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# Skill 仓库 描述 安装量
21201 dart-cli-creator mono0926/skills
Dart CLI Creator Skill This skill provides guidelines and procedures for creating and improving top-quality Command-Line Interface (CLI) tools using Dart. As an agent, you must consistently follow these best practices when requested by the user to create or modify a Dart CLI. 🎯 Core Best Practices 1. Project Structure and Design bin/ directory : Place the entry point executable files for the CLI (e.g., bin/my_cli.dart ). Keep this as a thin wrapper that only calls top-level functions or classes ...
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21202 maplibre-mapbox-migration maplibre/maplibre-agent-skills
Mapbox to MapLibre Migration This skill guides you through migrating an application from Mapbox GL JS to MapLibre GL JS . The two libraries share a common ancestry (MapLibre forked from Mapbox GL JS v1.13 in December 2020), so the API is largely the same. The main changes are: swap the package, replace the namespace, remove the Mapbox access token, and choose a new tile source (MapLibre does not use mapbox:// styles). Primary reference: MapLibre official Mapbox migration guide . When to Use This...
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21203 torch-pipeline-parallelism letta-ai/skills
Torch Pipeline Parallelism Overview This skill provides guidance for implementing pipeline parallelism in PyTorch for distributed model training. Pipeline parallelism partitions a model across multiple devices/ranks, where each rank processes a subset of layers and communicates activations/gradients with neighboring ranks. Key Concepts Pipeline Parallelism Patterns AFAB (All-Forward-All-Backward) : Process all microbatch forwards first, cache activations, then process all backwards. This is the ...
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21204 azure-monitor-query-py sickn33/antigravity-awesome-skills
Azure Monitor Query SDK for Python Query logs and metrics from Azure Monitor and Log Analytics workspaces. Installation pip install azure-monitor-query Environment Variables Log Analytics AZURE_LOG_ANALYTICS_WORKSPACE_ID = < workspace-id > Metrics AZURE_METRICS_RESOURCE_URI = /subscriptions/ < sub > /resourceGroups/ < rg > /providers/ < provider > / < type > / < name > Authentication from azure . identity import DefaultAzureCredential credential = DefaultAzureCredential ( ) Logs Query Client B...
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21205 azure-mgmt-fabric-py sickn33/antigravity-awesome-skills
Azure Fabric Management SDK for Python Manage Microsoft Fabric capacities and resources programmatically. Installation pip install azure-mgmt-fabric pip install azure-identity Environment Variables AZURE_SUBSCRIPTION_ID = < your-subscription-id > AZURE_RESOURCE_GROUP = < your-resource-group > Authentication from azure . identity import DefaultAzureCredential from azure . mgmt . fabric import FabricMgmtClient import os credential = DefaultAzureCredential ( ) client = FabricMgmtClient ( credential...
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21206 lambda-function-generator jeremylongshore/claude-code-plugins-plus-skills
Lambda Function Generator Purpose This skill provides automated assistance for lambda function generator tasks within the AWS Skills domain. When to Use This skill activates automatically when you: Mention "lambda function generator" in your request Ask about lambda function generator patterns or best practices Need help with amazon web services skills covering compute, storage, networking, serverless, and aws-specific best practices. Capabilities Provides step-by-step guidance for lambda functi...
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21207 rag-pipeline-builder patricio0312rev/skills
RAG Pipeline Builder Design end-to-end RAG pipelines for accurate document retrieval and generation. Pipeline Architecture Documents → Chunking → Embedding → Vector Store → Retrieval → Reranking → Generation Chunking Strategy Semantic chunking (recommended) from langchain.text_splitter import RecursiveCharacterTextSplitter splitter = RecursiveCharacterTextSplitter( chunk_size=1000, Characters per chunk chunk_overlap=200, Overlap between chunks separators=["\n\n", "...
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21208 cert-manager-setup jeremylongshore/claude-code-plugins-plus-skills
Cert Manager Setup Purpose This skill provides automated assistance for cert manager setup tasks within the DevOps Advanced domain. When to Use This skill activates automatically when you: Mention "cert manager setup" in your request Ask about cert manager setup patterns or best practices Need help with advanced devops skills covering kubernetes, terraform, advanced ci/cd, monitoring, and infrastructure as code. Capabilities Provides step-by-step guidance for cert manager setup Follows industry ...
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21209 skills-discovery kamalnrf/claude-plugins
Skills Discovery You can extend your capabilities by discovering and installing Agent Skills from the claude-plugins.dev registry. Skills provide specialized knowledge, tools, and techniques for specific technologies, frameworks, and domains. When to search for skills First, check if an installed skill matches the task. If not, search the registry—specialized skills may exist that you haven't installed yet. Before starting any non-trivial task, ask yourself: Do I have a skill for this? → Use it ...
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21210 video-explorer cygnusfear/agent-skills
Video Explorer Analyze video content through hierarchical frame extraction. Start wide, identify interesting regions, zoom in. Workflow 1. Overview First Extract quick thumbnails to see the video timeline: ./skills/video-explorer/scripts/videx overview < video > This creates small frames (320px) at 10-second intervals in ./videx-out/<name>/overview/ . Read all overview frames to understand video structure: ls ./videx-out/ < name > /overview/ Then use the Read tool on the jpg files to see them. ⚠...
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21211 review yeachan-heo/oh-my-codex
Review Playwright Tests Systematically review Playwright test files for anti-patterns, missed best practices, and coverage gaps. Input $ARGUMENTS can be: A file path: review that specific test file A directory: review all test files in the directory Empty: review all tests in the project's testDir Steps 1. Gather Context Read playwright.config.ts for project settings List all *.spec.ts / *.spec.js files in scope If reviewing a single file, also check related page objects and fixtures 2. Check Ea...
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21212 syncable-entity-testing twentyhq/twenty
Syncable Entity: Integration Testing (Step 6/6 - MANDATORY) Purpose : Create comprehensive test suite covering all validation scenarios, input transpilation exceptions, and successful use cases. When to use : After completing Steps 1-5. Integration tests are REQUIRED for all syncable entities. Quick Start Tests must cover: Failing scenarios - All validator exceptions and input transpilation errors Successful scenarios - All CRUD operations and edge cases Test utilities - Reusable query factories...
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21213 plans-kanban duc01226/easyplatform
[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ask user whether to skip. Quick Summary Goal: Visual dashboard server for viewing plan directories with progress tracking and timeline visualization. Workflow: Start Server — Point at a plans directory with CLI options Browse Dashboard — View plan cards with progress bars, phase status, activity heatmap Inspect P...
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21214 web-scraper sickn33/antigravity-awesome-skills
Web Scraper Extract structured data from websites using BeautifulSoup and requests - turn any webpage into usable data. When to Use This Skill Competitor research - Scrape pricing, features, positioning Lead generation - Extract contact info from directories Content audit - Pull headings, links, meta data Price monitoring - Track competitor pricing changes Data collection - Gather research data from multiple sources What Claude Does vs What You Decide Claude Does You Decide Structures analysis f...
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21215 openspec-apply partme-ai/openspec-skills
OpenSpec Apply Skill Use /opsx:apply to implement tasks from a change. The agent reads tasks.md , works through tasks one by one, writes code, creates files, runs tests as needed, and checks off completed items with [x] . When to Use All planning artifacts are complete and the user wants to implement. The user says "implement", "apply", "start coding", "execute tasks". Resuming implementation after an interruption. Prerequisites Planning artifacts complete — at minimum tasks.md exists (created v...
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21216 http-client-config jeremylongshore/claude-code-plugins-plus-skills
Http Client Config Purpose This skill provides automated assistance for http client config tasks within the API Integration domain. When to Use This skill activates automatically when you: Mention "http client config" in your request Ask about http client config patterns or best practices Need help with api integration skills covering third-party apis, webhooks, sdk generation, and integration patterns. Capabilities Provides step-by-step guidance for http client config Follows industry best prac...
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21217 nginx-c-module-perf pproenca/dot-skills
nginx.org C Module Performance & Reliability Best Practices Comprehensive performance optimization and reliability guide for nginx C modules, derived from the official nginx development documentation and production engineering experience. Contains 43 rules across 8 categories, prioritized by impact to guide automated optimization and resilience improvements. Companion skill : This skill complements nginx-c-modules which covers correctness (memory safety, request lifecycle, configuration). This s...
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21218 powerplatform robdtaylor/personal-ai-infrastructure
PowerPlatform - Flow Generation Skill Generate Power Automate flows from natural language descriptions using connector schemas exported from your work environment. Examples Example: Simple notification flow User: "Create a flow that sends me a Teams message when I get an email with 'urgent' in the subject" -> Reads Office365/Teams connector schemas -> Generates flow JSON with email trigger + Teams action -> Outputs solution ZIP to work repo Example: Approval workflow User: "Make a flow fo...
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21219 llm-training eyadsibai/ltk
LLM Training Frameworks and techniques for training and finetuning large language models. Framework Comparison Framework Best For Multi-GPU Memory Efficient Accelerate Simple distributed Yes Basic DeepSpeed Large models, ZeRO Yes Excellent PyTorch Lightning Clean training loops Yes Good Ray Train Scalable, multi-node Yes Good TRL RLHF, reward modeling Yes Good Unsloth Fast LoRA finetuning Limited Excellent Accelerate (HuggingFace) Minimal wrapper for distributed training. Run accelerate config f...
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21220 bug-hunter sickn33/antigravity-awesome-skills
Bug Hunt - Adversarial Bug Finding Run a sequential-first adversarial bug hunt on your codebase. Use parallelism only for read-only triage and independent verification tasks. Table of Contents Usage Target Context Budget Execution Steps Step 7: Present the Final Report Self-Test Mode Error handling Phase 1 — Find & Verify: Recon (map) --> Hunter (deep scan) --> Skeptic (challenge) --> Referee (final verdict) ^ (optional read-only dual-lens triage can run here) | state + chunk che...
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21221 laravel-dtos leeovery/claude-laravel
Laravel DTOs Never pass multiple primitive values. Always wrap data in Data objects. Related guides: dto-transformers.md - Transform external data into DTOs test-factories.md - Create hydrated DTOs for tests Philosophy DTOs provide: Type safety and IDE autocomplete Clear contracts between layers Test factories for easy test data generation Validation integration Transformation from requests to domain objects Spatie Laravel Data Package Uses Spatie Laravel Data . Refer to official docs for packag...
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21222 social-media aitytech/agentkits-marketing
Social Media Content Skill This skill provides guidelines for creating engaging social media content that drives engagement and shares. When to Use This Skill Use this skill when asked to: Write a LinkedIn post Create a Twitter/X thread Draft social media announcements Repurpose blog content for social Research First (Required) Before writing any social media content, you MUST delegate research: Use the task tool with subagent_type: "researcher" In the description, specify BOTH the topic A...
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21223 skills inference-sh/skills
inference.sh Run 150+ AI apps in the cloud with a simple CLI. No GPU required. Install CLI curl -fsSL https://cli.inference.sh | sh infsh login Quick Examples Generate an image infsh app run falai/flux-dev-lora --input '{"prompt": "a cat astronaut"}' Generate a video infsh app run google/veo-3-1-fast --input '{"prompt": "drone over mountains"}' Call Claude infsh app run openrouter/claude-sonnet-45 --input '{"prompt": "Explain quantum computing"}' Web search infsh app run tavily/search-assist...
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21224 vvvv-spreads tebjan/vvvv-skills
vvvv Spreads What Are Spreads Spread<T> is vvvv's immutable collection type, conceptually similar to ImmutableArray<T> . It is the primary way to pass collections between nodes. Key properties: Immutable — never modify in place, always create new spreads Value semantics — two spreads with same elements are considered equal Cyclic indexing — in visual patches, indexing wraps around (not in C API) Never null — use Spread<T>.Empty instead of null Creating Spreads SpreadBuilder (Primary Method) var ...
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21225 configuring-tauri-csp dchuk/claude-code-tauri-skills
Tauri Content Security Policy (CSP) Configuration This skill covers Content Security Policy configuration for Tauri v2 desktop applications. Why CSP Matters in Tauri CSP is a security mechanism that mitigates common web vulnerabilities in Tauri applications: XSS Prevention : Restricts which scripts can execute, blocking injected malicious code Resource Control : Limits where the WebView can load assets from (scripts, styles, images, fonts) Trust Boundaries : Strengthens the isolation between fro...
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21226 doc-project molechowski/claude-skills
Project Documentation Sync Update all project documentation files in one pass by delegating to specialized skills. Workflow 1. Analyze codebase → 2. CLAUDE.md + AGENTS.md → 3. README.md → 4. SKILLS.md → 5. CHANGELOG.md → 6. Summary 1. Analyze Codebase Before updating any docs, gather project state: Project type signals ls package.json go.mod pyproject.toml Cargo.toml Dockerfile *.tf 2 > /dev/null Current doc state ls CLAUDE.md AGENTS.md README.md SKILLS.md 2 > /dev/null Recent changes since d...
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21227 dna-assembly letta-ai/skills
DNA Assembly Overview This skill provides procedural knowledge for DNA assembly tasks, particularly Golden Gate assembly using Type IIS restriction enzymes. It addresses common pitfalls in primer design and provides verification strategies to ensure correct assembly designs. Critical Requirements for Type IIS Restriction Enzyme Primers Complete Primer Structure When designing primers for Type IIS enzymes (BsaI, BsmBI, etc.), the complete structure must include ALL components: [clamp ≥1bp]-[recog...
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21228 agent-memory openhands/skills
No SKILL.md available for this skill. View on GitHub
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21229 ios-chaos-monkey pproenca/dot-skills
iOS Chaos Monkey — Crash-Hunter Best Practices Adversarial crash-hunting guide for iOS and Swift applications. Contains 47 rules across 8 categories, prioritized by crash severity. Every rule follows TDD: dangerous code first, a failing test that proves the bug, then the fix that makes the test pass. Clinic Architecture Contract (iOS 26 / Swift 6.2) All guidance in this skill assumes the clinic modular MVVM-C architecture: Feature modules import Domain + DesignSystem only (never Data , never sib...
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21230 fastapi tiangolo/fastapi
FastAPI Skill Production-tested patterns for FastAPI with Pydantic v2, SQLAlchemy 2.0 async, and JWT authentication. Latest Versions (verified January 2026): FastAPI: 0.128.0 Pydantic: 2.11.7 SQLAlchemy: 2.0.30 Uvicorn: 0.35.0 python-jose: 3.3.0 Requirements : Python 3.9+ (Python 3.8 support dropped in FastAPI 0.125.0) Pydantic v2.7.0+ (Pydantic v1 support completely removed in FastAPI 0.128.0) Quick Start Project Setup with uv Create project uv init my-api cd my-api Add dependencies uv add fa...
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21231 data-science eyadsibai/ltk
Data Science Data analysis, SQL, and insights generation. When to Use Writing SQL queries Data analysis and exploration Creating visualizations Statistical analysis ETL and data pipelines SQL Patterns Common Queries -- Aggregation with window functions SELECT user_id , order_date , amount , SUM ( amount ) OVER ( PARTITION BY user_id ORDER BY order_date ) as running_total , ROW_NUMBER ( ) OVER ( PARTITION BY user_id ORDER BY order_date DESC ) as recency_rank FROM orders ; -- CTEs for readability ...
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21232 lazycat-advanced-routing whoamihappyhacking/lazycat-skills
懒猫微服高级路由与网络配置指南 你是一个专业的懒猫微服网络配置专家。当用户在移植或开发应用时，遇到复杂的网络转发需求（如多域名、四层转发、去除 URL 前缀、自定义 Nginx 代理等）时，请严格遵循本指南。 核心路由机制 (Core Routing Mechanisms) 懒猫微服提供了三种层级的路由控制能力，请根据用户的需求选择最合适的方案： 1. 基础 HTTP/HTTPS 路由 ( application.routes ) 适用于绝大多数标准的 HTTP 代理场景。 规则格式: URL_PATH=UPSTREAM 特点: 默认会 去掉 URL_PATH 前缀。例如 - /api/=http://backend:80 ，访问 /api/v1 时，后端实际收到的是 /v1 。 支持三种上游协议： http(s)://$hostname/$path (最常用，转发给容器。域名格式需为 $service_name.$appid.lzcapp ) file:///$dir_path (直接托管静态文件) exec://$port,$exec_file_path (启动一个可执行文件并代理...
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21233 http-header-security-audit jeremylongshore/claude-code-plugins-plus-skills
Http Header Security Audit Purpose This skill provides automated assistance for http header security audit tasks within the Security Fundamentals domain. When to Use This skill activates automatically when you: Mention "http header security audit" in your request Ask about http header security audit patterns or best practices Need help with essential security skills covering authentication, input validation, secure coding practices, and basic vulnerability detection. Capabilities Provides step-b...
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21234 agent-browser api/git
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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21235 architect htlin222/dotfiles
Architecture Design Design system architecture and make strategic technical decisions. Core Principle Good architecture enables change while maintaining simplicity. Name han-core:architect - Design system architecture and high-level technical strategy Synopsis /architect [arguments] Architecture vs Planning Architecture Design (this skill): Strategic: "How should the system be structured?" Component interactions and boundaries Technology and pattern choices Long-term implications System-level de...
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21236 vercel-react-native-skills guanyang/antigravity-skills
React Native Skills Comprehensive best practices for React Native and Expo applications. Contains rules across multiple categories covering performance, animations, UI patterns, and platform-specific optimizations. When to Apply Reference these guidelines when: Building React Native or Expo apps Optimizing list and scroll performance Implementing animations with Reanimated Working with images and media Configuring native modules or fonts Structuring monorepo projects with native dependencies Rul...
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21237 bitbucket openhands/skills
You have access to an environment variable, BITBUCKET_TOKEN , which allows you to interact with the Bitbucket API. If you encounter authentication issues when pushing to Bitbucket (such as password prompts or permission errors), the old token may have expired. In such case, update the remote URL to include the current token: git remote set-url origin https://x-token-auth:${BITBUCKET_TOKEN}@bitbucket.org/username/repo.git Here are some instructions for pushing, but ONLY do this if the user asks y...
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21238 laravel:controller-tests jpcaparas/superpowers-laravel
Controller Tests Feature tests for endpoints it ( 'rejects empty email' , function ( ) { $this -> post ( '/register' , [ 'email' => '' ] ) -> assertSessionHasErrors ( 'email' ) ; } ) ; Better tests Move validation to Form Requests; assert errors from the request class Extract business logic into Actions; unit test them directly Use factories for realistic data; avoid heavy mocking
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21239 debug htlin222/dotfiles
/debug If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Run a structured debugging session to find and fix issues systematically. Usage /debug $ARGUMENTS How It Works ┌─────────────────────────────────────────────────────────────────┐ │ DEBUG │ ├─────────────────────────────────────────────────────────────────┤ │ Step 1: REPRODUCE │ │ ✓ U...
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21240 pnpm-dependency-analysis equinor/fusion-framework
pnpm Dependency Analysis Skill (Fusion Framework) Helps answer: Where is PACKAGE used (direct & transitive)? What real versions are resolved across workspaces? Which workspaces depend on each other (forward/reverse graph)? What's the blast radius / risk level for an upgrade or patch? All commands run from the root of the repository. Replace PACKAGE with the real name (e.g., lodash , zod , @tanstack/react-query , eslint ). 1. Core: Where is this package used? Direct usages only (fastest & cleanes...
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21241 data-engineer htlin222/dotfiles
You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure. Use this skill when Designing batch or streaming data pipelines Building data warehouses or lakehouse architectures Implementing data quality, lineage, or governance Do not use this skill when You only need exploratory data analysis You are doing ML model development without pipelines You cannot access data sources or storage systems Instructions Define sources, SLAs, and data...
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21242 tailwind oakoss/agent-skills
Tailwind Labs Tailwind CSS v4 Best Practices Comprehensive performance optimization guide for Tailwind CSS v4 applications, maintained by Tailwind Labs. Contains 42 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Configuring Tailwind CSS v4 build tooling (Vite plugin, PostCSS, CLI) Writing or migrating styles using v4's CSS-first approach Optimizing CSS bundle size and build performance Implem...
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21243 laravel:debugging-prompts jpcaparas/superpowers-laravel
Debugging with AI requires complete information. Missing context means generic suggestions that don't solve your specific problem. Error Messages and Stack Traces Incomplete "Getting an error in the payment controller" Complete "Getting error when processing payment: Error: ``` Illuminate\Database\QueryException: SQLSTATE[23000]: Integrity constraint violation: 1452 Cannot add or update a child row: a foreign key constraint fails (`app`.`payments`, CONSTRAINT `payments_order_id_forei...
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21244 ring:regulatory-templates-gate3 lerianstudio/ring
Regulatory Templates - Gate 3: Template File Generation Overview This sub-skill executes Gate 3 of the regulatory template workflow: generating the complete .tpl template file with all validated mappings and transformations from Gates 1-2. Parent skill: regulatory-templates Prerequisites: Gate 1 PASSED (field mappings complete) Gate 2 PASSED (validations confirmed) Context object with Gates 1-2 results Output: Generated .tpl template file ready for use Foundational Principle Template generation ...
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21245 security principles exceptionless/exceptionless
Security Principles Secrets Management Secrets are injected via Kubernetes ConfigMaps and environment variables — never commit secrets to the repository. Configuration files — Use appsettings.yml for non-secret config Environment variables — Secrets injected at runtime via EX_* prefix Kubernetes — ConfigMaps mount configuration, Secrets mount credentials // AppOptions binds to configuration (including env vars) public class AppOptions { public string ? StripeApiKey { get ; set ; } public AuthOpt...
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21246 go-table-driven-tests tigrisdata/skills
Go Table-Driven Tests Use this skill when writing or modifying Go table-driven tests. It ensures tests follow established patterns. Core Principles One test function, many cases - Define test cases in a slice and iterate with t.Run() Explicit naming - Each case has a name field that becomes the subtest name Structured inputs - Use struct fields for inputs, expected outputs, and configuration Helper functions - Use t.Helper() in test helpers for proper line reporting Environment guards - Skip int...
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21247 data-normalization-tool jeremylongshore/claude-code-plugins-plus-skills
Data Normalization Tool Purpose This skill provides automated assistance for data normalization tool tasks within the ML Training domain. When to Use This skill activates automatically when you: Mention "data normalization tool" in your request Ask about data normalization tool patterns or best practices Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking. Capabilities Provides step-by-step guidance for data no...
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21248 overfull-hbox letta-ai/skills
Overfull Hbox Fix with Constrained Synonyms This skill provides guidance for fixing LaTeX overfull hbox warnings by replacing words with shorter synonyms, while strictly adhering to a predefined list of allowed replacements. Problem Overview Overfull hbox warnings occur when LaTeX cannot fit text within the specified line width. The solution involves replacing words with shorter synonyms, but with a critical constraint: only words explicitly listed in a synonyms file may be replaced, and they ma...
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21249 zotero shoei05/claude-code-zotero-skill
Zotero API Skill Zotero のローカル HTTP サーバー（ localhost:23119 ）および REST API（ api.zotero.org ）経由で文献管理操作を行う。 前提条件 ローカル API（Zotero 起動中のみ） Zotero が起動中で、以下の設定が有効であること： Zotero > 環境設定 > 詳細 > 「Allow other applications on this computer to communicate with Zotero」にチェック 接続確認: curl -s http://localhost:23119/connector/ping REST API（クラウド操作） 環境変数が設定されていること: ZOTERO_API_KEY : API キー（ https://www.zotero.org/settings/keys で作成） ZOTERO_USER_ID : ユーザー ID 接続確認: curl -s -H "Zotero-API-Key: $ZOTERO_API_KEY " "https://api.zot...
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21250 openai-responses ovachiever/droid-tings
OpenAI Responses API Status: Production Ready Last Updated: 2026-01-21 API Launch: March 2025 Dependencies: openai@6.16.0 (Node.js) or fetch API (Cloudflare Workers) What Is the Responses API? OpenAI's unified interface for agentic applications, launched March 2025. Provides stateful conversations with preserved reasoning state across turns. Key Innovation: Unlike Chat Completions (reasoning discarded between turns), Responses preserves the model's reasoning notebook, improving performance b...
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