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# Skill 仓库 描述 安装量
20501 ios-xcode pproenca/dot-skills
iOS Xcode & Tooling Best Practices Comprehensive guide for Xcode project configuration, SwiftData persistence, testing, debugging, profiling, and app distribution. Contains 19 rules across 6 categories. 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 sibling features) App target is the convergence point and owns DependencyContainer , concrete coordina...
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20502 task-planner s-hiraoku/synapse-a2a
Task Planner This skill helps you turn ambiguous or large requests into a clear, sequenced plan with ownership and verification. Outputs To Produce A short problem statement Assumptions and open questions A step-by-step plan with measurable outcomes Risks and rollback/containment options Test and verification steps Decomposition Technique Split work into thin vertical slices: One slice should be mergeable on its own Each slice should include tests or validation Prefer smallest unit that reduces ...
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20503 education tutor eddiebe147/claude-settings
Education Tutor Comprehensive educational support system designed for students, parents, teachers, and self-learners across all subjects and skill levels. This skill provides personalized tutoring, concept explanations, study strategies, lesson planning, learning assessments, and educational guidance tailored to individual learning styles and needs. The Education Tutor excels at breaking down complex concepts into understandable components, adapting explanations to different learning styles (vis...
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20504 moai-lang-rust modu-ai/moai-adk
Quick Reference (30 seconds) Rust 1.92+ Development Specialist with deep patterns for high-performance, memory-safe applications. Auto-Triggers: .rs, Cargo.toml, async/await, Tokio, Axum, SQLx, serde, lifetimes, traits Core Use Cases: High-performance REST APIs and microservices Memory-safe concurrent systems CLI tools and system utilities WebAssembly applications Low-latency networking services Quick Patterns: Axum REST API: Create Router with route macro chaining path and handler. Add wi...
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20505 nextjs-optimization atman36/ai-vibe-prompts
Next.js 15 Optimization Skill Objective Optimize Next.js applications to achieve: Perfect Core Web Vitals scores (LCP < 2.5s, FID < 100ms, CLS < 0.1) Fast page load times and optimal rendering strategies Efficient data fetching and caching Production-ready build configuration SEO and accessibility excellence When to Use This Skill Auto-invoke when: Project uses Next.js (detected by next in dependencies) User mentions "optimize", "performance", "slow", or "Core Web Vitals" Before production d...
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20506 bug-reporting-excellence proffesor-for-testing/agentic-qe
Bug Reporting Excellence <default_to_action> When reporting bugs: TITLE: [Component] fails [Condition] causing [Impact] DESCRIBE: Expected behavior → Actual behavior → Steps to reproduce INCLUDE: Environment, severity, screenshots/logs, business impact ISOLATE: Narrow down conditions (browser, user, amount thresholds) ONE BUG = ONE REPORT (don't combine issues) Bug Report Formula: [Component] Issue Title Severity: Critical/High/Medium/Low Environment: Production/Staging/Dev Expected Behav...
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20507 code-review block/agent-skills
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 1. Pin ...
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20508 umbraco-mocked-backoffice umbraco/umbraco-cms-backoffice-skills
Umbraco Mocked Backoffice Status: This skill is currently awaiting an update from Umbraco to allow external extensions to use the mocked backoffice. The patterns documented here work when running from within the Umbraco-CMS source repository. Run the full Umbraco backoffice UI with all API calls mocked - no .NET backend required . When to Use Visually test extensions during development Rapid iteration without backend deployment Test extensions in realistic UI environment Demonstrate extensions w...
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20509 optimizing-attention-flash orchestra-research/ai-research-skills
Flash Attention - Fast Memory-Efficient Attention Quick start Flash Attention provides 2-4x speedup and 10-20x memory reduction for transformer attention through IO-aware tiling and recomputation. PyTorch native (easiest, PyTorch 2.2+): import torch import torch.nn.functional as F q = torch.randn(2, 8, 512, 64, device='cuda', dtype=torch.float16) [batch, heads, seq, dim] k = torch.randn(2, 8, 512, 64, device='cuda', dtype=torch.float16) v = torch.randn(2, 8, 512, 64, device='cuda', dtype=t...
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20510 tailwind-config sgcarstrends/sgcarstrends
Tailwind CSS Configuration Skill This skill helps you configure and customize Tailwind CSS across the monorepo. When to Use This Skill Adding custom colors to the design system Configuring typography scales Customizing spacing and sizing Setting up design tokens Configuring Tailwind plugins Debugging Tailwind configuration issues Creating reusable theme presets Tailwind Configuration Structure ├── packages/ui/ │ ├── tailwind.config.ts UI package Tailwind config │ └── src/styles/glob...
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20511 api-response-optimization secondsky/claude-skills
API Response Optimization Overview Fast API responses improve overall application performance and user experience. Optimization focuses on payload size, caching, and query efficiency. When to Use Slow API response times High server CPU/memory usage Large response payloads Performance degradation Scaling bottlenecks Instructions 1. Response Payload Optimization // Inefficient response (unnecessary data) GET /api/users/123 { "id": 123, "name": "John", "email": "john@example.com", "passwo...
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20512 add-vault-abi-methods tradingstrategy-ai/web3-ethereum-defi
Add vault ABI methods This is a skill description to add smart contract Inputs Vault protocol name Smart contract address and a blockchain as a blockchain explorer link What methods to cover Vault classes Vault protocol classes can be found in eth_defi/erc_4626/vault_protocol folder. Each vault protocol has its own class. There are 40+ protocols. Some protocol share classes and extend other protocols. Smart contracts Each vault class wraps a JSON-RPC calls to an Ethereum smart contract. The...
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20513 uv-package-manager autumnsgrove/groveengine
UV Package Manager Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency workflows. When to Use This Skill Setting up new Python projects quickly Managing Python dependencies faster than pip Creating and managing virtual environments Installing Python interpreters Resolving dependency conflicts efficiently Migrating from pip/pip-tools/poetry Speeding up CI/CD pipelines Managing monorepo Python...
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20514 sglang orchestra-research/ai-research-skills
SGLang High-performance serving framework for LLMs and VLMs with RadixAttention for automatic prefix caching. When to use SGLang Use SGLang when: Need structured outputs (JSON, regex, grammar) Building agents with repeated prefixes (system prompts, tools) Agentic workflows with function calling Multi-turn conversations with shared context Need faster JSON decoding (3× vs standard) Use vLLM instead when: Simple text generation without structure Don't need prefix caching Want mature, widely-...
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20515 naming-format tartinerlabs/skills
You are a naming conventions expert. Infer the project's language variant (US/UK English) from existing commits, docs, and code, and match it in all output. Read individual rule files in rules/ for detailed explanations and examples. Rules Overview Rule Impact File Case consistency HIGH rules/case-consistency.md File suffixes HIGH rules/file-suffixes.md Export naming HIGH rules/export-naming.md Index files HIGH rules/index-files.md Framework conventions MEDIUM rules/framework-conventions.md Work...
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20516 qdrant vm0-ai/vm0-skills
Qdrant Vector Database Integration Overview Qdrant is an AI-native vector database for semantic search and similarity retrieval. This skill provides patterns for integrating Qdrant with Java applications, focusing on Spring Boot integration and LangChain4j framework support. Enable efficient vector search capabilities for RAG systems, recommendation engines, and semantic search applications. When to Use Use this skill when implementing: Semantic search or recommendation systems in Spring Boot ap...
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20517 memos-memory-guide memtensor/memos
MemOS Local Memory — Agent Guide This skill describes how to use the MemOS memory tools so you can reliably search and use the user's long-term conversation history, share knowledge across agents, and discover public skills. How memory is provided each turn Automatic recall (hook): At the start of each turn, the system runs a memory search using the user's current message and injects relevant past memories into your context. You do not need to call any tool for that. When that is not enough: If ...
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20518 create-blog-post jim60105/blog
Create Blog Post on 聆.tw This skill guides the full workflow of creating a new tech blog post on 聆.tw (琳聽智者漫談), from repo setup to PR submission. [!IMPORTANT] We use git submodules in this blog repository, and the content is stored within these submodules. Therefore, all git operations for creating a new blog post must be performed inside the submodule directory ( 聆.tw/content/ ). ALWAYS CHECK PWD AND GIT STATUS TO MAKE SURE YOU'RE IN THE CORRECT DIRECTORY AND STATE BEFORE RUNNING ANY GIT COMMAN...
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20519 laravel-blade fusengine/agents
Laravel Blade Agent Workflow (MANDATORY) Before ANY implementation, use TeamCreate to spawn 3 agents: fuse-ai-pilot:explore-codebase - Check existing views, components structure fuse-ai-pilot:research-expert - Verify latest Blade docs via Context7 mcp__context7__query-docs - Query specific patterns (components, slots) After implementation, run fuse-ai-pilot:sniper for validation. Overview Blade is Laravel's templating engine. It provides a clean syntax for PHP in views while compiling to pure PH...
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20520 theme-factory shipshitdev/library
Theme Factory Skill This skill provides a curated collection of professional font and color themes themes, each with carefully selected color palettes and font pairings. Once a theme is chosen, it can be applied to any artifact. Purpose To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: A cohesive color palette with hex codes Complementary font pairings for headers and body text A distinct visual identity suitable for different contexts an...
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20521 deepspeed orchestra-research/ai-research-skills
Deepspeed Skill Comprehensive assistance with deepspeed development, generated from official documentation. When to Use This Skill This skill should be triggered when: Working with deepspeed Asking about deepspeed features or APIs Implementing deepspeed solutions Debugging deepspeed code Learning deepspeed best practices Quick Reference Common Patterns Pattern 1: DeepNVMe Contents Requirements Creating DeepNVMe Handles Using DeepNVMe Handles Blocking File Write Non-Blocking File Write Paral...
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20522 umbraco-playwright-testhelpers umbraco/umbraco-cms-backoffice-skills
Umbraco Playwright Testhelpers What is it? @umbraco/playwright-testhelpers is the official Umbraco package that provides Playwright fixtures, API helpers, and UI helpers for writing E2E tests against an Umbraco backoffice instance. Repository : https://github.com/umbraco/Umbraco.Playwright.Testhelpers Installation npm install @umbraco/playwright-testhelpers --save-dev
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20523 moe-training orchestra-research/ai-research-skills
MoE Training: Mixture of Experts When to Use This Skill Use MoE Training when you need to: Train larger models with limited compute (5× cost reduction vs dense models) Scale model capacity without proportional compute increase Achieve better performance per compute budget than dense models Specialize experts for different domains/tasks/languages Reduce inference latency with sparse activation (only 13B/47B params active in Mixtral) Implement SOTA models like Mixtral 8x7B, DeepSeek-V3, Switch T...
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20524 annualreports danielmiessler/personal_ai_infrastructure
Before executing, check for user customizations at: `~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/AnnualReports/` If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. AnnualReports - Security Report Aggregation Aggregates and analyzes annual security reports from 570+ sources across the cybersecurity industry. Source: [awesome-annual-security-rep...
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20525 gtm-pricing scientiacapital/skills
<quick_start> ICP scoring: 80+ = Ideal | 60-79 = Good | 40-59 = Marginal | <40 = Pass Positioning statement: For [target] who [need], [product] is a [category] that [benefit]. Unlike [alternative], our product [differentiator]. Value-based pricing: Price at 10-20% of quantified value delivered Opportunity score: /100 across Market Fit, Technical Fit, GTM Fit, Personal Fit, Economics </quick_start> <success_criteria> GTM strategy is successful when: ICP documented with scoring criteria (fi...
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20526 panther-strike autumnsgrove/groveengine
Panther Strike 🐆 The panther doesn't ask permission. It watches. It waits. Then — swiftness . Lock onto a single issue. Melt into the shadows. Weave through the branches. Strike with deadly silence. Leave nothing but a clean commit in your wake and the fading echo of a hunt well-had. When to Activate User provides an issue number to fix User says "strike", "drop on", "attack", or "kill" an issue User explicitly calls /panther-strike 123 User wants focused, rapid resolution of ONE issue The Hunt ...
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20527 godot-quest-system thedivergentai/gd-agentic-skills
Quest System Resource-based data, signal-driven updates, and AutoLoad coordination define scalable quest architectures. Available Scripts quest_manager.gd Expert AutoLoad quest tracker with objective progression and reward distribution. quest_graph_manager.gd Runtime manager for graph-based quests. Tracks objectives and node progression. NEVER Do in Quest Systems NEVER store quest data in nodes — Quest progress in player.gd variables? Loss on scene reload. Use Resource-based Quests OR AutoLoad s...
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20528 rbac-permissions-builder patricio0312rev/skills
RBAC/Permissions Builder Implement flexible role-based access control systems. Permission Matrix // Define permissions export enum Permission { USER_READ = "user:read", USER_WRITE = "user:write", USER_DELETE = "user:delete", POST_READ = "post:read", POST_WRITE = "post:write", ADMIN_ACCESS = "admin:access", } // Define roles export const ROLE_PERMISSIONS = { user: [Permission.USER_READ, Permission.POST_READ, Permission.POST_WRITE], moderator: [...userPermissions, Permission.POS...
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20529 windows-git-bash-testing josiahsiegel/claude-plugin-marketplace
Windows and Git Bash Testing Compatibility Guide Overview This guide provides essential knowledge for running Vitest, Playwright, and MSW tests on Windows, particularly in Git Bash/MINGW environments. It addresses common path conversion issues, shell detection, and cross-platform test execution patterns. Shell Detection in Test Environments Detecting Git Bash/MINGW When running tests in Git Bash or MINGW environments, use these detection methods: Method 1: Environment Variable (Most Reliable...
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20530 brainstorming-research-ideas orchestra-research/ai-research-skills
Research Idea Brainstorming Structured frameworks for discovering the next research idea. This skill provides ten complementary ideation lenses that help researchers move from vague curiosity to concrete, defensible research proposals. Each framework targets a different cognitive mode—use them individually or combine them for comprehensive exploration. When to Use This Skill Starting a new research direction and need structured exploration Feeling stuck on a current project and want fresh angles...
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20531 slack-gif-creator davepoon/buildwithclaude
Slack GIF Creator A toolkit providing utilities and knowledge for creating animated GIFs optimized for Slack. Slack Requirements Dimensions: Emoji GIFs: 128x128 (recommended) Message GIFs: 480x480 Parameters: FPS: 10-30 (lower is smaller file size) Colors: 48-128 (fewer = smaller file size) Duration: Keep under 3 seconds for emoji GIFs Core Workflow from core . gif_builder import GIFBuilder from PIL import Image , ImageDraw 1. Create builder builder = GIFBuilder ( width = 128 , height = 128 , f...
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20532 web-design-guidelines asyrafhussin/agent-skills
Web Interface Guidelines Review files for compliance with Web Interface Guidelines. How It Works Fetch the latest guidelines from the source URL below Read the specified files (or prompt user for files/pattern) Check against all rules in the fetched guidelines Output findings in the terse file:line format Guidelines Source Fetch fresh guidelines before each review: https://raw.githubusercontent.com/vercel-labs/web-interface-guidelines/main/command.md Use WebFetch to retrieve the latest rules. Th...
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20533 sap-btp-best-practices secondsky/sap-skills
Production-ready SAP BTP implementation guidance based on official SAP documentation. Quick Links: - Official Guide: [https://github.com/SAP-docs/btp-best-practices-guide](https://github.com/SAP-docs/btp-best-practices-guide) - SAP Help Portal: [https://help.sap.com/docs/btp/btp-administrators-guide](https://help.sap.com/docs/btp/btp-administrators-guide) Table of Contents - [Platform Fundamentals](platform-fundamentals) - [Account Model Setup](account-model-setup) - [Security and Authen...
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20534 rangebar-eval-metrics terrylica/cc-skills
Machine-readable reference + computation scripts for state-of-the-art metrics evaluating range bar (price-based sampling) data. Quick Start ``` Compute metrics from predictions + actuals python scripts/compute_metrics.py --predictions preds.npy --actuals actuals.npy --timestamps ts.npy Generate full evaluation report python scripts/generate_report.py --results folds.jsonl --output report.md ``` Metric Tiers | Primary (5) | Research decisions | weekly_sharpe, hit_rate, cumulative_pnl,...
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20535 resume-optimization melodic-software/claude-code-plugins
Resume Optimization Comprehensive guidance for creating effective software engineering resumes that pass ATS systems and resonate with hiring managers. When to Use This Skill Reviewing or improving a software engineer's resume Crafting impactful achievement bullets from work experience Optimizing resume content for ATS keyword matching Tailoring a resume for a specific job description Understanding modern resume structure and formatting Core Principles The Resume's Purpose A resume is a marke...
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20536 github-actions-2025 josiahsiegel/claude-plugin-marketplace
GitHub Actions 2025 Features 1 vCPU Linux Runners (October 2025 - Public Preview) What: New lightweight runners optimized for automation tasks with lower cost. Specs: 1 vCPU 5 GB RAM 15-minute job limit Optimized for short-running tasks When to Use 1 vCPU Runners Ideal for: Issue triage automation Label management PR comment automation Status checks Lightweight scripts Git operations (checkout, tag, commit) Notification tasks NOT suitable for: Build operations Test suites Complex CI/CD pi...
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20537 memory-lifecycle basicmachines-co/basic-memory-skills
Memory Lifecycle Manage how entities move through status stages in Basic Memory. The core principle: archive, never delete. Completed work is valuable context — move it out of the active view, but keep it in the knowledge graph. When to Use User says something is "done", "finished", "completed", "submitted", "missed", or "cancelled" Moving entities between status folders (active → archive, pipeline → active, etc.) Reverting a mistaken completion Periodic cleanup of stale active items Core Princi...
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20538 chanjing-tts chanjing-ai/chan-skills
Chanjing TTS When to Use This Skill Use this skill when the user needs to generate audio from text. Chanjing TTS supports: both Chinese and English multiple system voices adjustment of speech speed sentence-level timestamp in result How to Use This Skill Multiple APIs need to be invoked. All share the domain: " https://open-api.chanjing.cc ". All requests communicate using json. You should use utf-8 to encode and decode text throughout this task. Obtain an access_token , which is required for al...
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20539 vueuse-motion-skilld harlan-zw/vue-ecosystem-skills
vueuse/motion @vueuse/motion Vue Composables putting your components in motion Version: 3.0.3 (Mar 2025) Deps: @vueuse/core@^13.0.0, @vueuse/shared@^13.0.0, defu@^6.1.4, framesync@^6.1.2, popmotion@^11.0.5, style-value-types@^5.1.2 Tags: beta: 2.0.0-beta.29 (May 2023), latest: 3.0.3 (Mar 2025) References: Docs — API reference, guides API Changes This section documents version-specific API changes — prioritize recent major/minor releases. BREAKING: ESM-only — @vueuse/motion v3.0.0 dropped CommonJ...
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20540 baseproject-update autumnsgrove/groveengine
BaseProject Update Skill When to Activate Activate this skill when: Updating an existing BaseProject installation to latest Syncing skills or AgentUsage docs with upstream User says "update baseproject", "sync baseproject", or invokes /baseproject-update Refreshing project templates after upstream changes Prerequisites Project already has BaseProject installed ( .claude/skills/ and/or AgentUsage/ exist) Git repository is clean (commit or stash changes first) Update Workflow Execute these steps i...
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20541 gguf-quantization orchestra-research/ai-research-skills
GGUF - Quantization Format for llama.cpp The GGUF (GPT-Generated Unified Format) is the standard file format for llama.cpp, enabling efficient inference on CPUs, Apple Silicon, and GPUs with flexible quantization options. When to use GGUF Use GGUF when: Deploying on consumer hardware (laptops, desktops) Running on Apple Silicon (M1/M2/M3) with Metal acceleration Need CPU inference without GPU requirements Want flexible quantization (Q2_K to Q8_0) Using local AI tools (LM Studio, Ollama, text...
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20542 llm-router jamesrochabrun/skills
LLM Router Overview Route AI requests to different LLM providers using SwiftOpenAI-CLI's agent mode. This skill automatically configures the CLI to use the requested provider (OpenAI, Grok, Groq, DeepSeek, or OpenRouter), ensures the tool is installed and up-to-date, and executes one-shot agentic tasks. Core Workflow When a user requests to use a specific LLM provider (e.g., "use grok to explain quantum computing"), follow this workflow: Step 1: Ensure SwiftOpenAI-CLI is Ready Check if Swif...
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20543 python-workspace terrylica/cc-skills
Seamless MQL5 indicator translation to Python with autonomous validation and self-correction. When to Use This Skill Use this skill when the user wants to: - Export market data or indicator values from MetaTrader 5 - Translate MQL5 indicators to Python implementations - Validate Python indicator accuracy against MQL5 reference - Understand MQL5-Python workflow capabilities and limitations - Troubleshoot common translation issues Activation Phrases: "MQL5", "MetaTrader", "indicator trans...
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20544 n8n-patterns mindmorass/reflex
n8n Workflow Patterns Build robust workflow automations with n8n - the open-source workflow automation tool. Overview n8n is a self-hostable workflow automation platform that connects apps and services. Key features: Visual workflow builder with 400+ integrations Self-hosted or cloud deployment Code nodes for custom logic (JavaScript/Python) Webhook triggers for real-time automation Sub-workflows for modular design Core Concepts Workflow Structure ┌─────────────┐ ┌─────────────┐ ┌─────...
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20545 nemo-guardrails orchestra-research/ai-research-skills
NeMo Guardrails - Programmable Safety for LLMs Quick start NeMo Guardrails adds programmable safety rails to LLM applications at runtime. Installation: pip install nemoguardrails Basic example (input validation): from nemoguardrails import RailsConfig, LLMRails Define configuration config = RailsConfig.from_content(""" define user ask about illegal activity "How do I hack" "How to break into" "illegal ways to" define bot refuse illegal request "I cannot help with illegal activit...
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20546 prior-auth-review-skill anthropics/healthcare
Prior Authorization Review Skill Overview This skill automates the payer review process for prior authorization (PA) requests. It processes clinical documentation, validates medical necessity against coverage policies, and generates authorization decisions with supporting rationale. Target Users: Health insurance payer organizations (Medicare Advantage, Commercial, Medicaid MCOs) Value Proposition: Reduce PA review time from 30-60 minutes to under 5 minutes. Enable auto-approval for 40-60% of...
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20547 bee-collect autumnsgrove/groveengine
Bee Collect 🐝 The bee buzzes from flower to flower through the meadow, gathering what the others have bloomed. Each idea, each task, each thought—collected, examined, and stored with care. The bee doesn't build the honeycomb (that's not its job). It collects the pollen, ensures it's properly catalogued, and deposits it in the hive where it can be found when needed. When the workers arrive, they know exactly which cell holds what they need. When to Activate User provides a batch of TODOs, tasks, ...
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20548 developer-growth-analysis davepoon/buildwithclaude
Developer Growth Analysis This skill provides personalized feedback on your recent coding work by analyzing your Claude Code chat interactions and identifying patterns that reveal strengths and areas for growth. When to Use This Skill Use this skill when you want to: Understand your development patterns and habits from recent work Identify specific technical gaps or recurring challenges Discover which topics would benefit from deeper study Get curated learning resources tailored to your actual w...
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20549 hig-components-status raintree-technology/apple-hig-skills
Apple HIG: Status Components Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered. Key Principles Show progress for operations longer than a second or two. Determinate when duration/percentage is known. A filling progress bar gives users a clear sense of remaining work. Use for downloads, uploads, or any measurable process. Indeterminate when duration is unknown. A spinner communicates work is happening without p...
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20550 tmux hkuds/nanobot
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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