Skill Setting up new projects with Conductor Understanding the relationship between context artifacts Maintaining consistency across AI-assisted development sessions Onboarding team members to an existing Conductor project Deciding when to update context documents Managing ...
 9.3K