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# Skill 仓库 描述 安装量
17951 network 101 zebbern/claude-code-guide
Network 101 Purpose Configure and test common network services (HTTP, HTTPS, SNMP, SMB) for penetration testing lab environments. Enable hands-on practice with service enumeration, log analysis, and security testing against properly configured target systems. Inputs/Prerequisites Windows Server or Linux system for hosting services Kali Linux or similar for testing Administrative access to target system Basic networking knowledge (IP addressing, ports) Firewall access for port configuration Outpu...
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17952 windows-3-1-web-designer erichowens/some_claude_skills
Windows 3.1 Web Designer Expert in authentic Windows 3.1 aesthetic for modern web applications. Creates pixel-perfect retro UI components using beveled borders, system gray palettes, and classic program manager styling. When to Use Use for: Retro-themed web applications with Windows 3.1 authenticity Converting vaporwave or modern UI to classic Win31 styling Nostalgic landing pages, documentation sites, portfolios Game interfaces with 90s desktop aesthetic Pixel-art adjacent web experiences ...
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17953 universal-timing dylantarre/animation-principles
Universal Timing Principles Some animation truths transcend duration. These principles work at 50ms and 5000ms. Master these to make good timing decisions at any scale. Disney Principles - Universal Application Always True Squash & Stretch: Scale proportionally - 5% at 100ms, 30% at 2000ms. Never eliminate, always proportional. Anticipation: Ratio stays constant - anticipation is 20-30% of main action duration, regardless of total time. Staging: One clear focus - whether instant or cinemati...
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17954 code-review duc01226/easyplatform
Code Review When to use this skill Reviewing pull requests Checking code quality Providing feedback on implementations Identifying potential bugs Suggesting improvements Security audits Performance analysis Instructions Step 1: Understand the context Read the PR description : What is the goal of this change? Which issues does it address? Are there any special considerations? Check the scope : How many files changed? What type of changes? (feature, bugfix, refactor) Are tests included? Step 2: Hi...
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17955 create-command antinomyhq/forge
Create Commands Create and manage commands for the code-forge application. Commands are modular workflows that can be invoked to perform specific tasks. File Location CRITICAL : All command files must be created in the <cwd>/.forge/commands directory, where <cwd> is the current working directory of your code-forge project. Directory : <cwd>/.forge/commands File format : {command-name}.md Example : If your project is at /home/user/my-project , commands go in /home/user/my-project/.forge/commands/...
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17956 analyzing-on-chain-data jeremylongshore/claude-code-plugins-plus-skills
Analyzing On-Chain Data Overview Analyze DeFi protocol metrics, chain-level TVL, fee revenue, DEX volumes, yield opportunities, and stablecoin market caps using DeFiLlama as the primary data source. Designed for DeFi researchers, protocol analysts, and yield farmers who need programmatic access to on-chain analytics without writing custom subgraph queries. Prerequisites Python 3.8+ with requests library installed DeFiLlama API access (free, no key required for most endpoints) Optional: CoinGecko...
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17957 form-ux-patterns bbeierle12/skill-mcp-claude
Form UX Patterns Patterns for complex forms based on cognitive load research and aviation UX principles. Quick Start // Multi-step form with chunking import { useMultiStepForm } from './multi-step-form'; function CheckoutWizard() { const { currentStep, steps, goNext, goBack, isLastStep } = useMultiStepForm({ steps: [ { id: 'contact', title: 'Contact', fields: ['email', 'phone'] }, { id: 'shipping', title: 'Shipping', fields: ['name', 'street', 'city', 'state', 'zip'] }, ...
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17958 code-necromancer erichowens/some_claude_skills
Code Necromancer Tagline: Raise dead codebases from the grave Systematic framework for understanding, resurrecting, and modernizing legacy codebases. When to Activate ✅ Use when: Inheriting a codebase with 5+ repos and no documentation Resurrecting a product dormant for 2+ years Joining a company with significant technical debt and tribal knowledge loss Performing due diligence on acquired codebases Modernizing legacy systems without breaking existing functionality ❌ NOT for: Greenfield p...
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17959 pentest commands zebbern/claude-code-guide
Pentest Commands Purpose Provide a comprehensive command reference for penetration testing tools including network scanning, exploitation, password cracking, and web application testing. Enable quick command lookup during security assessments. Inputs/Prerequisites Kali Linux or penetration testing distribution Target IP addresses with authorization Wordlists for brute forcing Network access to target systems Basic understanding of tool syntax Outputs/Deliverables Network enumeration results Iden...
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17960 canvas simota/agent-skills
JSON Canvas Visualizer Quick Start: Define nodes with id , type , x , y , width , height → Plan layout on 100px grid → Connect edges with fromNode / toNode → Apply colors (1-6) → Wrap in ```canvas fence. Origin (0,0) at top-left, X right, Y down. Obsidian Canvas compatible. Critical Syntax Rules 1. Structure Format { "nodes": [ {"id": "n1", "type": "text", "text": "Node 1", "x": 0, "y": 0, "width": 120, "height": 50} ], "edges": [] } 2. Node Types Type Required Fields Purpose text text Display c...
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17961 document-public-apis pytorch/pytorch
Document Public APIs This skill documents undocumented public APIs in PyTorch by removing entries from the coverage ignore lists in docs/source/conf.py and adding Sphinx autodoc directives (e.g., autosummary , currentmodule , autoclass , automodule ) to the corresponding .md or .rst doc source files in docs/source/ . "Documenting" means adding autodoc directives to doc source files — NEVER modifying Python source code. Do not add or edit docstrings in .py files. Do not read or inspect Python sou...
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17962 zscore zerufinance/zscore
zScore ERC-8004 Identity Registry Register and manage AI agents on the zScore Identity Registry. Defaults to Base Mainnet (0.0025 ETH fee). Use --chain 84532 for Base Sepolia testnet. Install this skill Install the latest version of this skill from the official repo: npx skills add zerufinance/zscore -y This installs the same skill that is published in the skills ecosystem (e.g. skills.sh). Use this command to get updates when the skill is updated. One-Time Setup After installing the skill, run ...
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17963 paper-writing-section lingzhi227/agent-research-skills
Paper Section Writer Write a publication-quality section for an academic paper. Input $0 — Section name: abstract , introduction , background , related-work , methods , experimental-setup , results , discussion , conclusion $1 — (Optional) Path to context file (research plan, results, prior sections) Workflow Step 1: Gather Context Read the paper's existing .tex files, experiment logs, result files, and any provided context. Understand: title, contributions, methodology, key results, figures, ta...
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17964 figma-automation davepoon/buildwithclaude
Figma Automation via Rube MCP Automate Figma operations through Composio's Figma toolkit via Rube MCP. Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Figma connection via RUBE_MANAGE_CONNECTIONS with toolkit figma Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works. Verify Rube MCP is available by confirmin...
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17965 paddle-webhooks hookdeck/webhook-skills
Paddle Webhooks When to Use This Skill Setting up Paddle webhook handlers Debugging signature verification failures Understanding Paddle event types and payloads Handling subscription, transaction, or customer events Essential Code (USE THIS) Express Webhook Handler const express = require ( 'express' ) ; const crypto = require ( 'crypto' ) ; const app = express ( ) ; // CRITICAL: Use express.raw() for webhook endpoint - Paddle needs raw body app . post ( '/webhooks/paddle' , express . raw ( { t...
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17966 sample-text-processor borghei/claude-skills
Sample Text Processor Name : sample-text-processor Tier : BASIC Category : Text Processing Dependencies : None (Python Standard Library Only) Author : Claude Skills Engineering Team Version : 1.0.0 Last Updated : 2026-02-16 Description The Sample Text Processor is a simple skill designed to demonstrate the basic structure and functionality expected in the claude-skills ecosystem. This skill provides fundamental text processing capabilities including word counting, character analysis, and basic t...
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17967 firefox-debug zenobi-us/dotfiles
Firefox DevTools Integration Skill Purpose This skill enables seamless integration of Firefox Remote Debugging Protocol (RDP) for development workflows through mcporter. It configures Firefox to accept remote debugging connections and provides tooling for Agent-driven browser interaction and debugging. Prerequisites [CRITICAL] mise x node@20 -- mcporter call 'firefox-devtools.getVersion' Should return Firefox version info (JSON). If it fails, Firefox isn't listening on port 6000. Core Conce...
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17968 polyglot simota/agent-skills
You are "Polyglot" 🌐 - the internationalization (i18n) and localization (l10n) expert. Your mission is to find ONE hardcoded string and extract it into a translation key, or fix ONE cultural formatting issue (dates, currencies). Boundaries ✅ Always do: - Use the project's standard i18n library (i18next, react-intl, vue-i18n, etc.) - Use "Interpolation" for variables (e.g., `Hello {{name}}`), never string concatenation - Keep translation keys organized and nested (e.g., `home.hero.title`) ...
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17969 ai-model-nodejs tencentcloudbase/cloudbase-mcp
When to use this skill Use this skill for calling AI models in Node.js backend or CloudBase cloud functions using @cloudbase/node-sdk . Use it when you need to: Integrate AI text generation in backend services Generate images with Hunyuan Image model Call AI models from CloudBase cloud functions Server-side AI processing Do NOT use for: Browser/Web apps → use ai-model-web skill WeChat Mini Program → use ai-model-wechat skill HTTP API integration → use http-api skill Available Providers and Model...
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17970 css-module-generator jeremylongshore/claude-code-plugins-plus-skills
This skill provides automated assistance for css module generator tasks within the Frontend Development domain. When to Use This skill activates automatically when you: - Mention "css module generator" in your request - Ask about css module generator patterns or best practices - Need help with frontend skills covering react, vue, css, accessibility, performance optimization, and modern web development patterns. Capabilities - Provides step-by-step guidance for css module generator - Fo...
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17971 sentry-pr-code-review getsentry/agent-skills
Sentry Code Review Review and fix issues identified by Sentry bot in GitHub PR comments. Invoke This Skill When User asks to "review Sentry comments" or "fix Sentry issues" on a PR User shares a PR URL/number and mentions Sentry feedback User asks to "address Sentry review" or "resolve Sentry findings" User wants to find PRs with unresolved Sentry comments Workflow Phase 1: Fetch Sentry Comments gh api repos/{owner}/{repo}/pulls/{PR_NUMBER}/comments \ --jq '.[] | select(.user.login | startsw...
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17972 wp-rest-api automattic/agent-skills
WP REST API When to use Use this skill when you need to: create or update REST routes/endpoints debug 401/403/404 errors or permission/nonce issues add custom fields/meta to REST responses expose custom post types or taxonomies via REST implement schema + argument validation adjust response links/embedding/pagination Inputs required Repo root + target plugin/theme/mu-plugin (path to entrypoint). Desired namespace + version (e.g. my-plugin/v1 ) and routes. Authentication mode (cookie + nonce vs a...
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17973 azure-ai-transcription-py sickn33/antigravity-awesome-skills
Azure AI Transcription SDK for Python Client library for Azure AI Transcription (speech-to-text) with real-time and batch transcription. Installation pip install azure-ai-transcription Environment Variables TRANSCRIPTION_ENDPOINT = https:// < resource > .cognitiveservices.azure.com TRANSCRIPTION_KEY = < your-key > Authentication Use subscription key authentication (DefaultAzureCredential is not supported for this client): import os from azure . ai . transcription import TranscriptionClient clien...
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17974 azure-ai-contentunderstanding-py sickn33/antigravity-awesome-skills
Azure AI Content Understanding SDK for Python Multimodal AI service that extracts semantic content from documents, video, audio, and image files for RAG and automated workflows. Installation pip install azure-ai-contentunderstanding Environment Variables CONTENTUNDERSTANDING_ENDPOINT = https:// < resource > .cognitiveservices.azure.com/ Authentication import os from azure . ai . contentunderstanding import ContentUnderstandingClient from azure . identity import DefaultAzureCredential endpoint = ...
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17975 create-symlink steelan9199/wechat-publisher
创建软链接 (Create Symlink) 指令 当用户需要创建软链接时，首先检测操作系统类型，然后使用对应的命令： 1. 检测操作系统 AI 通过以下方式判断当前系统： 查看环境变量中的系统信息 ：如 process.platform （在 Node.js 环境中） 分析用户提供的路径格式 ： Windows 路径： C:\Users\... 或 D:\... macOS 路径： /Users/username/... 或 ~/... Linux 路径： /home/username/... 或 ~/... 直接询问用户 ：当无法确定时，询问用户当前使用的操作系统 系统标识 ： Windows: win32 macOS: darwin Linux: linux 2. 创建目录软链接 Windows (PowerShell): New-Item - ItemType SymbolicLink - Path "目标路径" - Target "源路径" Windows (CMD): mklink /D "目标路径" "源路径" macOS / Linux: ln -s "源路径" "目标...
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17976 pipedrive-automation davepoon/buildwithclaude
Pipedrive Automation via Rube MCP Automate Pipedrive CRM workflows including deal management, contact and organization operations, activity scheduling, notes, and pipeline/stage queries through Composio's Pipedrive toolkit. Prerequisites Rube MCP must be connected (RUBE_SEARCH_TOOLS available) Active Pipedrive connection via RUBE_MANAGE_CONNECTIONS with toolkit pipedrive Always call RUBE_SEARCH_TOOLS first to get current tool schemas Setup Get Rube MCP : Add https://rube.app/mcp as an MCP server...
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17977 azure-mgmt-botservice-py sickn33/antigravity-awesome-skills
Azure Bot Service Management SDK for Python Manage Azure Bot Service resources including bots, channels, and connections. Installation pip install azure-mgmt-botservice pip install azure-identity Environment Variables AZURE_SUBSCRIPTION_ID = < your-subscription-id > AZURE_RESOURCE_GROUP = < your-resource-group > Authentication from azure . identity import DefaultAzureCredential from azure . mgmt . botservice import AzureBotService import os credential = DefaultAzureCredential ( ) client = AzureB...
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17978 timing-calibration dylantarre/animation-principles
Timing Calibration Get animation speed right using Disney's timing principles. Problem Indicators "Too slow" or "too fast" feedback Animations feel inconsistent Similar actions have different speeds Users wait for animations Motion feels robotic or unnatural Diagnosis by Principle Timing Issue: Duration doesn't match action type Fix: Micro-interactions: 100-150ms. Transitions: 200-400ms. Complex reveals: 400-600ms. Never exceed 1s for UI. Slow In and Slow Out Issue: Linear timing feels mech...
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17979 universal-tool dylantarre/animation-principles
Apply all 12 Disney animation principles regardless of your tool or framework. 1. Squash and Stretch Concept: Objects deform when moving, maintaining volume. Implementation: - When compressing one axis, expand the other - `scaleX * scaleY ≈ constant` - Apply on impact, acceleration, or deceleration Values: Compress to 80%, expand to 120% 2. Anticipation Concept: Prepare the audience for an action. Implementation: - Move opposite to the main action first - ~20% of total duration for...
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17980 refactoring cosmix/loom
Resources scripts/ validate-refactoring.sh references/ refactoring-patterns.md Refactoring Quality Skill This skill teaches you how to perform safe, systematic code refactoring using GoodVibes precision tools. Refactoring improves code structure and maintainability without changing external behavior, making future development faster and reducing bugs. When to Use This Skill Load this skill when: Code duplication needs to be eliminated Functions or components have grown too large Type safety need...
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17981 restcontroller-conventions oimiragieo/agent-studio
Restcontroller Conventions Skill Must annotate controller classes with @RestController. Must specify class-level API routes with @RequestMapping, e.g. ("/api/user"). Class methods must use best practice HTTP method annotations, e.g, create = @postMapping("/create"), etc. All dependencies in class methods must be @Autowired without a constructor, unless specified otherwise. Methods return objects must be of type Response Entity of type ApiResponse. All class method logic must be implemented in a ...
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17982 arena simota/agent-skills
You are "Arena" - an orchestrator who leverages the `aiw` (AI Workflow) command to run multiple AI engines in parallel, evaluate their implementations, and select the best variant. Your purpose is to maximize implementation quality through comparison and competition between different AI approaches. Positioning: Arena vs Builder ``` Forge (プロトタイプ) │ ├─→ Builder (本番実装・単一アプローチ) │ └─ 高速・直接的・確定的 │ └─→ Arena (並列実装・複数アプローチ比較) └─ 比較評価・品質最大化・探索的 ``` | Implementation | Claud...
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17983 linear-favorites finesssee/linear-cli
Favorites List favorites linear-cli fav list linear-cli fav list --output json Add to favorites linear-cli fav add LIN-123 Add issue linear-cli fav add PROJECT_ID Add project Remove from favorites linear-cli fav remove LIN-123 Flags Flag Purpose --output json JSON output
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17984 weather netease-youdao/lobsterai
Weather Skill Get current weather conditions and forecasts. When to Use ✅ USE this skill when: "What's the weather?" "Will it rain today/tomorrow?" "Temperature in [city]" "Weather forecast for the week" Travel planning weather checks When NOT to Use ❌ DON'T use this skill when: Historical weather data → use weather archives/APIs Climate analysis or trends → use specialized data sources Hyper-local microclimate data → use local sensors Severe weather alerts → check official NWS sources Aviation/...
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17985 universal-solutions dylantarre/animation-principles
A complete diagnostic framework using all 12 Disney principles. The 12 Principles Checklist Run through each principle to diagnose any animation problem: 1. Squash and Stretch Check: Is there appropriate flexibility? Problem sign: Rigid, lifeless motion Fix: Add subtle scale changes on impact/acceleration 2. Anticipation Check: Is there buildup before action? Problem sign: Actions feel sudden or surprising Fix: Add small reverse movement or wind-up 3. Staging Check: Is the important ...
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17986 content-research-writer breverdbidder/life-os
Content Research Writer This skill acts as your writing partner, helping you research, outline, draft, and refine content while maintaining your unique voice and style. When to Use This Skill Writing blog posts, articles, or newsletters Creating educational content or tutorials Drafting thought leadership pieces Researching and writing case studies Producing technical documentation with sources Writing with proper citations and references Improving hooks and introductions Getting section-by-sect...
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17987 auth-web-cloudbase tencentcloudbase/cloudbase-mcp
Overview Prerequisites : CloudBase environment ID ( env ) Prerequisites : CloudBase environment Region ( region ) Core Capabilities Use Case : Web frontend projects using @cloudbase/js-sdk@2.24.0+ for user authentication Key Benefits : Compatible with supabase-js API, supports phone, email, anonymous, username/password, and third-party login methods @cloudbase/js-sdk cdn source : https://static.cloudbase.net/cloudbase-js-sdk/latest/cloudbase.full.js Prerequisites Automatically use auth-tool-clou...
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17988 qa-expert personamanagmentlayer/pcl
QA Expert Establish world-class QA testing processes for any software project using proven methodologies from Google Testing Standards and OWASP security best practices. When to Use This Skill Trigger this skill when: Setting up QA infrastructure for a new or existing project Writing standardized test cases (AAA pattern compliance) Executing comprehensive test plans with progress tracking Implementing security testing (OWASP Top 10) Filing bugs with proper severity classification (P0-P4) Gen...
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17989 magento-model-developer maxnorm/magento2-agent-skills
Magento 2 Model Developer Expert specialist in designing and implementing robust data layer architectures, creating efficient, scalable data models that serve as the foundation for enterprise e-commerce applications. When to Use Creating data models and entities Designing database schemas Implementing repository patterns Working with EAV or flat table structures Optimizing database queries Building data collections Data Architecture Model Design : Create efficient entity models following Magento...
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17990 word-cloud-generator dkyazzentwatwa/chatgpt-skills
Create visually appealing word clouds from text, files, or word frequency dictionaries. Customize shapes, colors, fonts, and export to multiple formats. Quick Start ``` from scripts.wordcloud_gen import WordCloudGenerator From text wc = WordCloudGenerator("Python is amazing. Python is powerful. Code is fun.") wc.generate().save("cloud.png") From file wc = WordCloudGenerator.from_file("article.txt") wc.colors("plasma").max_words(100).generate().save("cloud.png") From frequency dict frequ...
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17991 vercel-deployment erichowens/some_claude_skills
Vercel Deployment You are a Vercel deployment expert. You understand the platform's capabilities, limitations, and best practices for deploying Next.js applications at scale. Your core principles: Environment variables - different for dev/preview/production Edge vs Serverless - choose the right runtime Build optimization - minimize cold starts and bundle size Preview deployments - use for testing before production Monitoring - set up analytics and error tracking Capabilities vercel deployment...
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17992 goal-analyzer huifer/wellally-health
分析健康目标数据,识别目标模式和进度,评估目标达成情况,并提供个性化目标管理建议。 功能 1. SMART目标验证 验证设定的新目标是否符合SMART原则。 验证维度: - Specific(具体性) 目标是否明确具体 - 是否有清晰的定义 - 是否避免模糊表述 - Measurable(可衡量性) 是否有可量化的指标 - 是否有明确的衡量标准 - 是否可以追踪进度 - Achievable(可实现性) 目标是否现实可行 - 是否考虑了当前状况 - 是否在合理时间范围内 - 减重目标:建议每周0.5-1公斤 - 运动目标:建议每周3-5次,每次30-60分钟 - Relevant(相关性) 目标是否与健康相关 - 是否符合用户整体健康计划 - 是否与现有目标协调 - Time-bound(有时限) 是否有明确的截止日期 - 时间框架是否合理 - 是否有阶段性里程碑 输出: - SMART评分(每个维度1-5分) - 总体评分和等级(S级/A级/B级/C级) - 改进建议 - 目标优化方案 示例评估: ```...
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17993 upgrading-golang chainloop-dev/chainloop
Upgrading Golang Version This skill automates the comprehensive Go version upgrade process across all components of the Chainloop project. Process 1. Confirm Target Versions Ask the user: What Go version they want to upgrade to (e.g., "1.25.3") Whether they also want to upgrade Atlas migrations Docker image (if yes, ask for target Atlas version, e.g., "0.38.0") 2. Get Docker Image Digest Pull the official golang Docker image and extract its SHA256 digest: docker pull golang:X.XX.X Extract the SH...
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17994 websockets-realtime travisjneuman/.claude
No SKILL.md available for this skill. View on GitHub
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17995 candid-validate-standards ron-myers/candid
Technical.md Validator Analyze a Technical.md file and identify rules that may be ineffective, vague, or redundant with existing tooling. Workflow Step 1: Locate Technical.md Find the Technical.md file to validate: If path argument provided → use that path Check ./Technical.md Check ./.candid/Technical.md If no file found: ❌ No Technical.md found. Looked in: - ./Technical.md - ./.candid/Technical.md Create one with: /candid-init Step 2: Detect Linter Configs Check for existing linter c...
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17996 estimate-jira ag-grid/ag-charts
JIRA Ticket Estimation Skill This skill provides structured complexity and effort estimation for JIRA tickets, features, or projects. It produces consistent, professional estimation reports that include complexity levels, time estimates, dependency analysis, risk assessment, and identification of unknowns. When to Use This Skill Activate this skill when the user requests: "Estimate this JIRA ticket" "Analyze complexity of [ticket/feature]" "What's the effort for this project?" "Size this fea...
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17997 performance-analysis proffesor-for-testing/agentic-qe
Performance Analysis Skill Comprehensive performance analysis suite for identifying bottlenecks, profiling swarm operations, generating detailed reports, and providing actionable optimization recommendations. Overview This skill consolidates all performance analysis capabilities: Bottleneck Detection : Identify performance bottlenecks across communication, processing, memory, and network Performance Profiling : Real-time monitoring and historical analysis of swarm operations Report Generation : ...
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17998 slidev-navigation yoanbernabeu/slidev-skills
Slidev Navigation This skill covers all navigation features in Slidev, including keyboard shortcuts, navigation bar, overview mode, and customizing navigation behavior. When to Use This Skill Learning navigation controls Customizing keyboard shortcuts Setting up presentation navigation Configuring navigation bar Creating custom navigation components Default Keyboard Shortcuts Basic Navigation Key Action Space Next animation or slide → / Right Next animation or slide ← / Left Previous animation o...
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17999 interview-prep tatat/agents-playground
Interview Prep Create structured interview plans to evaluate candidates consistently and fairly. Interview Design Principles Structured : Same questions for all candidates in the role Competency-based : Map questions to specific skills and behaviors Evidence-based : Use behavioral and situational questions Diverse panel : Multiple perspectives reduce bias Scored : Use rubrics, not gut feelings Interview Plan Components Role Competencies Define 4-6 key competencies for the role (e.g., technical s...
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18000 assimilate oimiragieo/agent-studio
Assimilate Overview Use this skill when the user asks the framework to improve itself, or when EVOLVE identifies a capability gap that should be benchmarked against other codebases. When to Use User request: "improve the framework", "compare to competitor repos", "adopt best ideas" EVOLVE phase where external pattern benchmarking is needed before creating new artifacts Reflection/recommend-evolution output calls for concrete upgrade candidates Iron Laws NEVER implement borrowed ideas directly — ...
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