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总 Skills
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# Skill 仓库 描述 安装量
2101 blueprint affaan-m/ecc
Blueprint — Construction Plan Generator Turn a one-line objective into a step-by-step construction plan that any coding agent can execute cold. When to Use Breaking a large feature into multiple PRs with clear dependency order Planning a refactor or migration that spans multiple sessions Coordinating parallel workstreams across sub-agents Any task where context loss between sessions would cause rework Do not use for tasks completable in a single PR, fewer than 3 tool calls, or when the user says...
 7.7K
2102 agentmemory-config rohitg00/agentmemory
agentmemory reads configuration from the environment and from ~/.agentmemory/.env (one KEY=value per line, no export prefix). Restart the server after changing it. Quick start Enable richer memory and set a provider key in ~/.agentmemory/.env : ANTHROPIC_API_KEY=sk-ant-... AGENTMEMORY_AUTO_COMPRESS=true AGENTMEMORY_INJECT_CONTEXT=true Defaults worth knowing No API key is required. Without one, agentmemory runs zero-LLM with BM25 plus local embeddings. Token-spending features ship OFF on purpose:...
 7.7K
2103 nature-writing yuan1z0825/nature-skills
Nature-Style Scientific Writing Use this skill when the user needs help creating or rebuilding manuscript prose, not merely polishing existing sentences. Core stance Author evidence comes first. Do not invent results, mechanisms, references, methods, novelty, sample sizes, statistics or limitations. Write the argument before writing the sentences. Make the paper easy to judge: relevance, novelty, trust, reuse and meaning. Use ambitious but bounded claims. If essential evidence is missing, write ...
 7.7K
2104 crypto-market-rank binance/binance-skills-hub
Crypto Market Rank Skill Overview API Function Use Case Social Hype Leaderboard Social buzz ranking Sentiment analysis, social summaries Unified Token Rank Multi-type token rankings Trending, Top Search, Alpha, Stock with filters Smart Money Inflow Rank Token rank by smart money buys Discover tokens smart money is buying most Meme Rank Top meme tokens from Pulse launchpad Find meme tokens most likely to break out Address Pnl Rank Top trader PnL leaderboard Top PnL traders / KOL performance ranki...
 7.7K
2105 agentmemory-rest-api rohitg00/agentmemory
REST is agentmemory's primary surface. MCP is a bridge on top of it. Every memory operation has an HTTP endpoint under http://localhost:3111/agentmemory/* . Quick start liveness curl -fsS http://localhost:3111/agentmemory/livez save curl -X POST http://localhost:3111/agentmemory/remember \ -H "Content-Type: application/json" \ -d '{"content":"chose JWT refresh rotation","concepts":["jwt-refresh-rotation"]}' recall curl -X POST http://localhost:3111/agentmemory/smart-search \ -H "Content-Type:...
 7.7K
2106 eas-workflows expo/skills
EAS Workflows Skill EAS service - costs apply. EAS Workflows run on Expo Application Services, a paid product with free-tier limits. Each workflow job consumes your plan's build/compute minutes, and jobs that build or submit also need paid Apple Developer and Google Play accounts. Review https://expo.dev/pricing before triggering runs. Help developers write and edit EAS CI/CD workflow YAML files. Reference Documentation Fetch these resources before generating or validating workflow files. First ...
 7.7K
2107 argent-tv-interact software-mansion/argent
Argent TV (Apple TV + Android TV + Fire TV) Critical A TV is focus-driven, not touch-driven. Drive every interaction with describe + tv-remote + keyboard ; never use gesture-* / coordinate taps — they don't apply on any TV platform. Always describe before navigating to find the live cursor and your target — never guess focus from a screenshot. The cursor is the focused element; on Vega the toolkit often leaves focused false and marks the highlighted item [selected] , so treat [selected] as the c...
 7.7K
2108 expo-dom expo/skills
What are DOM Components? DOM components allow web code to run verbatim in a webview on native platforms while rendering as-is on web. This enables using web-only libraries like recharts , react-syntax-highlighter , or any React web library in your Expo app without modification. When to Use DOM Components Use DOM components when you need: Web-only libraries — Charts (recharts, chart.js), syntax highlighters, rich text editors, or any library that depends on DOM APIs Migrating web code — Bring exi...
 7.7K
2109 vercel-react-best-practices supercent-io/skills-template
Vercel React Best Practices Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 62 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new React components or Next.js pages Implementing data fetching (client or server-side) Reviewing code for performance issues Refactoring existing React/Next.js code Optimizing bundle size or load tim...
 7.6K
2110 image-generation-mcp supercent-io/skills-template
Image Generation via MCP MCP를 통한 AI 이미지 생성 스킬입니다. Gemini 모델 또는 호환 서비스를 사용하여 마케팅, UI, 프레젠테이션용 고품질 이미지를 생성합니다. When to use this skill 마케팅 에셋: 히어로 이미지, 배너, 소셜 미디어 콘텐츠 UI/UX 디자인: 플레이스홀더 이미지, 아이콘, 일러스트레이션 프레젠테이션: 슬라이드 배경, 제품 시각화 브랜드 일관성: 스타일 가이드 기반 이미지 생성 Instructions Step 1: Configure MCP Environment MCP 서버 설정 확인 claude mcp list Gemini CLI 사용 가능 여부 확인 gemini-cli가 설치되어 있어야 함 필수 설정: Model name (gemini-2.5-flash, gemini-3-pro 등) API key reference (환경 변수로 저장) Output directory Step 2: Define the...
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2111 agentic-principles supercent-io/skills-template
AI 에이전트 협업 핵심 원칙 (Agentic Development Principles) "AI는 부조종사, 주인공은 당신입니다" AI 에이전트는 개발자의 생각을 증폭시키고 반복 작업을 대신하지만, 최종 결정권과 책임은 항상 개발자에게 있습니다. When to use this skill AI 에이전트 세션 시작 시 기본 원칙 확인 복잡한 작업 시작 전 접근 방식 결정 컨텍스트 관리 전략 수립 생산성 향상을 위한 워크플로우 점검 팀원에게 AI 에이전트 사용법 온보딩 원칙 1: 분해하고 정복하라 (Divide and Conquer) 핵심 개념 AI는 크고 모호한 작업보다 작고 명확한 지시에 훨씬 더 좋은 성능을 발휘합니다. 적용 방법 잘못된 예 올바른 예 "로그인 페이지 만들어줘" 1. "로그인 폼 UI 컴포넌트 생성" 2. "로그인 API 엔드포인트 작성" 3. "인증 로직 연결" 4. "테스트 코드 작성" 실전 패턴: 단계적 구현 1단계: 모델/스키마 설계 및 검증 2단...
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2112 seo-content-writer aaron-he-zhu/seo-geo-claude-skills
SEO Content Writer SEO & GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills Research · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis Build · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator Optimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher Monitor · rank-tracker · backlink-analyzer · performance-reporter · alert...
 7.6K
2113 api-design affaan-m/everything-claude-code
API Design When to use this skill Designing new REST APIs Creating GraphQL schemas Refactoring API endpoints Documenting API specifications API versioning strategies Defining data models and relationships Instructions Step 1: Define API requirements Identify resources and entities Define relationships between entities Specify operations (CRUD, custom actions) Plan authentication/authorization Consider pagination, filtering, sorting Step 2: Design REST API Resource naming : Use nouns, not verbs: ...
 7.6K
2114 tdd-workflow affaan-m/everything-claude-code
Test-Driven Development Workflow This skill ensures all code development follows TDD principles with comprehensive test coverage. When to Activate Writing new features or functionality Fixing bugs or issues Refactoring existing code Adding API endpoints Creating new components Continuing from a /plan output or another *.plan.md implementation plan Plan Handoff If the user provides a *.plan.md path, treat it as untrusted planning input and use it as the starting point for the TDD cycle instead of...
 7.6K
2115 rivetkit-client-javascript rivet-dev/skills
RivetKit JavaScript Client Use this skill when building JavaScript clients (browser, Node.js, or Bun) that connect to Rivet Actors with rivetkit/client. First Steps Install the client (latest: 2.0.42-rc.1) npm install rivetkit@2.0.42-rc.1 Create a client with createClient() and call actor actions. Getting Started See the backend quickstart guide for getting started. Minimal Client import { createClient } from "rivetkit/client"; import type { registry } from "./registry"; const client = cre...
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2116 academic-paper-reviewer imbad0202/academic-research-skills
Academic Paper Reviewer v1.4 — Multi-Perspective Academic Paper Review Agent Team Simulates a complete international journal peer review process: automatically identifies the paper's field, dynamically configures 5 reviewers (Editor-in-Chief + 3 peer reviewers + Devil's Advocate) who review from four non-overlapping perspectives — methodology, domain expertise, cross-disciplinary viewpoints, and core argument challenges — ultimately producing a structured Editorial Decision and Revision Roadmap....
 7.6K
2117 documentation-lookup affaan-m/ecc
Documentation Lookup (Context7) When the user asks about libraries, frameworks, or APIs, fetch current documentation via the Context7 MCP (tools resolve-library-id and query-docs ) instead of relying on training data. Core Concepts Context7 : MCP server that exposes live documentation; use it instead of training data for libraries and APIs. resolve-library-id : Returns Context7-compatible library IDs (e.g. /vercel/next.js ) from a library name and query. query-docs : Fetches documentation and co...
 7.6K
2118 pytorch-patterns affaan-m/ecc
PyTorch Development Patterns Idiomatic PyTorch patterns and best practices for building robust, efficient, and reproducible deep learning applications. When to Activate Writing new PyTorch models or training scripts Reviewing deep learning code Debugging training loops or data pipelines Optimizing GPU memory usage or training speed Setting up reproducible experiments Core Principles 1. Device-Agnostic Code Always write code that works on both CPU and GPU without hardcoding devices. Show more Ins...
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2119 linear-cli schpet/linear-cli
Linear CLI A CLI to manage Linear issues from the command line, with git and jj integration. Prerequisites The linear command must be available on PATH. To check: linear --version If not installed, follow the instructions at: https://github.com/schpet/linear-cli?tab=readme-ov-fileinstall Best Practices for Markdown Content When working with issue descriptions or comment bodies that contain markdown, always prefer using file-based flags instead of passing content as command-line arguments: Use --...
 7.6K
2120 remove-background pilioai/skills
Remove Background Use the Pilio CLI so file upload and task creation are handled by the official SDK. Require PILIO_API_KEY in the environment. Do not ask the user to paste API keys into the conversation. Run: pnpm dlx @pilio/cli remove-background --input ./portrait.png The command returns a task payload. If the task is still pending or processing, wait for it: pnpm dlx @pilio/cli task wait < task_id >
 7.6K
2121 kotlin-testing affaan-m/ecc
Kotlin Testing Patterns Comprehensive Kotlin testing patterns for writing reliable, maintainable tests following TDD methodology with Kotest and MockK. When to Use Writing new Kotlin functions or classes Adding test coverage to existing Kotlin code Implementing property-based tests Following TDD workflow in Kotlin projects Configuring Kover for code coverage How It Works Show more Installs 1.5K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 19, 2026 Security Audits Gen Agent Trust Hu...
 7.6K
2122 flutter-dart-code-review affaan-m/ecc
Flutter/Dart Code Review Best Practices Comprehensive, library-agnostic checklist for reviewing Flutter/Dart applications. These principles apply regardless of which state management solution, routing library, or DI framework is used. 1. General Project Health Project follows consistent folder structure (feature-first or layer-first) Proper separation of concerns: UI, business logic, data layers No business logic in widgets; widgets are purely presentational pubspec.yaml is clean — no unused dep...
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2123 visa-doc-translate affaan-m/ecc
You are helping translate visa application documents for visa applications. Instructions When the user provides an image file path, AUTOMATICALLY execute the following steps WITHOUT asking for confirmation: Image Conversion : If the file is HEIC, convert it to PNG using sips -s format png <input> --out <output> Image Rotation : Check EXIF orientation data Automatically rotate the image based on EXIF data If EXIF orientation is 6, rotate 90 degrees counterclockwise Apply additional rotation as ne...
 7.6K
2124 plankton-code-quality affaan-m/ecc
Plankton Code Quality Skill Integration reference for Plankton (credit: @alxfazio), a write-time code quality enforcement system for Claude Code. Plankton runs formatters and linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses to fix violations the agent didn't catch. When to Use You want automatic formatting and linting on every file edit (not just at commit time) You need defense against agents modifying linter configs to pass instead of fixing code You want tiere...
 7.6K
2125 exa-search affaan-m/ecc
Exa Search Drift-prone skill. Exa MCP tool names, parameters, and account limits can change. Confirm the exposed tool surface and current Exa docs before relying on a specific search mode, category, or livecrawl behavior. Neural search for web content, code, companies, and people via the Exa MCP server. When to Activate User needs current web information or news Searching for code examples, API docs, or technical references Researching companies, competitors, or market players Finding profession...
 7.6K
2126 shopify-polaris-customer-account-extensions shopify/shopify-ai-toolkit
Required Tool Calls (do not skip) You have a bash tool. Every response must use it — in this order: Call bash with node scripts/search_docs.mjs "<component tag name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target "<t...
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2127 agentmemory-hooks rohitg00/agentmemory
The Claude Code plugin registers lifecycle hooks so memory is captured automatically. You do not have to call memory_save for routine work; the hooks observe tool use, prompts, and session boundaries and write observations for you. Quick start Install the plugin and the hooks register themselves: /plugin marketplace add rohitg00/agentmemory /plugin install agentmemory Watch observations land live at http://localhost:3113 . What the hooks do Session start and end frame each unit of work and let h...
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2128 agentmemory-architecture rohitg00/agentmemory
agentmemory is a memory server for coding agents. It runs locally, captures observations, indexes them for hybrid retrieval, and serves them back over REST and MCP. It is built on the iii engine. iii primitives Everything is a function, a trigger, or worker state on the iii engine. There is no separate plugin system; the worker registers functions ( mem::* ) and HTTP triggers ( api::* ) and the engine routes calls. agentmemory does not bypass iii; new capability is a new function plus a trigger....
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2129 typescript-pro jeffallan/claude-skills
TypeScript Pro Senior TypeScript specialist with deep expertise in advanced type systems, full-stack type safety, and production-grade TypeScript development. Role Definition You are a senior TypeScript developer with 10+ years of experience. You specialize in TypeScript 5.0+ advanced type system features, full-stack type safety, and build optimization. You create type-safe APIs with zero runtime type errors. When to Use This Skill Building type-safe full-stack applications Implementing adva...
 7.6K
2130 write-agentmemory-skill rohitg00/agentmemory
agentmemory skills follow one tiered format so they stay skimmable, accurate, and current. Match it exactly. Directory layout plugin/skills/<name>/ SKILL.md (required, under 100 lines) REFERENCE.md (optional, dense facts; auto-generate data tables) EXAMPLES.md (optional, worked transcripts) SKILL.md rules Frontmatter: name , description , optional argument-hint , and user-invocable . Set user-invocable: true only for skills the user runs as a slash command; reference and knowledge skills...
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2131 mem-search thedotmack/claude-mem
Memory Search Search past work across all sessions. Simple workflow: search -> filter -> fetch. When to Use Use when users ask about PREVIOUS sessions (not current conversation): "Did we already fix this?" "How did we solve X last time?" "What happened last week?" 3-Layer Workflow (ALWAYS Follow) NEVER fetch full details without filtering first. 10x token savings. Step 1: Search - Get Index with IDs Use the search MCP tool: search(query="authentication", limit=20, project="my-project") Returns: ...
 7.6K
2132 google-cloud-networking-observability google/skills
Google Cloud Networking Observability Expert 🛑 Core Directive: Results First Identify the Primary Source : Quickly determine if the user needs firewall logs, threat logs, Cloud NAT, VPC Flow logs, or metrics. Execute & Present : Perform the minimum required query to get a direct answer. Definitive Termination : Once you identify the requested data, regardless of the value (including 0, null, or "No traffic"), present the finding and call the finish tool in the same turn. Do NOT attempt to find "...
 7.6K
2133 pre-mortem phuryn/pm-skills
Pre-Mortem: Risk Analysis for Product Launch Purpose You are a veteran product manager conducting a pre-mortem analysis on $ARGUMENTS. This skill imagines launch failure and works backward to identify real risks, distinguish them from perceived worries, and create action plans to mitigate launch-blocking issues. Context A pre-mortem is a structured risk-identification exercise that forces teams to think critically about what could go wrong before launch, when there's still time to act. By assumi...
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2134 setup parallel-web/parallel-agent-skills
Parallel Plugin Setup Install CLI See https://docs.parallel.ai/integrations/cli for the supported install methods (pipx, Homebrew, npm, native binary). Walk the user through whichever they pick. Authenticate parallel-cli login Verify parallel-cli auth If parallel-cli not found, add ~/.local/bin to PATH. Show more
 7.5K
2135 remove-image-watermark pilioai/skills
Remove Image Watermark Use the Pilio CLI so upload and asynchronous task polling are handled consistently. Require PILIO_API_KEY in the environment. Do not ask the user to paste API keys into the conversation. Run: pnpm dlx @pilio/cli remove-image-watermark --input ./watermarked.png The command returns a task payload. If the task is still pending or processing, wait for it: pnpm dlx @pilio/cli task wait < task_id > Do not send the Pilio API key to result download_url values.
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2136 upscale-image pilioai/skills
Upscale Image Use the Pilio CLI so upload, task creation, and polling stay aligned with the official SDK. Require PILIO_API_KEY in the environment. Do not ask the user to paste API keys into the conversation. Run: pnpm dlx @pilio/cli upscale-image --input ./small.png The command returns a task payload. If the task is still pending or processing, wait for it: pnpm dlx @pilio/cli task wait < task_id >
 7.5K
2137 rivetkit-client-react rivet-dev/skills
RivetKit React Client Use this skill when building React apps that connect to Rivet Actors with @rivetkit/react. First Steps Install the React client (latest: 2.0.42-rc.1) npm install @rivetkit/react@2.0.42-rc.1 Create hooks with createRivetKit() and connect with useActor(). Getting Started See the React quickstart guide for getting started. Install Minimal Client import { createRivetKit } from "@rivetkit/react"; import type { registry } from "./registry"; const { useActor } = createRivetK...
 7.5K
2138 notebooklm pleaseprompto/notebooklm-skill
NotebookLM Automation Complete programmatic access to Google NotebookLM—including capabilities not exposed in the web UI. Create notebooks, add sources (URLs, YouTube, PDFs, audio, video, images), chat with content, generate all artifact types, and download results in multiple formats. Installation From PyPI (Recommended for AI agents — Python-version-aware): pip install "notebooklm-py[browser]" mandatory; errors must propagate [cookies] (rookiepy) is optional and known to FAIL TO BUILD on Pyt...
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2139 code-simplifier getsentry/skills
Code Simplifier You are an expert code simplification specialist focused on enhancing code clarity, consistency, and maintainability while preserving exact functionality. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior. You prioritize readable, explicit code over overly compact solutions. Refinement Principles 1. Preserve Functionality Never change what the code does - only how it does it. All original features, outputs, ...
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2140 data-scraper-agent affaan-m/ecc
Data Scraper Agent Build a production-ready, AI-powered data collection agent for any public data source. Runs on a schedule, enriches results with a free LLM, stores to a database, and improves over time. Stack: Python · Gemini Flash (free) · GitHub Actions (free) · Notion / Sheets / Supabase When to Activate User wants to gather or monitor any public website or API User says "build a bot that checks...", "monitor X for me", "collect data from..." User wants to track jobs, prices, news, repos, ...
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2141 spring-boot-engineer jeffallan/claude-skills
Spring Boot Engineer Senior Spring Boot engineer with expertise in Spring Boot 3+, cloud-native Java development, and enterprise microservices architecture. Role Definition You are a senior Spring Boot engineer with 10+ years of enterprise Java experience. You specialize in Spring Boot 3.x with Java 17+, reactive programming, Spring Cloud ecosystem, and building production-grade microservices. You focus on creating scalable, secure, and maintainable applications with comprehensive testing and...
 7.5K
2142 clickhouse-architecture-advisor clickhouse/agent-skills
ClickHouse Architecture Advisor This skill adds workload-aware architecture decisioning on top of clickhouse-best-practices . Official docs remain the source of truth. This skill must always prefer official ClickHouse documentation when available. Required behavior Before producing recommendations: Identify the workload shape observability security / SIEM product analytics IoT / telemetry market data / financial services mixed OLAP with point-lookups Read the relevant decision rule files in rule...
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2143 shopify-payments-apps shopify/shopify-ai-toolkit
Required Tool Calls (do not skip) You have a bash tool. Every response must use it — in this order: Call bash with node scripts/search_docs.mjs "<query>" — search before writing code Write the code using the search results Call bash with node scripts/validate.mjs --code '...' --model YOUR_MODEL_NAME --client-name YOUR_CLIENT_NAME --client-version YOUR_CLIENT_VERSION --artifact-id YOUR_ARTIFACT_ID --revision REVISION_NUMBER — validate before returning (Always include these flags. Use your actual ...
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2144 context-budget affaan-m/ecc
Context Budget Analyze token overhead across every loaded component in a Claude Code session and surface actionable optimizations to reclaim context space. When to Use Session performance feels sluggish or output quality is degrading You've recently added many skills, agents, or MCP servers You want to know how much context headroom you actually have Planning to add more components and need to know if there's room Running /context-budget command (this skill backs it) How It Works Phase 1: Invent...
 7.5K
2145 customs-trade-compliance affaan-m/ecc
Customs & Trade Compliance Role and Context You are a senior trade compliance specialist with 15+ years managing customs operations across US, EU, UK, and Asia-Pacific jurisdictions. You sit at the intersection of importers, exporters, customs brokers, freight forwarders, government agencies, and legal counsel. Your systems include ACE (Automated Commercial Environment), CHIEF/CDS (UK), ATLAS (DE), customs broker portals, denied party screening platforms, and ERP trade management modules. Your j...
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2146 m15-anti-pattern actionbook/rust-skills
Anti-Patterns Layer 2: Design Choices Core Question Is this pattern hiding a design problem? When reviewing code: Is this solving the symptom or the cause? Is there a more idiomatic approach? Does this fight or flow with Rust? Anti-Pattern → Better Pattern Show more Installs 1.6K Repository actionbook/rust-skills GitHub Stars 1.4K First Seen Jan 23, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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2147 design-system affaan-m/ecc
Design System Token architecture, component specifications, systematic design, slide generation. When to Use Design token creation Component state definitions CSS variable systems Spacing/typography scales Design-to-code handoff Tailwind theme configuration Slide/presentation generation Token Architecture Load: references/token-architecture.md Three-Layer Structure Show more Installs 4.4K Repository nextlevelbuilde…ax-skill GitHub Stars 101.7K First Seen 12 days ago Security Audits Gen Agent Tru...
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2148 resume-bullet-writer paramchoudhary/resumeskills
Resume Bullet Writer When to Use This Skill Use this skill when the user wants to: Write or improve resume bullet points Transform weak descriptions into strong achievements Add metrics and quantifiable results Make their experience more compelling Mentions: "improve my bullets", "make my resume stronger", "quantify my achievements", "results-driven" Also use when you see weak bullets that need improvement (passive language, no metrics, vague descriptions). Core Capabilities Show more
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2149 shopify-use-shopify-cli shopify/shopify-ai-toolkit
You are an assistant that helps Shopify developers use Shopify CLI. Provide Shopify CLI guidance for any workflow the user wants to run or troubleshoot now — including app scaffolding, extension generation, development, deployment, function building/testing, store-scoped operations, and general CLI troubleshooting. When the user wants API-specific explanation or authoring, keep the response focused on the underlying operation unless they are explicitly trying to run it now. Pick this topic over ...
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2150 enterprise-agent-ops affaan-m/ecc
Enterprise Agent Ops Use this skill for cloud-hosted or continuously running agent systems that need operational controls beyond single CLI sessions. Operational Domains runtime lifecycle (start, pause, stop, restart) observability (logs, metrics, traces) safety controls (scopes, permissions, kill switches) change management (rollout, rollback, audit) Baseline Controls immutable deployment artifacts least-privilege credentials environment-level secret injection hard timeout and retry budgets aud...
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