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# Skill 仓库 描述 安装量
11401 academic-paper-writer meleantonio/awesome-econ-ai-stuff
Academic Paper Writer Purpose This skill helps economists draft, structure, and polish academic papers with proper conventions for economics journals. It provides templates for different paper types and guidance on academic writing style. When to Use Starting a new research paper from scratch Restructuring an existing draft Writing specific sections (introduction, literature review, conclusion) Preparing papers for journal submission Instructions Step 1: Identify Paper Type Ask the user: Is this...
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11402 tdd parcadei/continuous-claude-v3
Test-Driven Development Philosophy Core principle : Tests should verify behavior through public interfaces, not implementation details. Code can change entirely; tests shouldn't. Good tests are integration-style: they exercise real code paths through public APIs. They describe what the system does, not how it does it. A good test reads like a specification - "user can checkout with valid cart" tells you exactly what capability exists. These tests survive refactors because they don't care about i...
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11403 tldr-overview parcadei/continuous-claude-v3
TLDR Project Overview Get a token-efficient overview of any project using the TLDR stack. Trigger /overview or /tldr-overview "give me an overview of this project" "what's in this codebase" Starting work on an unfamiliar project Execution 1. File Tree (Navigation Map) tldr tree . --ext .py or .ts, .go, .rs 2. Code Structure (What Exists) tldr structure src/ --lang python --max 50 Returns: functions, classes, imports per file 3. Call Graph Entry Points (Architecture) tldr calls src/ R...
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11404 ln-772-error-handler-setup levnikolaevich/claude-code-skills
ln-772-error-handler-setup Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-770-crosscutting-setup Configures global error handling for .NET and Python backend applications. Overview Aspect Details Input Context Store from ln-770 Output Exception handling middleware and custom exceptions Stacks .NET (ASP.NET Core Middleware), Python (FastAPI exception handlers) Phase 1: Receive Context Accept Context Store from coordinator. Required Context: STACK: .NET or Python FRAMEWORK: ASP.N...
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11405 ln-720-structure-migrator levnikolaevich/claude-code-skills
Type: L2 Domain Coordinator Category: 7XX Project Bootstrap Parent: ln-700-project-bootstrap Coordinates project restructuring from prototype layout to Clean Architecture. Purpose & Scope | Input | Current project structure, target architecture | Output | Restructured project with Clean Architecture | Workers | ln-721 (frontend), ln-722 (backend), ln-723 (mockdata), ln-724 (replit-cleaner) Scope boundaries: - Analyzes current project structure - Generates migration plan - Delegat...
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11406 ln-760-security-setup levnikolaevich/claude-code-skills
L2 Domain Coordinator that orchestrates security scanning and configuration for project bootstrap. Purpose & Scope - Coordinate secret scanning (ln-761) and dependency audit (ln-762) - Aggregate findings from both workers into unified report - Generate security infrastructure: SECURITY.md, pre-commit hooks, CI workflow - Provide overall security score and risk assessment When to Use - During project bootstrap (invoked by ln-700-project-bootstrap) - Manual security audit request - CI/C...
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11407 ln-733-env-configurator levnikolaevich/claude-code-skills
ln-733-env-configurator Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-730-devops-setup Configures environment variables for development and production environments. Purpose & Scope Creates environment configuration files: Does: Generate .env files, update .gitignore for secrets protection Does NOT: Store secrets, manage external secrets managers, configure CI/CD secrets Inputs Input Source Description Project Name Directory name Used for database/service naming Backend Port Sta...
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11408 market-data eng0ai/eng0-template-skills
Access US stock market data through eng0's data proxy service. Base URL ``` https://api.eng0.ai/api/data ``` Data Coverage - All US stock tickers - 5 years of historical data - 100% market coverage - 15-minute delayed quotes Available Endpoints | `POST /stocks/bars` | OHLCV price bars (1min to 1week intervals) | `POST /stocks/news` | News articles with sentiment analysis | `POST /stocks/details` | Company information and market cap | `GET /schema` | API schema discovery ...
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11409 jax-best-practices mindrally/skills
JAX Best Practices You are an expert in JAX for high-performance numerical computing and machine learning. Core Principles Follow functional programming patterns Use immutability and pure functions Leverage JAX transformations effectively Optimize for JIT compilation Key Transformations jax.jit Use for just-in-time compilation to optimize performance Avoid side effects in jitted functions Use static_argnums for compile-time constants jax.vmap Vectorize operations over batch dimensions Avoid ex...
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11410 sql-best-practices mindrally/skills
SQL Best Practices Core Principles Write clear, readable SQL with consistent formatting and meaningful aliases Prioritize query performance through proper indexing and optimization Implement security best practices to prevent SQL injection Use transactions appropriately for data integrity Document complex queries with inline comments Query Writing Standards Formatting and Style Use uppercase for SQL keywords (SELECT, FROM, WHERE, JOIN) Place each major clause on a new line for readability Use me...
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11411 factory-pattern patternsdev/skills
Factory Pattern With the factory pattern we can use factory functions in order to create new objects. A function is a factory function when it returns a new object without the use of the new keyword! Say that we need many users for our application. We can create new users with a firstName , lastName , and email property. The factory function adds a fullName property to the newly created object as well, which returns the firstName and the lastName . When to Use Use this when you need to create mu...
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11412 incident-responder useai-pro/openclaw-skills-security
Incident Responder You are a security incident response coordinator for OpenClaw. When a user suspects or confirms that a malicious skill was installed, you guide them through containment, investigation, and recovery. Incident Severity Levels Level Trigger Example SEV-1 (Critical) Active data exfiltration confirmed Credentials sent to external server SEV-2 (High) Malicious skill installed, unknown scope Typosquat skill discovered SEV-3 (Medium) Suspicious behavior detected, unconfirmed Unexpecte...
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11413 google-gemini-file-search jezweb/claude-skills
Google Gemini File Search Setup Overview Google Gemini File Search is a fully managed RAG system. Upload documents (100+ formats: PDF, Word, Excel, code) and query with natural language—automatic chunking, embeddings, semantic search, and citations. What This Skill Provides: Complete @google/genai File Search API setup 8 documented errors with prevention strategies Chunking best practices for optimal retrieval Cost optimization ($0.15/1M tokens indexing, 3x storage multiplier) Cloudflare Work...
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11414 inherit camacho/ai-skills
inherit Mental model: "I am the child. I want what my parent has." Brings the current branch (and optionally its descendants) up to date with its parent. Inbound counterpart to /ship (outbound to a target) and /isolate (forks a new child from a parent). When to use Current branch is stale relative to its base. A stack of dependent branches needs the parent's latest commits cascaded down. Web sessions or minimal environments where wt , git-trim , gh aren't available. Do NOT use to send changes up...
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11415 ln-111-root-docs-creator levnikolaevich/claude-code-skills
L3 Worker that creates 4 root documentation files using templates and Context Store from coordinator. Purpose & Scope - Creates 4 root documentation files (entry points for AI agents) - Receives Context Store from ln-110-project-docs-coordinator - Replaces placeholders with project-specific data - Self-validates structure and content (22 questions) - Never gathers context itself; uses coordinator input Invocation (who/when) - ln-110-project-docs-coordinator: ALWAYS invoked as first wor...
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11416 dns-management aj-geddes/useful-ai-prompts
DNS Management Overview Implement DNS management strategies for traffic routing, failover, geo-routing, and high availability using Route53, Azure DNS, or CloudFlare. When to Use Domain management and routing Failover and disaster recovery Geographic load balancing Multi-region deployments DNS-based traffic management CDN integration Health check routing Zero-downtime migrations Implementation Examples 1. AWS Route53 Configuration route53-setup.yaml apiVersion: v1 kind: ConfigMap metadata: ...
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11417 pull-request-automation aj-geddes/useful-ai-prompts
Pull Request Automation Overview Implement pull request automation to streamline code review processes, enforce quality standards, and reduce manual overhead through templated workflows and intelligent assignment rules. When to Use Code review standardization Quality gate enforcement Contributor guidance Review assignment automation Merge automation PR labeling and organization Implementation Examples 1. GitHub Pull Request Template .github/pull_request_template.md Description Briefly descr...
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11418 feature-flag-system aj-geddes/useful-ai-prompts
Feature Flag System Overview Implement feature flags to decouple deployment from release, enable gradual rollouts, A/B testing, and provide emergency kill switches. When to Use Gradual feature rollouts A/B testing and experiments Canary deployments Beta features for specific users Emergency kill switches Trunk-based development Dark launching Operational flags (maintenance mode) User-specific features Implementation Examples 1. Feature Flag Service (TypeScript) interface FlagConfig { key: st...
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11419 orchestrate-batch-refactor dimillian/skills
Orchestrate Batch Refactor Overview Use this skill to run high-throughput refactors safely. Analyze scope in parallel, synthesize a single plan, then execute independent work packets with sub-agents. Inputs Repo path and target scope (paths, modules, or feature area) Goal type: refactor, rewrite, or hybrid Constraints: behavior parity, API stability, deadlines, test requirements When to Use Parallelization Use this skill for medium/large scope touching many files or subsystems. Skip multi-agent ...
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11420 validate-agent parcadei/continuous-claude-v3
Note: The current year is 2025. When validating tech choices, check against 2024-2025 best practices. Validate Agent You are a validation agent spawned to validate a technical plan's choices against current best practices. You research external sources to verify the plan's technology decisions are sound, then write a validation handoff. What You Receive When spawned, you will receive: Plan content - The implementation plan to validate Plan path - Location of the plan file Handoff directory ...
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11421 tlc-spec-driven tech-leads-club/agent-skills
Tech Lead's Club - Spec-Driven Development Plan and implement projects with precision. Granular tasks. Clear dependencies. Right tools. Zero ceremony. ┌──────────┐ ┌──────────┐ ┌─────────┐ ┌─────────┐ │ SPECIFY │ → │ DESIGN │ → │ TASKS │ → │ EXECUTE │ └──────────┘ └──────────┘ └─────────┘ └─────────┘ required optional* optional* required * Agent auto-skips when scope doesn't need it Auto-Sizing: The Core Principle The complexity determines the depth, not a fixed pi...
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11422 webflow-code-component:component-audit webflow/webflow-skills
Component Audit Audit existing code components for Webflow-specific architecture decisions . This skill focuses on how well components integrate with Webflow Designer, not generic React best practices. When to Use This Skill Use when: User wants to improve how their components work in Webflow Designer Reviewing whether the right things are exposed as props vs hardcoded Checking if state management patterns are Webflow-compatible Looking for opportunities to make components more designer-friendly...
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11423 production-code-audit davila7/claude-code-templates
Production Code Audit Overview Autonomously analyze the entire codebase to understand its architecture, patterns, and purpose, then systematically transform it into production-grade, corporate-level professional code. This skill performs deep line-by-line scanning, identifies all issues across security, performance, architecture, and quality, then provides comprehensive fixes to meet enterprise standards. When to Use This Skill Use when user says "make this production-ready" Use when user says...
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11424 biopython davila7/claude-code-templates
Biopython: Computational Molecular Biology in Python Overview Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks. The current version is Biopython 1.85 (released January 2025), which supports Python 3 and requires NumPy. When to Use This Skill Use this skill when: Show more
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11425 ab-test-setup davila7/claude-code-templates
A/B Test Setup You are an expert in experimentation and A/B testing. Your goal is to help design tests that produce statistically valid, actionable results. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Before designing a test, understand: Test Context ...
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11426 stable-baselines3 davila7/claude-code-templates
Stable Baselines3 Overview Stable Baselines3 (SB3) is a PyTorch-based library providing reliable implementations of reinforcement learning algorithms. This skill provides comprehensive guidance for training RL agents, creating custom environments, implementing callbacks, and optimizing training workflows using SB3's unified API. Core Capabilities 1. Training RL Agents Basic Training Pattern: import gymnasium as gym from stable_baselines3 import PPO Create environment env = gym . make ( "CartPol...
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11427 mermaid-expert sickn33/antigravity-awesome-skills
Use this skill when Working on mermaid expert tasks or workflows Needing guidance, best practices, or checklists for mermaid expert Do not use this skill when The task is unrelated to mermaid expert You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a...
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11428 shap davila7/claude-code-templates
SHAP (SHapley Additive exPlanations) Overview SHAP is a unified approach to explain machine learning model outputs using Shapley values from cooperative game theory. This skill provides comprehensive guidance for: Computing SHAP values for any model type Creating visualizations to understand feature importance Debugging and validating model behavior Analyzing fairness and bias Implementing explainable AI in production SHAP works with all model types: tree-based models (XGBoost, LightGBM, CatBoos...
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11429 python-packaging sickn33/antigravity-awesome-skills
Python Packaging Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI. When to Use This Skill Creating Python libraries for distribution Building command-line tools with entry points Publishing packages to PyPI or private repositories Setting up Python project structure Creating installable packages with dependencies Building wheels and source distributions Versioning and releasing Python packages Crea...
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11430 ln-783-container-launcher levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-780-bootstrap-verifier Purpose Builds Docker images, launches containers, and performs comprehensive health verification using Docker native health checks and retry strategies. Scope: - Detect and validate docker-compose.yml configuration - Build Docker images - Launch containers with proper startup order - Verify container health using native health checks - Provide access URLs and cleanup instructions Out of Scope: - Buildin...
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11431 ln-731-docker-generator levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-730-devops-setup Generates production-ready Docker configuration for containerized development. Purpose & Scope Creates Docker infrastructure for local development and production: - Does: Generate Dockerfiles, docker-compose, .dockerignore, nginx config - Does NOT: Build images, start containers, manage deployments Inputs | Stack Type | ln-730 coordinator | frontend, backend-dotnet, backend-python | Versions | Auto-detected...
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11432 ln-771-logging-configurator levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-770-crosscutting-setup Configures structured JSON logging for .NET and Python projects. Overview | Input | Context Store from ln-770 | Output | Logging configuration files | Stacks | .NET (Serilog), Python (structlog) Phase 1: Receive Context Accept Context Store from coordinator. Required Context: - `STACK`: .NET or Python - `FRAMEWORK`: ASP.NET Core or FastAPI - `FRAMEWORK_VERSION`: Version number - `PROJECT_ROOT`: ...
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11433 ln-743-test-infrastructure levnikolaevich/claude-code-skills
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-740-quality-setup Sets up testing frameworks, coverage tools, and sample tests for projects. Purpose & Scope Does: - Detects project stack to choose appropriate test framework - Creates test configuration files - Sets up coverage reporting with thresholds - Creates sample tests demonstrating patterns - Verifies test suite runs successfully Does NOT: - Configure linters (ln-741 does this) - Set up pre-commit hooks (ln-742 does...
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11434 to-issues camacho/ai-skills
To Issues Break a plan into independently-grabbable GitHub issues using vertical slices (tracer bullets). Process 1. Gather context Work from whatever is already in the conversation context. If the user passes a GitHub issue number or URL as an argument, fetch it with gh issue view <number> (with comments). 2. Explore the codebase (optional) If you have not already explored the codebase, do so to understand the current state of the code. 3. Draft vertical slices Break the plan into tracer bullet...
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11435 oauth-implementation mindrally/skills
OAuth Implementation Overview Implement industry-standard OAuth 2.0 and OpenID Connect authentication flows with JWT tokens, refresh tokens, and secure session management. When to Use User authentication systems Third-party API integration Single Sign-On (SSO) implementation Mobile app authentication Microservices security Social login integration Implementation Examples 1. Node.js OAuth 2.0 Server // oauth-server.js - Complete OAuth 2.0 implementation const express = require('express'); const...
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11436 singleton-pattern patternsdev/skills
Singleton Pattern Table of Contents When to Use When NOT to Use Instructions Details Source Singletons are classes which can be instantiated once, and can be accessed globally. This single instance can be shared throughout our application, which makes Singletons great for managing global state in an application. When to Use Use this when you need exactly one instance of a class shared across the entire application This is helpful for managing global state, configuration, or shared resources When...
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11437 brand-voice anthropics/knowledge-work-plugins
Brand Voice Build a durable voice profile from real source material, then use that profile everywhere instead of re-deriving style from scratch or defaulting to generic AI copy. When to Activate the user wants content or outreach in a specific voice writing for X, LinkedIn, email, launch posts, threads, or product updates adapting a known author's tone across channels the existing content lane needs a reusable style system instead of one-off mimicry Source Priority Use the strongest real source ...
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11438 streamlit-snowflake jezweb/claude-skills
Streamlit in Snowflake Skill Build and deploy Streamlit apps natively within Snowflake, including Marketplace publishing as Native Apps. Quick Start 1. Initialize Project Copy the templates to your project: Create project directory mkdir my-streamlit-app && cd my-streamlit-app Copy templates (Claude will provide these) 2. Configure snowflake.yml Update placeholders in snowflake.yml: definition_version: 2 entities: my_app: type: streamlit identifier: my_streamlit_app ←...
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11439 sglang davila7/claude-code-templates
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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11440 nemo-guardrails davila7/claude-code-templates
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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11441 constitutional-ai davila7/claude-code-templates
Constitutional AI - Harmlessness from AI Feedback Quick start Constitutional AI (CAI) trains models to be harmless through self-critique and AI feedback, without requiring human labels for harmful outputs. Key concept: Models learn to critique and revise their own responses using a "constitution" (set of principles). Two phases: Supervised Learning (SL): Self-critique + revision Reinforcement Learning (RL): RLAIF (RL from AI Feedback) Constitution example: Principles: 1. Choose the respons...
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11442 railway-deploy davila7/claude-code-templates
Railway Deploy Deploy code from the current directory to Railway using railway up. When to Use User asks to "deploy", "ship", "push code" User says "railway up" or "deploy to Railway" User wants to deploy local code changes User says "deploy and fix any issues" (use --ci mode) Modes Detach Mode (default) Starts deploy and returns immediately. Use for most deploys. railway up --detach CI Mode Streams build logs until complete. Use when user wants to watch the build or needs to debug issues....
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11443 csrf-protection aj-geddes/useful-ai-prompts
CSRF Protection Overview Implement comprehensive Cross-Site Request Forgery protection using synchronizer tokens, double-submit cookies, SameSite cookie attributes, and custom headers. When to Use Form submissions State-changing operations Authentication systems Payment processing Account management Any POST/PUT/DELETE requests Implementation Examples 1. Node.js/Express CSRF Protection // csrf-protection.js const crypto = require('crypto'); const csrf = require('csurf'); class CSRFProtection ...
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11444 local-merge camacho/ai-skills
/local-merge Land a source branch onto a target branch through a disposable shallow clone, then update the PRIMARY worktree only if that worktree is already on the target branch. Default target is main . Inputs Input Required Default Example BRANCH yes — feat/local-merge-skill TARGET no main develop , release/v2 PRIMARY no primary worktree path /Users/you/projects/repo MESSAGE no merge: $BRANCH into $TARGET merge: feat/auth into main Operating model Treat this as two separate problems: Show more
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11445 ln-646-project-structure-auditor levnikolaevich/claude-code-skills
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. Project Structure Auditor L3 Worker that audits the physical directory structure of a project against framework-specific conventions and hygiene best practices. Purpose & Scope Auto-detect tech stack and apply framework-specific structure rules Audit 5 dimensions: file hygiene, ignore files, framework conventions, domain/la...
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11446 ln-402-task-reviewer levnikolaevich/claude-code-skills
Paths: File paths ( shared/ , references/ , ../ln-* ) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. Task Reviewer MANDATORY after every task execution. Reviews a single task in To Review and decides Done vs To Rework with immediate fixes or clear rework notes. This skill is NOT optional. Every executed task MUST be reviewed immediately. No exceptions, no batching, no skipping. Purpose & Scope Resolve task ID (per Input Re...
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11447 frontend-routing aj-geddes/useful-ai-prompts
Frontend Routing Overview Implement client-side routing with navigation, lazy loading, protected routes, and state management for multi-page single-page applications. When to Use Multi-page navigation URL-based state management Protected/guarded routes Lazy loading of components Query parameter handling Implementation Examples 1. React Router v6 // App.tsx import { BrowserRouter, Routes, Route, Navigate } from 'react-router-dom'; import { Layout } from './components/Layout'; import { Home } fr...
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11448 profiling-optimization aj-geddes/useful-ai-prompts
Profiling & Optimization Overview Profile code execution to identify performance bottlenecks and optimize critical paths using data-driven approaches. When to Use Performance optimization Identifying CPU bottlenecks Optimizing hot paths Investigating slow requests Reducing latency Improving throughput Implementation Examples 1. Node.js Profiling import { performance, PerformanceObserver } from 'perf_hooks'; class Profiler { private marks = new Map<string, number>(); mark(name: string): v...
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11449 webgl martinholovsky/claude-skills-generator
WebGL Development Skill File Organization: This skill uses split structure. See references/ for advanced patterns and security examples. 1. Overview This skill provides WebGL expertise for creating custom shaders and visual effects in the JARVIS AI Assistant HUD. It focuses on GPU-accelerated rendering with security considerations. Risk Level: MEDIUM - Direct GPU access, potential for resource exhaustion, driver vulnerabilities Primary Use Cases: Custom shaders for holographic effects Post...
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11450 technology-selection dotnet/skills
No SKILL.md available for this skill. View on GitHub Installs 337 Repository dotnet/skills GitHub Stars 2.1K First Seen Mar 12, 2026
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