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# Skill 仓库 描述 安装量
14651 openrlhf-training davila7/claude-code-templates
OpenRLHF - High-Performance RLHF Training Quick start OpenRLHF is a Ray-based RLHF framework optimized for distributed training with vLLM inference acceleration. Installation: Launch Docker container docker run --runtime=nvidia -it --rm --shm-size="10g" --cap-add=SYS_ADMIN \ -v $PWD:/openrlhf nvcr.io/nvidia/pytorch:25.02-py3 bash Uninstall conflicts sudo pip uninstall xgboost transformer_engine flash_attn pynvml -y Install OpenRLHF with vLLM pip install openrlhf[vllm] PPO Training (H...
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14652 codex skills-directory/skill-codex
Codex Skill Guide Running a Task Default to gpt-5.2 model. Ask the user (via AskUserQuestion ) which reasoning effort to use ( xhigh , high , medium , or low ). User can override model if needed (see Model Options below). Select the sandbox mode required for the task; default to --sandbox read-only unless edits or network access are necessary. Assemble the command with the appropriate options: -m, --model <MODEL> --config model_reasoning_effort="<high|medium|low>" --sandbox <read-only|workspace-...
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14653 meitu-skills meitu/meitu-skills
meitu-skills (Root Entry) Purpose This is the top-level routing skill: Use meitu-poster for poster strategy, visual direction, and cover-design workflows. Use meitu-stickers for sticker pack and emoji pack generation from photos. Use meitu-visual-me for consolidated visual workflows such as try-on, portrait generation, group photo, and avatar sets. Use meitu-product-swap for swapping products in e-commerce images. Use meitu-video-dance for motion-transfer and dance-style video generation workflo...
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14654 observer-pattern patternsdev/skills
Observer Pattern Table of Contents When to Use When NOT to Use Instructions Details Source With the observer pattern , we can subscribe certain objects, the observers , to another object, called the observable . Whenever an event occurs, the observable notifies all its observers! When to Use Use this when you need to notify multiple parts of an application about state changes or events This is helpful for implementing event-driven, asynchronous communication between components When NOT to Use Wh...
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14655 stock-question-refiner liangdabiao/claude-code-stock-deep-research-agent
Stock Question Refiner Role You are a Stock Investment Research Question Refiner specializing in crafting structured investment research prompts. Your primary objectives are: Ask clarifying questions first to understand the user's investment context, style, and research needs Generate structured research prompts that follow professional investment due diligence standards Eliminate vague requests by defining clear research parameters Core Directives Do Not Provide Investment Advice: Focus on re...
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14656 triage readwiseio/readwise-skills
Triage Move issues on the project backlog through a small state machine of triage roles. Every comment or issue posted to the backlog during triage must start with this disclaimer: > *This was generated by AI during triage.* Reference docs AGENT-BRIEF.md — how to write durable agent briefs OUT-OF-SCOPE.md — how the .out-of-scope/ knowledge base works Roles Two category roles: bug — something is broken enhancement — new feature or improvement Five state roles: needs-triage — maintainer needs to e...
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14657 dotnet-backend sickn33/antigravity-awesome-skills
.NET Backend Agent - ASP.NET Core & Enterprise API Expert You are an expert .NET/C backend developer with 8+ years of experience building enterprise-grade APIs and services. When to Use Use this skill when the user asks to: Build or refactor ASP.NET Core APIs (controller-based or Minimal APIs) Implement authentication/authorization in a .NET backend Design or optimize EF Core data access patterns Add background workers, scheduled jobs, or integration services in C Improve reliability/performance...
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14658 webhook-integration aj-geddes/useful-ai-prompts
Dodo Payments Webhook Integration Reference: docs.dodopayments.com/developer-resources/webhooks Webhooks provide real-time notifications when payment events occur. Use them to automate workflows, update databases, send notifications, and keep your systems synchronized. Quick Setup 1. Configure Webhook in Dashboard Go to Dashboard → Developer → Webhooks Click "Create Webhook" Enter your endpoint URL Select events to subscribe to Copy the webhook secret 2. Environment Variables DODO_PAYMENTS_WEBHO...
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14659 openai apps mcp jezweb/claude-skills
Building OpenAI Apps with Stateless MCP Servers Status : Production Ready Last Updated : 2026-01-21 Dependencies : cloudflare-worker-base , hono-routing (optional) Latest Versions : @modelcontextprotocol/sdk@1.25.3, hono@4.11.3, zod@4.3.5, wrangler@4.58.0 Overview Build ChatGPT Apps using MCP (Model Context Protocol) servers on Cloudflare Workers. Extends ChatGPT with custom tools and interactive widgets (HTML/JS UI rendered in iframe). Architecture : ChatGPT → MCP endpoint (JSON-RPC 2.0) → Tool...
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14660 firebase-storage jezweb/claude-skills
Firebase Cloud Storage Status: Production Ready Last Updated: 2026-01-25 Dependencies: None (standalone skill) Latest Versions: firebase@12.8.0, firebase-admin@13.6.0 Quick Start (5 Minutes) 1. Initialize Firebase Storage (Client) // src/lib/firebase.ts import { initializeApp } from 'firebase/app'; import { getStorage } from 'firebase/storage'; const firebaseConfig = { apiKey: process.env.NEXT_PUBLIC_FIREBASE_API_KEY, authDomain: process.env.NEXT_PUBLIC_FIREBASE_AUTH_DOMAIN, projectId: ...
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14661 ln-644-dependency-graph-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. Dependency Graph Auditor L3 Worker that builds and analyzes the module dependency graph to enforce architectural boundaries. Purpose & Scope Worker in ln-640 coordinator pipeline - invoked by ln-640-pattern-evolution-auditor Build module dependency graph from import statements (Python, TS/JS, C, Java) Detect circular depend...
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14662 test-writer leonardomso/33-js-concepts
Skill: Test Writer for Concept Pages Use this skill to generate comprehensive Vitest tests for all code examples in a concept documentation page. Tests verify that code examples in the documentation are accurate and work as described. When to Use After writing a new concept page When adding new code examples to existing pages When updating existing code examples To verify documentation accuracy through automated tests Before publishing to ensure all examples work correctly Test Writing Methodo...
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14663 senior-mobile borghei/claude-skills
Senior Mobile Developer Expert-level mobile application development. Core Competencies iOS development (Swift, SwiftUI) Android development (Kotlin, Jetpack Compose) Cross-platform (React Native, Flutter) Mobile architecture patterns Performance optimization App Store deployment Push notifications Offline-first design Platform Comparison Aspect Native iOS Native Android React Native Flutter Language Swift Kotlin TypeScript Dart UI Framework SwiftUI/UIKit Compose/XML React Widgets Performance B...
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14664 awq-quantization davila7/claude-code-templates
AWQ (Activation-aware Weight Quantization) 4-bit quantization that preserves salient weights based on activation patterns, achieving 3x speedup with minimal accuracy loss. When to use AWQ Use AWQ when: Need 4-bit quantization with <5% accuracy loss Deploying instruction-tuned or chat models (AWQ generalizes better) Want ~2.5-3x inference speedup over FP16 Using vLLM for production serving Have Ampere+ GPUs (A100, H100, RTX 40xx) for Marlin kernel support Use GPTQ instead when: Need maximum...
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14665 feishu-docx leemysw/agent-kit
Feishu Docx Exporter Export Feishu/Lark cloud documents to Markdown for AI analysis, writing, and automation. Setup (One-time) pip install feishu-docx feishu-docx config set --app-id YOUR_APP_ID --app-secret YOUR_APP_SECRET Token auto-refreshes. No user interaction required. Optional: Browser-Based Export export-browser requires Playwright and a Chromium runtime: pip install playwright Show more Installs 301 Repository leemysw/feishu-docx GitHub Stars 202 First Seen Jan 22, 2026 Security Audits ...
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14666 alicloud-ai-multimodal-qwen-vl-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/multimodal/alicloud-ai-multimodal-qwen-vl Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, respon...
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14667 competitive-intelligence-analyst shipshitdev/library
Competitive Intelligence Analyst - Market & Competitor Tracking Overview You are a competitive intelligence analyst specializing in indie market analysis. You help solo founders understand their competitive landscape, monitor competitor moves, identify market gaps, and position their offerings for maximum differentiation. Your job is to execute competitive research—not just advise—by building monitoring systems and actionable competitive insights. Core Principle: "Know your competition better ...
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14668 frontend-design vudovn/antigravity-kit
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices. The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints. Design Thinking Before coding, understand the context and commit to a BOLD aesthetic direction: Purpose :...
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14669 task-breakdown jwynia/agent-skills
Task Breakdown: Executive Function Support Skill You help people with ADHD, autism, and other executive function differences transform overwhelming tasks into manageable action steps. Your role is to provide external scaffolding, not motivation lectures. Core Principle Executive dysfunction is neurological, not motivational. External systems compensate for working memory limitations. You're not here to "fix" anyone. You're providing prosthetic executive function—tools that help navigate a wo...
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14670 genre-conventions jwynia/agent-skills
Genre Conventions: Diagnostic and Generative Skill You diagnose genre-level story problems and generate genre-specific elements. Your role is to ensure stories deliver on their emotional promises to readers. Core Principle Genre is a promise. The story must deliver on that promise or readers feel betrayed. Elemental genres are about emotional experience, not bookshelf categories. A story set on a spaceship can be any genre. The setting is not the genre. The emotional experience is the genre....
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14671 fix-flaky-tests tuist/agent-skills
Fix Flaky Test Quick Start You'll typically receive a Tuist test case URL or identifier. Follow these steps to investigate and fix it: Run tuist test case show <id-or-identifier> --json to get reliability metrics for the test. Run tuist test case run list Module/Suite/TestCase --flaky --json to see flaky run patterns. Run tuist test case run show <run-id> --json on failing flaky runs to get failure messages and file paths. Read the test source at the reported path and line, identify the flaky pa...
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14672 risk-assessment aj-geddes/useful-ai-prompts
Risk Assessment Systematically identify, assess, and plan mitigations for operational risks. Risk Assessment Matrix Low Impact Medium Impact High Impact High Likelihood Medium High Critical Medium Likelihood Low Medium High Low Likelihood Low Low Medium Risk Categories Operational : Process failures, staffing gaps, system outages Financial : Budget overruns, vendor cost increases, revenue impact Compliance : Regulatory violations, audit findings, policy breaches Strategic : Market changes, compe...
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14673 log-aggregation aj-geddes/useful-ai-prompts
Log Aggregation Overview Build comprehensive log aggregation systems to collect, parse, and analyze logs from multiple sources, enabling centralized monitoring, debugging, and compliance auditing. When to Use Centralized log collection Distributed system debugging Compliance and audit logging Security event monitoring Application performance analysis Error tracking and alerting Historical log retention Real-time log searching Implementation Examples 1. ELK Stack Configuration docker-compose.y...
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14674 design-handoff aj-geddes/useful-ai-prompts
/design-handoff If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md . Generate comprehensive developer handoff documentation from a design. Usage /design-handoff $ARGUMENTS Generate handoff specs for: @$1 If a Figma URL is provided, pull the design from Figma. Otherwise, work from the provided description or screenshot. What to Include Visual Specifications Exact measurements (padding, margins, widths) Design token references (colors, typography, spac...
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14675 cloud-migration-planning aj-geddes/useful-ai-prompts
Cloud Migration Planning Overview Cloud migration planning involves assessing current infrastructure, designing migration strategies, executing migrations with minimal downtime, and validating outcomes. Support lift-and-shift, replatforming, and refactoring approaches for smooth cloud adoption. When to Use Moving from on-premises to cloud Cloud platform consolidation Legacy system modernization Reducing data center costs Improving scalability and availability Meeting compliance requirements Di...
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14676 hummingbot-deploy hummingbot/skills
No SKILL.md available for this skill. View on GitHub
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14677 ln-520-test-planner 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. Inputs Input Required Source Description storyId Yes args, git branch, kanban, user Story to process Resolution: Story Resolution Chain. Status filter: To Review Test Planning Orchestrator Coordinates the complete test planning pipeline for a Story by delegating to specialized workers. Purpose & Scope Orchestrate test plann...
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14678 ln-723-seed-data-generator 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. ln-723-seed-data-generator Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-720-structure-migrator Universal seed data generator with two modes: MIGRATE (parse existing ORM schemas) or GENERATE (create from entity definitions). Outputs to any target format (C, TypeScript, Python, JSON, SQL). Purpose & Scope Aspect...
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14679 ln-523-auto-test-planner 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. Automated Test Planner Creates Story test task with comprehensive automated test coverage (E2E/Integration/Unit) based on Risk-Based Testing methodology and REAL manual testing results. Inputs Input Required Source Description storyId Yes args, git branch, kanban, user Story to process Resolution: Story Resolution Chain. St...
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14680 postgresql-expert-best-practices-code-review wispbit-ai/skills
PostgreSQL Expert Best Practices Simple, pragmatic, opinionated. Only what matters for writing production-grade PostgreSQL queries. When to Apply Reference these guidelines when: Writing database migrations or schema changes Creating or modifying PostgreSQL tables and columns Adding indexes, constraints, or foreign keys Reviewing database schema for performance issues Refactoring existing database structures Optimizing query performance or database design Rule Categories by Priority Priority Cat...
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14681 weibo_hotspot_analyzer violin86318/weibo-hotspot-analyzer
[技能说明] 自动化分析微博热搜并转化为产品创意的智能助手。通过实时抓取微博热搜榜单，深度挖掘每个热点的背景信息和事件脉络，利用AI从"有趣度80%+有用度20%"的角度提取产品创意，最终生成可视化的HTML分析报告。帮助产品经理、创业者、开发者快速发现市场机会，将热点转化为可执行的产品方案。 [核心能力] - 实时热搜抓取 ：通过天聚数行API自动获取微博热搜TOP50榜单，包含热搜词、热度指数、标签 - 智能背景搜索 ：对每个热搜话题使用Web Search工具搜索相关新闻、事件脉络、社会背景 - AI创意分析 ：基于热点信息，从"有趣度80分+有用度20分"的多维度评分体系提取产品创意 - 多创意生成 ：为每个热搜生成多个产品创意方案，包含名称、核心功能、目标用户描述 - 可视化报告 ：生成响应式HTML报告，活力橙主题，支持手机/平板查看，高亮展示高分创意 - 智能评分分级 ：自动计算综合评分，>80分标注为优秀，60-80分标注为良好 [执行流程] 第一步：抓取微博热搜榜单 - 运行 python scripts/fetch_weibo_hot.py 调用天聚数行API - ...
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14682 claude-ally-health sickn33/antigravity-awesome-skills
Claude Ally Health Overview A health assistant skill for medical information analysis, symptom tracking, and wellness guidance. When to Use This Skill Use this skill when you need to work with a health assistant skill for medical information analysis, symptom tracking, and wellness guidance.. Instructions This skill provides guidance and patterns for a health assistant skill for medical information analysis, symptom tracking, and wellness guidance.. For more information, see the source repositor...
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14683 dotnet-architect sickn33/antigravity-awesome-skills
Use this skill when Working on dotnet architect tasks or workflows Needing guidance, best practices, or checklists for dotnet architect Do not use this skill when The task is unrelated to dotnet architect 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...
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14684 event-sourcing-architect sickn33/antigravity-awesome-skills
Event Sourcing Architect Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries. Capabilities Event store design and implementation CQRS (Command Query Responsibility Segregation) patterns Projection building and read model optimization Saga and process manager...
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14685 troubleshooting-guide aj-geddes/useful-ai-prompts
Troubleshooting Guide Overview Create structured troubleshooting documentation that helps users and support teams quickly diagnose and resolve common issues. When to Use FAQ documentation Common error messages Debug guides Known issues lists Error code reference Performance troubleshooting Configuration issues Installation problems Troubleshooting Guide Template Troubleshooting Guide Quick Diagnosis Is the Service Working? Check our [Status Page](https://status.example.com) first. Quic...
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14686 load-balancer-setup aj-geddes/useful-ai-prompts
Load Balancer Setup Overview Deploy and configure load balancers to distribute traffic across multiple backend servers, ensuring high availability, fault tolerance, and optimal resource utilization across your infrastructure. When to Use Multi-server traffic distribution High availability and failover Session persistence and sticky sessions Health checking and auto-recovery SSL/TLS termination Cross-region load balancing API rate limiting at load balancer DDoS mitigation Implementation Example...
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14687 idempotency-handling aj-geddes/useful-ai-prompts
Idempotency Handling Overview Implement idempotency to ensure operations produce the same result regardless of how many times they're executed. When to Use Payment processing API endpoints with retries Webhooks and callbacks Message queue consumers Distributed transactions Bank transfers Order creation Email sending Resource creation Implementation Examples 1. Express Idempotency Middleware import express from 'express'; import Redis from 'ioredis'; import crypto from 'crypto'; interface Idem...
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14688 skill-manager kkkkhazix/khazix-skills
Skill Lifecycle Manager This skill helps you maintain your library of GitHub-wrapped skills by automating the detection of updates and assisting in the refactoring process. Core Capabilities Audit: Scans your local skills folder for skills with github_url metadata. Check: Queries GitHub (via git ls-remote) to compare local commit hashes against the latest remote HEAD. Report: Generates a status report identifying which skills are "Stale" or "Current". Update Workflow: Provides a structured pro...
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14689 alicloud-ai-video-wan-video-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/video/alicloud-ai-video-wan-video Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response summa...
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14690 alicloud-ai-video-wan-r2v-test cinience/alicloud-skills
Category: test Minimal Viable Test Goals Validate only the minimal request path for this skill. If execution fails, record exact error details without guessing parameters. Prerequisites Prepare authentication and region settings based on the skill instructions. Target skill: skills/ai/video/alicloud-ai-video-wan-r2v Test Steps (Minimal) Open the target skill SKILL.md and choose one minimal input example. Send one minimal request or run the example script. Record request summary, response summary...
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14691 geo-database davila7/claude-code-templates
GEO Database Overview The Gene Expression Omnibus (GEO) is NCBI's public repository for high-throughput gene expression and functional genomics data. GEO contains over 264,000 studies with more than 8 million samples from both array-based and sequence-based experiments. When to Use This Skill This skill should be used when searching for gene expression datasets, retrieving experimental data, downloading raw and processed files, querying expression profiles, or integrating GEO data into comput...
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14692 scikit-bio davila7/claude-code-templates
scikit-bio Overview scikit-bio is a comprehensive Python library for working with biological data. Apply this skill for bioinformatics analyses spanning sequence manipulation, alignment, phylogenetics, microbial ecology, and multivariate statistics. When to Use This Skill This skill should be used when the user: Works with biological sequences (DNA, RNA, protein) Needs to read/write biological file formats (FASTA, FASTQ, GenBank, Newick, BIOM, etc.) Performs sequence alignments or searches for m...
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14693 outline-collaborator jwynia/agent-skills
Outline Collaborator: Active Structural Partner Skill You are an outline collaborator. You actively develop story structure—generating scene beats, character arc mappings, plot alternatives, and exploratory samples while working alongside the human writer. The Collaboration Mindset You believe: The writer is the primary creative voice; you amplify, don't replace Offering structural options is better than singular solutions Your contributions should feel like their story's skeleton, not a fin...
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14694 review-docs tldraw/tldraw
Review documentation This skill runs an evaluation and improvement loop on a documentation file. Target : $ARGUMENTS Relevant skills : write-docs Workflow overview ┌──────────────────────────────────────────────────────────────┐ │ INITIALIZE: Create state file to track issues │ └──────────────────────────────────────────────────────────────┘ ↓ ┌──────────────────────────────────────────────────────────────┐ │ EVALUATE (parallel) │ │ ┌─────...
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14695 mediator-pattern patternsdev/skills
Mediator/Middleware Pattern The mediator pattern makes it possible for components to interact with each other through a central point: the mediator. Instead of directly talking to each other, the mediator receives the requests, and sends them forward! In JavaScript, the mediator is often nothing more than an object literal or a function. You can compare this pattern to the relationship between an air traffic controller and a pilot. Instead of having the pilots talk to each other directly, which ...
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14696 provider-pattern patternsdev/skills
Provider Pattern Table of Contents When to Use Instructions Details Source In some cases, we want to make available data to many (if not all) components in an application. Although we can pass data to components using props , this can be difficult to do if almost all components in your application need access to the value of the props. We often end up with something called prop drilling , which is the case when we pass props far down the component tree. Refactoring the code that relies on the pr...
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14697 symfony:api-platform-security makfly/superpowers-symfony
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:api-platform-security<div
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14698 bash-defensive-patterns sickn33/antigravity-awesome-skills
Bash Defensive Patterns Comprehensive guidance for writing production-ready Bash scripts using defensive programming techniques, error handling, and safety best practices to prevent common pitfalls and ensure reliability. When to Use This Skill Writing production automation scripts Building CI/CD pipeline scripts Creating system administration utilities Developing error-resilient deployment automation Writing scripts that must handle edge cases safely Building maintainable shell script libraries...
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14699 deployment-engineer sickn33/antigravity-awesome-skills
Deployment Engineer Specialist in deployment automation, CI/CD pipelines, and infrastructure management. When This Skill Activates Activates when you: Set up deployment pipeline Configure CI/CD Manage releases Automate infrastructure CI/CD Pipeline Pipeline Stages stages : - lint - test - build - security - deploy - dev - deploy - staging - deploy - production GitHub Actions Example name : CI/CD on : push : branches : [ main , develop ] pull_request : branches : [ main ] jobs : lint : runs-on : ...
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14700 monorepo-management aj-geddes/useful-ai-prompts
Monorepo Management Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications. When to Use This Skill Setting up new monorepo projects Migrating from multi-repo to monorepo Optimizing build and test performance Managing shared dependencies Implementing code sharing strategies Setting up CI/CD for monorepos Versioning and publishing packages Debugging monorepo-specific issues Core Concepts 1. Why Monorepos? Advan...
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