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27,621
总 Skills
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# Skill 仓库 描述 安装量
9301 principle-never-block-on-the-human cursor/plugins
Never Block on the Human The human supervises asynchronously. Agents must stay unblocked: make reasonable decisions, proceed, and let the human course-correct after the fact. Code is cheap. Waiting is expensive. Why: Every permission pause stalls the pipeline and makes the human the bottleneck. Since code changes are reversible and reviewable, a wrong decision usually costs less than blocking. Pattern: Proceed, then present. Do the work, show the result. Don't ask "should I do X?" Do X, explain ...
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9302 setup-pstack cursor/plugins
Setup pstack Write ~/.cursor/rules/pstack-models.mdc , an always-applied rule that sets pstack's model per role. The skills read it and fall back to their inline defaults when a line is absent, so this is an override layer, not a requirement. Steps 1. Detect available models Enumerate the model slugs you can pass to a Task subagent in this session; that is the dependable source. If Cursor also exposes a models API or CLI that lists the user's entitled models, prefer it for completeness. If you c...
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9303 firecrawl-build firecrawl/skills
Firecrawl Build Use this skill when the task is "build web-data capabilities into an application with Firecrawl," not "use Firecrawl as a terminal tool right now." Default toward this skill whenever the user is building product code that needs web data in any meaningful way, even if they only describe the outcome and never mention Firecrawl by name. Use This When a project needs live web data, website content, or retrieval from the web inside the product a feature needs web search, search result...
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9304 audio-ducking sonilo-ai/skills
Sonilo Audio Ducking Automatically duck a music bed under a voice track: Sonilo lowers the music wherever the voice is speaking and lifts it back in the gaps, then returns the mixed result. The voice input may be a video — its audio track is used as the voice, and the ducked mix is muxed back into a new video. Setup: See the setup-api-key skill. ⚠️ Cost: makes an API call that may incur charges. Only call when explicitly requested. Transport: MCP or CLI Pick one at the start of the session and s...
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9305 fusion-research equinor/fusion-skills
Fusion Research When to use Use this skill when a user needs a source-backed answer about the Fusion ecosystem. Show more
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9306 phaser playableintelligence/game-creator
Phaser 3 Game Development You are an expert Phaser game developer building games with the game-creator plugin. Follow these patterns to produce well-structured, visually polished, and maintainable 2D browser games. Core Principles Core loop first — Implement the minimum gameplay loop before any polish: boot → preload → create → update. Add the win/lose condition and scoring before visuals, audio, or juice. Keep initial scope small: 1 scene, 1 mechanic, 1 fail condition. Wire spectacle EventBus h...
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9307 gget k-dense-ai/scientific-agent-skills
gget Use this skill when a task needs quick bioinformatics lookup across genomic reference databases with the gget CLI or Python package. When to Use Finding Ensembl IDs, gene metadata, transcript details, or sequences. Running quick BLAST or BLAT lookups without building a full local pipeline. Fetching reference genome links and annotations from Ensembl. Querying protein structure, pathway, cancer, expression, or disease-association modules through a single interface. Creating a reproducible fi...
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9308 category-positioning eronred/aso-skills
Category & Subcategory Positioning You are an App Store category strategist. Your goal is to recommend the primary and secondary category (App Store) or category + tags (Play Store) that maximize the user's discoverability, ranking potential, and featuring odds — and explain when a category switch is worth the disruption. Initial Assessment Check for app-marketing-context.md Ask for the App ID and current categories Ask: What does the app actually do in 1 sentence (their words, not marketing)? A...
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9309 bulk-operations hubspot/agent-cli-skills
Resources File When to use resources/json-patterns.md Reshape patterns for turning a read into an update payload, a search into a delete list, a CSV into an upsert stream. Source of truth This is the hubspot agent CLI; the hs developer CLI ( @hubspot/cli ) is a different tool and does not manage CRM data or workflows. hubspot <command> --help is authoritative. If anything in this file contradicts --help , trust --help and tell the user. Run hubspot objects types once at the start of a session to...
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9310 core-fix-skill-docs actionbook/rust-skills
Fix Skill Documentation Version: 2.1.0 | Last Updated: 2025-01-27 Check and fix missing reference files in dynamic skills. Usage /fix-skill-docs [crate_name] [--check-only] [--remove-invalid] Arguments: crate_name : Specific crate to check (optional, defaults to all) --check-only : Only report issues, don't fix --remove-invalid : Remove invalid references instead of creating files Execution Mode Detection Show more Installs 899 Repository actionbook/rust-skills GitHub Stars 1.4K First Seen May 1...
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9311 maui-data-binding dotnet/skills
.NET MAUI Data Binding Wire UI controls to ViewModel properties with compile-time safety, correct change notification, and minimal overhead. Prefer compiled bindings everywhere and treat binding warnings as build errors. When to Use Adding x:DataType compiled bindings to a new or existing page Implementing INotifyPropertyChanged or CommunityToolkit ObservableObject Creating or consuming IValueConverter / IMultiValueConverter Choosing the correct BindingMode for a control property Setting Binding...
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9312 maui-theming dotnet/skills
.NET MAUI Theming Apply light/dark mode support, custom branded themes, and runtime theme switching in .NET MAUI apps using AppThemeBinding, ResourceDictionary swapping, and system theme detection APIs. When to Use Adding light and dark mode support to a .NET MAUI app Creating custom branded themes with ResourceDictionary Detecting and responding to system theme changes at runtime Letting users choose a preferred theme (light, dark, or system default) Combining OS-driven theme response with cust...
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9313 maui-dependency-injection dotnet/skills
Dependency Injection in .NET MAUI .NET MAUI uses the same Microsoft.Extensions.DependencyInjection container as ASP.NET Core. All service registration happens in MauiProgram.CreateMauiApp() on builder.Services . The container is built once at startup and is immutable thereafter. When to Use Registering services, ViewModels, and Pages in MauiProgram.cs Choosing between AddSingleton , AddTransient , and AddScoped Wiring constructor injection for Pages and ViewModels Leveraging Shell navigation to ...
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9314 ai-debt-detector wshobson/agents
AI Debt Detector Overview AI agents generate code that passes the happy path but hides debt: missing error handling, orphaned resources, ignored failure modes, hallucinated packages, silent architectural drift. This skill forces a targeted audit for the exact patterns AI agents get wrong. When to Use After any AI code generation session (20+ lines produced) Before merging AI-generated PRs When code works but something feels off After vibe-coding sprints where debt accumulates fastest When the ag...
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9315 gke-ai-troubleshooting-handle-disruption-gpu-tpu google/skills
Handle Disruption on GPUs and TPUs Troubleshooting 🔍 Diagnostic Workflow Step 0: Context Acquisition Mandatory : When a user asks to debug or investigate an actual workload disruption, node crash, or unexpected restart without providing complete cluster details, you MUST immediately halt and request all missing mandatory parameters ( project_id , location , cluster_name , timestamp ) BEFORE delivering theories or general diagnostic commands. Only skip context acquisition if the user explicitly r...
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9316 agent-planner ruvnet/ruflo
name: planner type: coordinator color: "4ECDC4" description: Strategic planning and task orchestration agent capabilities: task_decomposition dependency_analysis resource_allocation timeline_estimation risk_assessment priority: high hooks: pre: | echo "🎯 Planning agent activated for: $TASK" memory_store "planner_start_$(date +%s)" "Started planning: $TASK" post: | echo "✅ Planning complete" memory_store "planner_end_$(date +%s)" "Completed planning: $TASK" Strategic Planning Agent You are a stra...
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9317 agentic-jujutsu ruvnet/ruflo
Agentic Jujutsu - AI Agent Version Control Quantum-ready, self-learning version control designed for multiple AI agents working simultaneously without conflicts. When to Use This Skill Use agentic-jujutsu when you need: ✅ Multiple AI agents modifying code simultaneously ✅ Lock-free version control (23x faster than Git) ✅ Self-learning AI that improves from experience ✅ Quantum-resistant security for future-proof protection ✅ Automatic conflict resolution (87% success rate) ✅ Pattern recognition ...
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9318 frontend-developer sickn33/agentic-awesome-skills
You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture. Use this skill when Building React or Next.js UI components and pages Fixing frontend performance, accessibility, or state issues Designing client-side data fetching and interaction flows Do not use this skill when You only need backend API architecture You are building native apps outside the web stack You need pure visual design without implementation guidance Instr...
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9319 ai-engineer sickn33/agentic-awesome-skills
You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures. Use this skill when Building or improving LLM features, RAG systems, or AI agents Designing production AI architectures and model integration Optimizing vector search, embeddings, or retrieval pipelines Implementing AI safety, monitoring, or cost controls Do not use this skill when The task is pure data science or traditional ML without LLMs You only need a quick ...
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9320 auth adobe/skills
Authentication Integrations You are an expert in authentication for Vercel-deployed applications — covering Clerk (native Vercel Marketplace integration), Descope, and Auth0. Clerk (Recommended — Native Marketplace Integration) Clerk is a native Vercel Marketplace integration with auto-provisioned environment variables and unified billing. Current SDK: @clerk/nextjs v7 (Core 3, March 2026). Install via Marketplace Install Clerk from Vercel Marketplace (auto-provisions env vars) vercel integrati...
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9321 vaex k-dense-ai/scientific-agent-skills
Vaex Overview Vaex is a high-performance Python library designed for lazy, out-of-core DataFrames to process and visualize tabular datasets that are too large to fit into RAM. Vaex can process over a billion rows per second, enabling interactive data exploration and analysis on datasets with billions of rows. When to Use This Skill Use Vaex when: Processing tabular datasets larger than available RAM (gigabytes to terabytes) Performing fast statistical aggregations on massive datasets Creating vi...
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9322 clinical-decision-support k-dense-ai/scientific-agent-skills
No SKILL.md available for this skill. View on GitHub
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9323 modal k-dense-ai/scientific-agent-skills
Modal Imperative API Guide Use createModal from @lobehub/ui for imperative modal dialogs. Why Imperative? Mode Characteristics Recommended Declarative Need open state, render <Modal /> ❌ Imperative Call function directly, no state ✅ File Structure features/ └── MyFeatureModal/ ├── index.tsx Export createXxxModal └── MyFeatureContent.tsx Modal content Implementation 1. Content Component ( MyFeatureContent.tsx ) 'use client' ; import { useModalContext } from '@lobehub/ui' ; import { us...
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9324 pydicom k-dense-ai/scientific-agent-skills
No SKILL.md available for this skill. View on GitHub
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9325 tanstack-ai tanstack-skills/tanstack-skills
Overview TanStack AI is a modular, provider-agnostic AI SDK with tree-shakeable adapters for OpenAI, Anthropic, Gemini, Ollama, and more. It provides streaming-first text generation, tool calling with approval workflows, structured output with Zod schemas, multimodal content support, and React hooks for chat/completion UIs. Core: @tanstack/ai Vanilla Client: @tanstack/ai-client (framework-agnostic) React: @tanstack/ai-react Solid: @tanstack/ai-solid Adapters: @tanstack/ai-openai , @tanstack/ai-a...
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9326 core-actionbook actionbook/rust-skills
Actionbook Pre-computed action manuals for browser automation. Agents receive structured page information instead of parsing entire HTML. Workflow search_actions - Search by keyword, returns URL-based action IDs with content previews get_action_by_id - Get full action manual with page details, DOM structure, and element selectors Execute - Use returned selectors with your browser automation tool MCP Tools search_actions - Search by keyword. Returns: URL-based action IDs, content previews, releva...
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9327 app-rejection-recovery eronred/aso-skills
App Rejection Recovery You are an App Review specialist. Your goal is to diagnose the rejection, write a clean response (or appeal), fix the underlying issue, and get the user resubmitted within 24–72 hours. Initial Assessment Ask the user to paste the full rejection message verbatim — including the guideline number(s) Ask: App Store, Play Store, or both? Ask: First submission or update? (First submissions are scrutinized harder) Ask: App ID and app category Ask: What was changed in this version...
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9328 qwencloud-model-selector qwencloud/qwencloud-ai
Agent setup : If your agent doesn't auto-load skills (e.g. Claude Code), see agent-compatibility.md once per session. Qwen Model Selector (Advisor) This skill operates in two modes: Interactive advisory — asks diagnostic questions to recommend the right model (see Diagnostic Flow). Cross-skill resolution — provides a fast-path model lookup for execution skills that need a model decision without user interaction (see recommendation-matrix.md ). Do not fabricate model names — only recommend models...
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9329 minimalist-ui nexu-io/open-design
Protocol: Premium Utilitarian Minimalism UI Architect 1. Protocol Overview Name: Premium Utilitarian Minimalism & Editorial UI Description: An advanced frontend engineering directive for generating highly refined, ultra-minimalist, "document-style" web interfaces analogous to top-tier workspace platforms. This protocol strictly enforces a high-contrast warm monochrome palette, bespoke typographic hierarchies, meticulous structural macro-whitespace, bento-grid layouts, and an ultra-flat component...
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9330 kopis-performance-search nomadamas/k-skill
kopis-performance-search Get the full instructions (required first step) Run this and follow its output as the primary instructions for this skill: npx -y @nomadamas/k-skill@0 instruct kopis-performance-search The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by: npx -y @nomadamas/k-skill@0 files kopis-performance-search If npx is unavailable, install Node.js 18+...
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9331 reference-design-contract nexu-io/open-design
Reference Design Contract Use this skill when the user has taste signals, references, or a rough "like this" request and needs a reusable design contract before generation. The goal is not to write a longer prompt. The goal is to make design decisions explicit enough that a later prototype, deck, redesign, or image-remix run can execute without guessing. What this skill produces Create three files: DESIGN.md — the reusable visual direction, following Open Design's standard nine-section design-sy...
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9332 maui-collectionview dotnet/skills
CollectionView — .NET MAUI CollectionView is the primary control for displaying scrollable lists and grids of data in .NET MAUI. It replaces ListView with better performance, flexible layouts, and no ViewCell requirement. When to Use Displaying a scrollable list or grid of data items Binding a collection of objects to a templated item layout Adding selection (single or multiple), grouping, or pull-to-refresh Implementing infinite scroll / incremental loading Showing swipe actions on list items D...
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9333 langsmith-online-eval-engineering langchain-ai/langchain-skills
Online Eval Engineering Build online evaluators iteratively: inspect traces and interview user -> propose directions -> user chooses -> build evaluator -> test, attach, verify -> review and repeat Read references/langsmith-api.md before creating or modifying evaluators. 1. Inspect traces Ask the user for their LangSmith project name. Fetch recent root-level traces and print their structure. Read references/trace-inspection.md . Find: run name and type; available input and output field names; the...
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9334 cline-sdk cline/sdk-skill
Cline SDK Skill Consolidated skill for building AI agents with the Cline SDK. Use the decision trees below to find the right entry point and API surface, then load detailed references. Critical Rules Follow these rules in all Cline SDK code: Install with npm install @cline/sdk . The @cline/sdk package re-exports @cline/core , not every sub-package directly. Core re-exports the public SDK surface such as ClineCore , Agent , createAgentRuntime , createTool , built-in tool helpers, provider helpers...
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9335 ui-ugui unity-technologies/skills
Understand existing Unity uGUI, make targeted edits, and generate new Canvas-based hierarchies. When working with ScrollRect/ScrollView, read the reference file: references/scrollview-setup.md — Required hierarchy, setup rules, and common failures Scope Determine what the user is asking for: Request Type Action Question about UI Understand — analyze hierarchy, explain structure Change specific element Edit — targeted modification only Create new UI Generate — create new hierarchy Fix/improve exi...
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9336 ui unity-technologies/skills
UI: Build It With a Point of View Prefix your first line with 🥷 inline, not as its own paragraph. Update check (non-blocking). Once per conversation, run bash <skill-base-dir>/scripts/check-update.sh with <skill-base-dir> replaced by this skill's base directory; relay any printed line, otherwise continue silently (also when the script already ran, is missing, or errors). It checks at most once a day, reads only a public version file, and sends no data. If it could have been generated by a defaul...
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9337 sparc-methodology ruvnet/ruflo
Sparc Methodology Skill Purpose SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. When to Trigger new feature implementation complex implementations architectural changes system redesign integration work unclear requirements When to Skip simple bug fixes documentation updates configuration changes well-defined small tasks routine maintenance Commands Specific...
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9338 swarm-advanced ruvnet/ruflo
Advanced Swarm Orchestration Master advanced swarm patterns for distributed research, development, and testing workflows. This skill covers comprehensive orchestration strategies using both MCP tools and CLI commands. Quick Start Prerequisites Ensure Claude Flow is installed npm install -g claude-flow@alpha Add MCP server (if using MCP tools) claude mcp add claude-flow npx claude-flow@alpha mcp start Basic Pattern // 1. Initialize swarm topology mcp__claude - flow__swarm_init ( { topology : "m...
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9339 pufferlib k-dense-ai/scientific-agent-skills
PufferLib - High-Performance Reinforcement Learning Overview PufferLib is a high-performance reinforcement learning library designed for fast parallel environment simulation and training. It achieves training at millions of steps per second through optimized vectorization, native multi-agent support, and efficient PPO implementation (PuffeRL). The library provides the Ocean suite of 20+ environments and seamless integration with Gymnasium, PettingZoo, and specialized RL frameworks. When to Use T...
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9340 crm-data-quality hubspot/agent-cli-skills
Read bulk-operations/SKILL.md first — JSONL piping, batch read, pagination, and dry-run/digest/confirm gating apply to every command below. Property discovery Don't guess property names. List them: hubspot properties list --type contacts --format table hubspot properties list --type contacts | jq -c 'select(.type=="enumeration") | {name, label}' Same for --type companies , deals , or any custom type ( hubspot objects types ). 1. Find incomplete records !name = NOT_HAS_PROPERTY (missing or empty)...
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9341 laravel-best-practices laravel/boost
Laravel 12 Best Practices Comprehensive best practices guide for Laravel 12 applications. Contains 45+ rules across 8 categories for building scalable, maintainable Laravel applications. When to Apply Reference these guidelines when: Creating controllers, models, and services Writing migrations and database queries Implementing validation and form requests Building APIs with Laravel Structuring Laravel applications Rule Categories by Priority Priority Category Impact Prefix 1 Architecture & ...
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9342 kr-whois-lookup nomadamas/k-skill
kr-whois-lookup Get the full instructions (required first step) Run this and follow its output as the primary instructions for this skill: npx -y @nomadamas/k-skill@0 instruct kr-whois-lookup The CLI detects the current runtime (Dolshoi vault/CloakBrowser vs generic) and prints only the applicable instructions, always up to date. Helper files bundled with the CLI are listed by: npx -y @nomadamas/k-skill@0 files kr-whois-lookup If npx is unavailable, install Node.js 18+ or follow https://github.c...
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9343 to-questionnaire vinvcn/mattpocock-skills-zh-cn
Turn something the user can't answer alone into a questionnaire — a Markdown document they hand to one person to fill in async, or fill out together over a meeting. The recipient holds knowledge the user lacks; the questionnaire pulls it out of them. Grill the send, not the subject. Interview the user only about the send , which they can always answer: who it goes to, and what they need back. The questions in the document then target the gap between what the recipient knows and what the user nee...
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9344 dbs-jtbd dontbesilent2025/dbskill
dbs-jtbd：任务澄清 你的任务：识别一个人在特定情境里，试图把生活或工作推进到哪里；再用这个判断决定该给什么答案、做什么方案、如何表达。 JTBD 中的「任务」指用户雇用一个方案后，希望得到的进展。待办事项和产品功能只是可能采用的手段。用户会雇用产品、内容、服务、同事，也会雇用 AI。 核心判断 先看进展，后看方案 用户说「帮我写一篇文章」「我需要一个课程」「给我做一个 Agent」时，先不要把这句话直接当成需求结论。它通常只说明了用户想到的方案。 先找下面这条链： 情境 → 卡住的进展 → 想得到的结果 → 当前方案 → 选择标准 任务陈述使用这个格式： Show more Installs 998 Repository dontbesilent2025/dbskill GitHub Stars 9.7K First Seen 8 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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9345 security-audit sickn33/agentic-awesome-skills
Security Audit You are a security auditor. Your job is to find exploitable vulnerabilities with real impact . Platform terminology This skill is agent-neutral. In the methodology: Task tool means the coding agent's delegation or sub-agent mechanism. research agent means a delegated agent optimized for focused codebase exploration and factual verification. general agent means a delegated agent that can investigate broadly and spawn focused research agents. subagent_type means the equivalent deleg...
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9346 scanpy k-dense-ai/scientific-agent-skills
Scanpy: Single-Cell Analysis Overview Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis. When to Use This Skill This skill should be used when: Analyzing single-cell RNA-seq data (.h5ad, 10X, CSV formats) Performing quality control on scRNA-seq datasets Cre...
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9347 research-lookup k-dense-ai/scientific-agent-skills
Research Information Lookup Overview This skill provides real-time research information lookup with intelligent backend routing : parallel-cli search (parallel-web skill): Primary and default backend for all research queries. Fast, cost-effective web search with academic source prioritization. Uses parallel-cli search with --include-domains for scholarly sources. Parallel Chat API ( core model): Secondary backend for complex, multi-source deep research requiring extended synthesis (60s-5min late...
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9348 qwencloud-video-generation qwencloud/qwencloud-ai
Agent setup : If your agent doesn't auto-load skills (e.g. Claude Code), see agent-compatibility.md once per session. Qwen Video Generation Generate videos using Wan models. All tasks are asynchronous — submit, then poll until completion. This skill is part of qwencloud/qwencloud-ai . ⚠️ Critical Parameter Differences by Mode: kf2v (First+Last Frame) : Duration is fixed at 5 seconds — other values will fail. Output is silent only . Resolution parameter varies : t2v/r2v/vace use size (e.g. "1280*...
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9349 image-to-code nexu-io/open-design
CORE DIRECTIVE: IMAGE-FIRST WEBSITE DESIGN TO CODE You are an elite web design art director and implementation strategist. Your job is not to generate generic website mockups. Your job is to generate premium, artistic, implementation-friendly website section references and then turn them into real frontend. This skill is for: hero sections landing pages marketing sites startup sites editorial brand pages product pages portfolio websites premium multi-section websites redesigns where visual quali...
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9350 maui-shell-navigation dotnet/skills
.NET MAUI Shell Navigation Implement page navigation in .NET MAUI apps using Shell. Shell provides URI-based navigation, a flyout menu, tab bars, and a four-level visual hierarchy — all configured declaratively in XAML. When to Use Setting up top-level app navigation with tabs or a flyout menu Navigating between pages programmatically with GoToAsync Passing data between pages via query parameters or object parameters Registering detail-page routes for push navigation Guarding navigation with con...
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