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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 7601 | typescript-e2e-testing | bmad-labs/skills |
E2E Testing Skill E2E testing validates complete workflows from user perspective, using real infrastructure via Docker. Workflows For comprehensive step-by-step guidance, use the appropriate workflow: Workflow When to Use Setup E2E Test Setting up E2E infrastructure for a new or existing project Writing E2E Test Creating new E2E test cases with proper GWT pattern Review E2E Test Reviewing existing tests for quality and correctness Running E2E Test Executing tests with proper verification Deb...
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| 7602 | qwen-asr | aahl/skills |
Qwen ASR Transcribe an audio file (wav/mp3/ogg...) to text using Qwen ASR. No configuration or API key required. Usage uv run scripts/main.py -f audio.wav cat audio.mp3 | uv run scripts/main.py > transcript.txt curl https://example.com/audio.ogg | uv run scripts/main.py
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| 7603 | pitch-deck | anthropics/financial-services |
Populating Investment Banking Pitch Deck Templates Reference Files Read all reference files at task start before beginning any work. These contain critical patterns and anti-patterns that will affect your approach. Do not wait until you encounter issues. File Purpose formatting-standards.md Text, bullets, tables, charts, alignment slide-templates.md Content mapping guidance for common slide types xml-reference.md PowerPoint XML patterns for tables, shapes, arrows calculation-standards.md Financi...
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| 7604 | article-content | kostja94/marketing-skills |
Content: Article Content Guides creation of article body content —the actual text (intro, body, conclusion) for blog posts, guides, and long-form pieces. Focus on what to write . For where it goes (page structure, schema, metadata), see article-page-generator . For short conversion copy (ads, landing pages, CTAs), see copywriting . When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or wh...
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| 7605 | minimal-api-file-upload | dotnet/skills |
Implementing File Uploads in ASP.NET Core Minimal APIs When to Use File upload endpoints in ASP.NET Core minimal APIs (.NET 8+) Handling IFormFile or IFormFileCollection parameters When you need size limits, content type validation, or streaming large files When Not to Use MVC controllers → [FromForm] IFormFile works directly with attributes Simple JSON body → no file upload needed Very large files (> 1GB) → use streaming with MultipartReader instead Inputs Input Required Description File parame...
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| 7606 | platform-mcp-tool-widget-coordinate | forcedotcom/sf-skills |
Rendering a Custom MCP Tool Output With a Widget Coordinate two object-based Custom Lightning Types (CLTs) and an HXL widget to render the output of a custom MCP server tool whose implementation is an Apex @InvocableMethod . This skill never authors content directly — it loads and invokes leaf skills in dependency order, gates progress on user approval, and runs validation gates before reporting completion. Ownership boundary — this skill owns only: the MCP-tool use case — resolving the tool's o...
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| 7607 | tutor | bevibing/tutor-skills |
Tutor Skill Quiz-based tutor that tracks what the user knows and doesn't know at the concept level . The goal is helping users discover their blind spots through questions. File Structure StudyVault/ ├── *dashboard* ← Compact overview: proficiency table + stats └── concepts/ ├── {area-name}.md ← Per-area concept tracking (attempts, status, error notes) └── ... Dashboard : Only aggregated numbers. Links to concept files. Stays small forever. Concept files : One per area. Tracks...
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| 7608 | add-expert | remotion-dev/remotion |
Steps Add the expert's photo to both: packages/docs/static/img/freelancers/<firstname>.png packages/promo-pages/public/img/freelancers/<firstname>.png The image should be a square headshot (PNG format). Both paths must have the same file. Add an entry to the experts array in packages/promo-pages/src/components/experts/experts-data.tsx : { slug : 'firstname-lastname' , name : 'First Last' , image : '/img/freelancers/<firstname>.png' , website : 'https://example.com' | null , x : 'twitter_handle' ...
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| 7609 | dcf-model | anthropics/financial-services |
DCF Model Builder Overview This skill creates institutional-quality DCF models for equity valuation following investment banking standards. Each analysis produces a detailed Excel model (with sensitivity analysis included at the bottom of the DCF sheet). Tools Default to using all of the information provided by the user and MCP servers available for data sourcing. Critical Constraints - Read These First These constraints apply throughout all DCF model building. Review before starting: Environmen...
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| 7610 | skill-creator | bytedance/deer-flow |
Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: Decide what you want the skill to do and roughly how it should do it Write a draft of the skill Create a few test prompts and run claude-with-access-to-the-skill on them Help the user evaluate the results both qualitatively and quantitatively While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you...
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| 7611 | qwenchance | thananon/9arm-skills |
Staying on Track Long, multi-step work fails three ways: looping , over-thinking , and running out of context . Run the checklist below before each step . When a trigger fires, do the matching action — don't deliberate about it. Before each step — run this Check Trigger fires when... Do this Looping? You're about to repeat an action (see signals below) Break the loop — pick one fix below Over-thinking? You've reasoned past ~1000 words without acting Stop. Act on your current best decision, or as...
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| 7612 | sentry-otel-exporter-setup | getsentry/sentry-for-ai |
All Skills > Feature Setup > OTel Exporter Sentry OTel Exporter Setup Terminology : Always capitalize "Sentry Exporter" when referring to the exporter component. Configure the OpenTelemetry Collector to send traces and logs to Sentry using the Sentry Exporter. Setup Overview Copy this checklist to track your progress: OTel Exporter Setup: - [ ] Step 1: Check for existing configuration - [ ] Step 2: Check collector version and install if needed - [ ] Step 3: Configure project creation settings - ...
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| 7613 | blog-cluster | agricidaniel/claude-blog |
Blog Cluster (Semantic Topic Cluster Engine) Plans and executes entire interlinked content ecosystems from a single seed keyword. Three layers: Semantic Clustering (the brain), Cluster Architecture (the structure), and Execution Engine (the machine). Adapted from the semantic-cluster-engine submission by Lutfiya Miller (winner, AI Marketing Hub Pro Challenge, March 2026, 95/100 Exemplary). Original repository: https://github.com/Drfiya/semantic-cluster-engine This port keeps the Plan + Execute a...
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| 7614 | vite | onmax/nuxt-skills |
Vite Based on Vite 8 beta (Rolldown-powered). Vite 8 uses Rolldown bundler and Oxc transformer. Vite is a next-generation frontend build tool with fast dev server (native ESM + HMR) and optimized production builds. Preferences Use TypeScript: prefer vite.config.ts Always use ESM, avoid CommonJS Core Topic Description Reference Configuration vite.config.ts , defineConfig , conditional configs, loadEnv core-config Features import.meta.glob , asset queries ( ?raw , ?url ), import.meta.env , HMR API...
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| 7615 | rating-prompt-strategy | appeeky/aso-skills |
Rating Prompt Strategy You optimize when, how, and to whom an app shows review prompts — maximizing high ratings while minimizing negative ones. Ratings are an App Store ranking signal and a conversion factor on the product page. Why Ratings Matter for ASO Search ranking — Apps with higher ratings rank better for competitive keywords Conversion — Rating stars are visible in search results; a 4.8 beats 4.2 at a glance iOS: Rating resets per version (you can request a reset in App Store Connect) A...
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| 7616 | skill-writer | getsentry/skills |
Skill Writer This Skill helps you create well-structured Agent Skills for Claude Code that follow best practices and validation requirements. When to use this Skill Use this Skill when: Creating a new Agent Skill Writing or updating SKILL.md files Designing skill structure and frontmatter Troubleshooting skill discovery issues Converting existing prompts or workflows into Skills Instructions Step 1: Determine Skill scope First, understand what the Skill should do: Ask clarifying questions:...
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| 7617 | web-design-guidelines | bytedance/deer-flow |
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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| 7618 | svg-animations | supermemoryai/skills |
This skill guides creation of handcrafted SVG animations — from simple animated icons to complex multi-stage path animations. SVGs are a markup language for images; every element is a DOM node you can style, animate, and script. SVG Fundamentals Coordinate System SVGs use a coordinate system defined by viewBox="minX minY width height" . The viewBox is your canvas — all coordinates are relative to it, making SVGs resolution-independent. < svg viewBox = " 0 0 200 200 " xmlns = " http://www.w3.org/...
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| 7619 | muapi-ad-creative | anil-matcha/open-dots |
Ad Creative Set Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn. Inputs Name Type Required Default Description product_or_service text yes — What is being advertised (e.g. "SaaS project management tool for remote teams"). target_audience text yes — Who the ad is for (e.g. "startup founders aged 25–40, tech-savvy"). campaign_goal text no awareness Campaign objective — "awareness", "consideration", or ...
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| 7620 | blog-multilingual | agricidaniel/claude-blog |
Blog Multilingual, One-Command International Publishing The flagship multilingual orchestrator. Combines blog writing, translation, cultural adaptation, and full international SEO into a single command. Produces publication-ready blog posts in every target language with hreflang tags, localized JSON-LD schema, and CMS-integration metadata. Adapted from claude-blog-multilingual by Chris Mueller (AI Marketing Hub Pro Hub Challenge submission, March 2026, scored 85/100 Proficient). Original: https:...
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| 7621 | pr | lobehub/lobehub |
Use this template for writing the PR body: Summary < diagram, diff-sketch, or tree > Evidence - Before: <screenshot/output/failing test run> After: <screenshot/output/passing test run> Merge Danger Door: one-way or two-way Blast Radius: < potential ramifications of merge > Sections Show more Installs 2.8K Repository mattpocock/skills GitHub Stars 264.4K First Seen 1 day ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 7622 | blog-taxonomy | agricidaniel/claude-blog |
Blog Taxonomy Manage tags, categories, and topic clusters across CMS platforms. Commands Command Purpose /blog taxonomy suggest <file> Extract candidate tags and categories from content /blog taxonomy sync <cms> Push taxonomy to CMS via authenticated API /blog taxonomy audit [directory] Check for thin tags, orphan tags, taxonomy bloat Tag Suggestion Workflow Step 1: Parse Content Structure Show more Installs 697 Repository agricidaniel/claude-blog GitHub Stars 1.3K First Seen Mar 19, 2026 Securi...
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| 7623 | blog-flow | agricidaniel/claude-blog |
FLOW Framework for Bloggers (Find, Optimize, Win) Framework and prompts (c) Daniel Agrici, CC BY 4.0. Source: github.com/AgriciDaniel/flow FLOW is an evidence-led operating model built for the AI-search era. Claude Blog integrates the FLOW prompt library so writers can drive their workflow with structured, source-backed AI prompts instead of improvised queries. This skill exposes the three blog-relevant stages (Find, Optimize, Win) and keeps the single Leverage prompt available through the promp...
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| 7624 | blog-localize | agricidaniel/claude-blog |
Blog Localize, Cultural Deep-Adaptation Takes a translated blog post and performs cultural adaptation so the result feels like it was written for the target market, not translated into it. This is the layer above blog-translate : it replaces examples, adjusts tone, swaps references, and localizes the entire reading experience. Adapted from claude-blog-multilingual by Chris Mueller (Pro Hub Challenge, March 2026). Original: https://github.com/Chriss54/multilingual-int Key References ../blog-trans...
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| 7625 | blog-locale-audit | agricidaniel/claude-blog |
Blog Locale Audit, Multilingual Quality Control Audits a directory of multilingual blog content to ensure every language version is complete, consistent, correctly tagged, and SEO-optimized. Catches international content issues before they hurt rankings. Adapted from claude-blog-multilingual by Chris Mueller (Pro Hub Challenge, March 2026). Original: https://github.com/Chriss54/multilingual-int Workflow Phase 1: Discovery Show more Installs 736 Repository agricidaniel/claude-blog GitHub Stars 1....
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2.3K |
| 7626 | mm2-analytics-dashboard-roblox | reason-machines/data-skills |
MM2 Analytics Dashboard - Roblox Skill by ara.so — Data Skills collection. Overview The MM2 Analytics Dashboard is a comprehensive toolkit for Murder Mystery 2 (Roblox) that provides inventory management, statistical analysis, and gameplay optimization. It tracks knife skins, gamepasses, win/loss ratios, and provides AI-powered strategy insights through data visualization and pattern recognition. Key capabilities: Automated inventory tracking and cataloging Real-time analytics dashboard with cha...
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| 7627 | mm2-analytics-roblox-toolkit | reason-machines/data-skills |
MM2 Analytics Roblox Toolkit Skill by ara.so — Data Skills collection. This skill enables AI agents to help developers use the Murder Mystery 2 Analytics Dashboard, a comprehensive toolkit for tracking inventory, analyzing gameplay statistics, and optimizing strategy in Roblox's Murder Mystery 2 game through data visualization and AI-powered insights. What This Project Does The MM2 Analytics Dashboard is a data analysis and visualization toolkit that provides: Inventory Management : Track knife ...
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| 7628 | murder-mystery-2-analytics-toolkit | reason-machines/data-skills |
Murder Mystery 2 Analytics Toolkit Skill by ara.so — Data Skills collection. This toolkit provides analytics, inventory management, and strategic gameplay insights for Roblox's Murder Mystery 2 game. It includes data visualization, collection tracking, performance metrics, and AI-powered strategy recommendations. Installation Automated Setup chmod +x setup.sh ./setup.sh --install Manual Installation Show more Installs 478 Repository aradotso/data-skills GitHub Stars 1 First Seen May 16, 2026 Sec...
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| 7629 | mm2-roblox-analytics-tracker | reason-machines/data-skills |
MM2 Roblox Analytics Tracker Skill by ara.so — Data Skills collection. This toolkit provides comprehensive analytics and inventory management for Roblox's Murder Mystery 2 game. It enables players to track knife skin collections, analyze gameplay patterns, optimize inventory, and visualize performance metrics through an interactive dashboard. What It Does The MM2 Analytics Tracker provides: Inventory Management : Automatic tracking of knife skins, gamepasses, and collectibles with rarity analysi...
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2.3K |
| 7630 | llm-public-opinion-analytics | reason-machines/data-skills |
LLM-Based Public Opinion Analytics Assistant Skill by ara.so — Data Skills collection. Overview This project is an intelligent public opinion analysis assistant that integrates real-time data from 15 mainstream platforms across 26 ranking lists with large language model (LLM) analysis capabilities. It provides conversational hot search queries, topic-specific searches, topic clustering, and sentiment analysis. The system supports: Real-time web scraping from platforms like Weibo, Bilibili, Douyi...
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| 7631 | blog-brand | agricidaniel/claude-blog |
Blog Brand: Durable Editorial Context Generates two project-root files that every blog sub-skill auto-loads when present: BRAND.md : who the audience is, what the brand stands for, what to never say VOICE.md : how the brand sounds, structurally and lexically These are the editorial equivalent of impeccable's PRODUCT.md / DESIGN.md pattern: persistent context that survives across sessions and propagates to every command. Why this exists Today, persona JSON (from blog-persona ) is loaded by some s...
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| 7632 | upstash-workflow | lobehub/lobehub |
Upstash Workflow Implementation Guide This guide covers the standard patterns for implementing Upstash Workflow + QStash async workflows in the LobeHub codebase. 🎯 The Three Core Patterns All workflows in LobeHub follow the same 3-layer architecture with three essential patterns: 🔍 Dry-Run Mode - Get statistics without triggering actual execution 🌟 Fan-Out Pattern - Split large batches into smaller chunks for parallel processing 🎯 Single Task Execution - Each workflow execution processes ONE ite...
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| 7633 | competitor-tracking | appeeky/aso-skills |
Competitor Tracking You set up and run ongoing competitor surveillance — catching metadata changes, keyword shifts, rating drops, and new feature launches before they impact your rankings. One-Time Analysis vs Ongoing Tracking competitor-analysis skill This skill ( competitor-tracking ) Frequency One-time deep dive Weekly/monthly recurring Output Strategy document Change log + alerts Focus Gap analysis, positioning What changed and why it matters Data Snapshot Delta (before vs after) Setup: Defi...
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| 7634 | subscription-lifecycle | appeeky/aso-skills |
Subscription Lifecycle You optimize every stage of the subscription journey: trial → paid → renewal → cancellation recovery → win-back. The Subscription Lifecycle Install → Trial start → [Trial period] → Conversion → Renewal → ... → Cancel → Win-back ↓ ↓ ↓ ↓ No convert Voluntary Involuntary Lapsed (nurture) (exit survey) (dunning) (campaign) Key Metrics at Each Stage Show more Installs 2.2K ...
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| 7635 | typography-scale | owl-listener/designer-skills |
Typography Scale You are an expert in typographic systems for digital interfaces. What You Do You create modular typography scales that ensure readable, harmonious, and consistent text across a product. Scale Components Size Scale Based on a ratio (e.g., 1.25 major third, 1.333 perfect fourth): Caption: 12px Body small: 14px Body: 16px (base) Subheading: 20px Heading 3: 24px Heading 2: 32px Heading 1: 40px Display: 48-64px Weight Scale Regular (400), Medium (500), Semibold (600), Bold (700). Lin...
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| 7636 | qwen-agent | thananon/9arm-skills |
qwen-agent Offload menial, self-contained tasks to a Qwen model running inside a headless Claude Code instance ( claude-9arm ). Keeps expensive Claude reasoning for work that needs it. The command claude-9arm is a shell alias → claude --model qwen3.6-35b-a3b routed through the 9arm gateway. Run it headless with -p : claude-9arm -p "<self-contained task prompt>" --allowedTools Bash Read Edit Write Glob Grep This is the default invocation. The flag list scopes which tools the subagent may use with...
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| 7637 | dt-obs-aws | dynatrace/dynatrace-for-ai |
AWS Cloud Infrastructure Monitor and analyze AWS resources using Dynatrace Smartscape and DQL. Query AWS services, optimize costs, manage security, and plan capacity across your AWS infrastructure. When to Use This Skill Use this skill when the user needs to work with AWS resources in Dynatrace. Load the reference file for the task type: Task File to load Inventory and topology queries (no additional file — use core patterns above) Query AWS metric timeseries (CPU, errors, latency) Load referenc...
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| 7638 | asc-metrics | appeeky/aso-skills |
ASC Metrics You analyze the user's official App Store Connect data synced into Appeeky — exact downloads, revenue, IAP, subscriptions, and trials. This is first-party data, not estimates. Prerequisites Appeeky account with ASC connected (Settings → Integrations → App Store Connect) Indie plan or higher (2 credits per request) Data syncs nightly; up to 90 days of history available If ASC is not connected, prompt the user to connect it at appeeky.com/settings and return. Initial Assessment Check f...
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| 7639 | weread-year-in-review-video-template | nexu-io/open-design |
WeRead Year in Review Video Template Create a vertical HyperFrames composition for annual reading reports: WeRead, Goodreads, Readwise, Notion reading logs, book clubs, or personal learning recaps. The template turns reading time, active days, bookshelf assets, notes, keywords, and a reading persona into a shareable 9:16 video. Resource Map weread-year-in-review-video-template/ ├── SKILL.md ├── assets/ │ └── template.html ├── references/ │ └── checklist.md └── example.html Show more Installs...
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| 7640 | locomotive-scroll | freshtechbro/claudedesignskills |
Locomotive Scroll Comprehensive guide for implementing smooth scrolling, parallax effects, and scroll-driven animations using Locomotive Scroll. Overview Locomotive Scroll is a JavaScript library that provides: Smooth scrolling : Hardware-accelerated smooth scroll with customizable easing Parallax effects : Element-level speed control for depth Viewport detection : Track when elements enter/exit viewport Scroll events : Monitor scroll progress for animation synchronization Sticky elements : Pin ...
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| 7641 | woo-guard | amelnagdy/guard-skills |
Woo Guard You are reviewing generated or changed WooCommerce code before it ships. Apply the rules below as a guard pass after the first implementation pass. WooCommerce is a moving platform — order storage changed engines, checkout changed frameworks — and code written from memory targets the WooCommerce of three years ago. With money on the line, "works on my demo store" is not a standard. These rules exist because AI agents produce WooCommerce code with systematic failures: order meta read th...
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| 7642 | literature-search-biorxiv | google-deepmind/science-skills |
bioRxiv and medRxiv Literature Search Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://api.biorxiv.org/ and https://www.biorxiv.org/content/about-biorxiv and to always check the license of the papers retrieved by the skill for any restrictions, then (2) create the file recordi...
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| 7643 | mapbox-web-performance-patterns | mapbox/mapbox-agent-skills |
Mapbox Performance Patterns Skill This skill provides performance optimization guidance for building fast, efficient Mapbox applications. Patterns are prioritized by impact on user experience, starting with the most critical improvements. Performance philosophy: These aren't micro-optimizations. They show up as waiting time, jank, and repeat costs that hit every user session. Priority Levels Performance issues are prioritized by their impact on user experience: 🔴 Critical (Fix First) : Directly ...
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| 7644 | pr-review-comments | giuseppe-trisciuoglio/developer-kit |
PR Review Comments Publish a JSON array of review findings as inline comments on a GitHub Pull Request, each anchored to its file and line. Uses the GitHub API through the authenticated gh CLI, so no token handling is needed. Prerequisites gh CLI installed and authenticated ( gh auth status ). The script auto-detects the repo with gh repo view ; pass --repo OWNER/REPO to override. The PR number to comment on. A JSON file: an array of objects. Required keys per object: file , line . Message comes...
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| 7645 | blog-discourse | agricidaniel/claude-blog |
Blog Discourse: Real Discourse Research, API-Free blog-discourse is the recency + engagement lens that blog-researcher (authority-first) lacks. It asks: in the last 30 days, what are practitioners and customers actually saying about this topic on the public web? Adapted from the methodology of last30days-skill (Matt Van Horn, MIT, https://github.com/mvanhorn/last30days-skill ). The upstream uses platform APIs; this sub-skill uses WebSearch with platform-targeted site operators. No API keys requi...
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| 7646 | echarts | sentimony/skills |
ECharts Use this skill to build, audit, or fix Apache ECharts charts without turning the task into an option-reference lookup. Match the project's existing setup first; only introduce wrappers or new dependencies when the project has none. Decision Tree User task -> Does the project already use ECharts? - Yes -> Find existing chart components/helpers, reuse their init, theme, and resize patterns. Match import style (full vs echarts/core). - No -> Pick integration by framework: - React -> echarts...
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| 7647 | vitest | sentimony/skills |
Vitest is a next-generation testing framework powered by Vite. It provides a Jest-compatible API with native ESM, TypeScript, and JSX support out of the box. Vitest shares the same config, transformers, resolvers, and plugins with your Vite app. Key Features: Vite-native: Uses Vite's transformation pipeline for fast HMR-like test updates Jest-compatible: Drop-in replacement for most Jest test suites Smart watch mode: Only reruns affected tests based on module graph Native ESM, TypeScript, JSX su...
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| 7648 | pixijs-2d | freshtechbro/claudedesignskills |
PixiJS 2D Rendering Skill Fast, lightweight 2D rendering engine for creating interactive graphics, particle effects, and canvas-based applications using WebGL/WebGPU. When to Use This Skill Trigger this skill when you encounter: "Create 2D particle effects" or "animated particles" "2D sprite animation" or "sprite sheet handling" "Interactive canvas graphics" or "2D game" "UI overlays on 3D scenes" or "HUD layer" "Draw shapes programmatically" or "vector graphics API" "Optimize rendering performa...
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| 7649 | nuqs | pproenca/dot-skills |
Community nuqs Best Practices for Next.js Comprehensive guide for type-safe URL query state management with nuqs in Next.js applications. Contains 42 rules across 8 categories, prioritized by impact to guide code generation, refactoring, and code review. When to Apply Reference these guidelines when: Implementing URL-based state with nuqs Setting up nuqs in a Next.js project Configuring parsers for URL parameters Integrating URL state with Server Components Optimizing URL update performance ...
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| 7650 | nextflow-development | anthropics/knowledge-work-plugins |
nf-core Pipeline Deployment Run nf-core bioinformatics pipelines on local or public sequencing data. Target users: Bench scientists and researchers without specialized bioinformatics training who need to run large-scale omics analyses—differential expression, variant calling, or chromatin accessibility analysis. Workflow Checklist - [ ] Step 0: Acquire data (if from GEO/SRA) - [ ] Step 1: Environment check (MUST pass) - [ ] Step 2: Select pipeline (confirm with user) - [ ] Step 3: Run test profi...
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