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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 6651 | ml model training | aj-geddes/useful-ai-prompts |
ML Model Training Training machine learning models involves selecting appropriate algorithms, preparing data, and optimizing model parameters to achieve strong predictive performance. Training Phases Data Preparation : Cleaning, encoding, normalization Feature Engineering : Creating meaningful features Model Selection : Choosing appropriate algorithms Hyperparameter Tuning : Optimizing model settings Validation : Cross-validation and evaluation metrics Deployment : Preparing models for productio...
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| 6652 | ultrawork | yeachan-heo/oh-my-claudecode |
Activates maximum performance mode with parallel agent orchestration. When Activated This skill enhances Claude's capabilities by: - Parallel Execution: Running multiple agents simultaneously for independent tasks - Aggressive Delegation: Routing tasks to specialist agents immediately - Background Operations: Using `run_in_background: true` for long operations - Persistence Enforcement: Never stopping until all tasks are verified complete - Smart Model Routing: Using tiered agents to sav...
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| 6653 | api-versioning-strategy | aj-geddes/useful-ai-prompts |
API Versioning Strategy Overview Comprehensive guide to API versioning approaches, deprecation strategies, backward compatibility techniques, and migration planning for REST APIs, GraphQL, and gRPC services. When to Use Designing new APIs with versioning from the start Adding breaking changes to existing APIs Deprecating old API versions Planning API migrations Ensuring backward compatibility Managing multiple API versions simultaneously Creating API documentation for different versions Implem...
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| 6654 | reddit-ads | kostja94/marketing-skills |
Paid Ads: Reddit Ads Guides Reddit Ads setup, subreddit targeting, and creative best practices. Reddit excels at niche communities and discussion-driven audiences; use when your audience is active in specific subreddits and values authentic, value-first messaging. 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 when the user asks to skip, go directly to the main output. Why Reddit ...
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| 6655 | csv-analyzer | casper-studios/casper-marketplace |
CSV Analyzer Overview Comprehensive CSV data analysis and visualization engine. Run the script, then use this guide to interpret results and provide insights to users. Quick Start cd ~/.claude/skills/csv-analyzer/scripts export $( grep -v '^' /path/to/project/.env | xargs 2 > /dev/null ) python3 analyze_csv.py /path/to/data.csv Chart Selection Decision Tree IMPORTANT : Choose charts based on what the user needs to understand: What is the user trying to understand? │ ├── "What does my data look l...
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| 6656 | duckdb | silvainfm/claude-skills |
DuckDB Overview DuckDB is a high-performance, in-process analytical database management system (often called "SQLite for analytics"). Execute complex SQL queries directly on CSV, Parquet, JSON files, and Python DataFrames (pandas, Polars) without importing data or running a separate database server. When to Use This Skill Activate when the user: Wants to run SQL queries on data files (CSV, Parquet, JSON) Needs to perform complex analytical queries (aggregations, joins, window functions) Asks...
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| 6657 | color-theory-palette-harmony-expert | erichowens/some_claude_skills |
Color Theory & Palette Harmony Expert You are a world-class expert in perceptual color science for computational photo composition. You combine classical color theory with modern optimal transport methods for collage creation. When to Use This Skill ✅ Use for: Palette-based photo selection for collages Warm/cool color alternation algorithms Hue-sorted photo sequences (rainbow gradients) Palette compatibility using earth-mover distance Diversity penalties to avoid color monotony Global color ...
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| 6658 | cirq | davila7/claude-code-templates |
Cirq - Quantum Computing with Python Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators. Installation uv pip install cirq For hardware integration: Google Quantum Engine uv pip install cirq-google IonQ uv pip install cirq-ionq AQT (Alpine Quantum Technologies) uv pip install cirq-aqt Pasqal uv pip install cirq-pasqal Azure Quantum uv pip install azure-quantum cirq Quick Start Basic Circuit i...
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| 6659 | supabase-expert | eddiebe147/claude-settings |
Supabase Integration Expert Skill Overview This skill helps you build secure, scalable Supabase integrations. Use this for database design, Row Level Security (RLS) policies, authentication, Edge Functions, and real-time features. Core Principles 1. Security First Always enable RLS on tables with user data Use service role key only in secure server contexts Use anon key for client-side operations Test policies thoroughly 2. Type Safety Generate TypeScript types from schema Use generated types ...
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129 |
| 6660 | ln-782-test-runner | levnikolaevich/claude-code-skills |
Type: L3 Worker Category: 7XX Project Bootstrap Parent: ln-780-bootstrap-verifier Purpose Detects test frameworks, executes all test suites, and reports results including pass/fail counts and optional coverage. Scope: - Auto-detect test frameworks from project configuration - Execute test suites for all detected frameworks - Parse test output for pass/fail counts - Generate coverage reports when enabled Out of Scope: - Building projects (handled by ln-781) - Container operations (hand...
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| 6661 | frontend-security | schalkneethling/webdev-agent-skills |
Frontend Security Audit Skill Perform comprehensive security audits of frontend codebases to identify vulnerabilities, bad practices, and missing protections. Audit Process Scan for dangerous patterns - Search codebase for known vulnerability indicators Review framework-specific risks - Check for framework security bypass patterns Validate defensive measures - Verify CSP, CSRF tokens, input validation Check dependencies - Review npm/node dependencies for vulnerabilities Report findings - Categ...
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| 6662 | omero-integration | davila7/claude-code-templates |
OMERO Integration Overview OMERO is an open-source platform for managing, visualizing, and analyzing microscopy images and metadata. Access images via Python API, retrieve datasets, analyze pixels, manage ROIs and annotations, for high-content screening and microscopy workflows. When to Use This Skill This skill should be used when: Working with OMERO Python API (omero-py) to access microscopy data Retrieving images, datasets, projects, or screening data programmatically Analyzing pixel data...
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| 6663 | home-assistant-awtrix | bradsjm/hassio-addons |
AWTRIX Workflow Use the bundled awtrix_fs.py script for deterministic filesystem operations and LaMetric icon imports. Use absolute device paths (leading / ) to avoid firmware path errors. Use references for endpoint behavior and MQTT/HA integration patterns. Quick start All script and reference files are relative to the location of this SKILL.md file. python3 scripts/awtrix_fs.py --host < ip > status python3 scripts/awtrix_fs.py --host < ip > icons list python3 scripts/awtrix_fs.py --host < ip ...
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| 6664 | web3-polymarket | polymarket/agent-skills |
Polymarket Skill When to use this skill Use this skill when the user asks about or needs to build: Polymarket API authentication (L1/L2, API keys, HMAC signing) Placing or managing orders (limit, market, GTC, GTD, FOK, FAK, batch, cancel) Reading orderbook data (prices, spreads, midpoints, depth) Market data fetching (events, markets, by slug, by tag, pagination) WebSocket subscriptions (market channel, user channel, sports) CTF operations (split, merge, redeem positions) Negative risk markets (...
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| 6665 | better-result-adopt | dmmulroy/better-result |
better-result Adoption Migrate existing error handling (try/catch, Promise rejections, thrown exceptions) to typed Result-based error handling with better-result. When to Use Adopting better-result in existing codebase Converting try/catch blocks to Result types Replacing thrown exceptions with typed errors Migrating Promise-based code to Result.tryPromise Introducing railway-oriented programming patterns Migration Strategy 1. Start at Boundaries Begin migration at I/O boundaries (API calls, ...
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129 |
| 6666 | email-service-integration | aj-geddes/useful-ai-prompts |
Email Service Integration Overview Build comprehensive email systems with SMTP integration, third-party email providers (SendGrid, Mailgun, AWS SES), HTML templates, email validation, retry mechanisms, and proper error handling. When to Use Sending transactional emails Implementing welcome/confirmation emails Creating password reset flows Sending notification emails Building email templates Managing bulk email campaigns Instructions 1. Python/Flask with SMTP config.py import os class EmailCo...
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| 6667 | flutter-duit-bdui | madteacher/mad-agents-skills |
Fluttter Duit Backend-driven UI Overview Duit enables backend-driven UI in Flutter applications. The server controls both data and layout via JSON, allowing UI updates without app releases. Quick Start Add dependency to pubspec.yaml Initialize DuitRegistry (optional: with themes/custom widgets) Create XDriver (HTTP, WebSocket, or static) Wrap UI in DuitViewHost Server sends JSON layouts → Duit renders them Prerequisites SDK Requirements - Dart SDK : > =3.4.4 <4.0.0 - Flutter : > =3.24.0 Add Depe...
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| 6668 | customaize-agent:apply-anthropic-skill-best-practices | neolabhq/context-engineering-kit |
Anthropic's official skill authoring best practices Apply Anthropic's official skill authoring best practices to your skill. Good Skills are concise, well-structured, and tested with real usage. This guide provides practical authoring decisions to help you write Skills that Claude can discover and use effectively. Core principles Skill Metadata Not every token in your Skill has an immediate cost. At startup, only the metadata (name and description) from all Skills is pre-loaded. Claude reads SKI...
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| 6669 | kpi-dashboard-design | aj-geddes/useful-ai-prompts |
KPI Dashboard Design Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions. Do not use this skill when The task is unrelated to kpi dashboard design You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playboo...
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129 |
| 6670 | frontend-routing | aj-geddes/useful-ai-prompts |
Frontend Routing Overview Implement client-side routing with navigation, lazy loading, protected routes, and state management for multi-page single-page applications. When to Use Multi-page navigation URL-based state management Protected/guarded routes Lazy loading of components Query parameter handling Implementation Examples 1. React Router v6 // App.tsx import { BrowserRouter, Routes, Route, Navigate } from 'react-router-dom'; import { Layout } from './components/Layout'; import { Home } fr...
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| 6671 | data-researcher | 404kidwiz/claude-supercode-skills |
Data Researcher Agent Purpose Provides data discovery and analysis expertise specializing in extracting actionable insights from complex datasets, identifying patterns and anomalies, and transforming raw data into strategic intelligence. Excels at multi-source data integration, advanced analytics, and data-driven decision support. When to Use Performing exploratory data analysis (EDA) on complex datasets Identifying patterns, correlations, and anomalies in data Integrating data from multiple s...
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| 6672 | claude-code-history-files-finder | daymade/claude-code-skills |
Claude Code History Files Finder Extract and recover content from Claude Code's session history files stored in ~/.claude/projects/. Capabilities Recover deleted or lost files from previous sessions Search for specific code or content across conversation history Analyze file modifications across past sessions Track tool usage and file operations over time Find sessions containing specific keywords or topics Session File Locations Session files are stored at ~/.claude/projects/<normalized-path...
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129 |
| 6673 | slack-agent | vercel-labs/slack-agent-skill |
Slack Agent Development Skill This skill supports two frameworks for building Slack agents: Chat SDK (Recommended for new projects) — chat + @chat-adapter/slack Bolt for JavaScript (For existing Bolt projects) — @slack/bolt + @vercel/slack-bolt Skill Invocation Handling When this skill is invoked via /slack-agent , check for arguments and route accordingly: Command Arguments Argument Action new Run the setup wizard from Phase 1. Read ./wizard/1-project-setup.md and guide the user through creatin...
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| 6674 | tdd | pproenca/dot-skills |
/tdd - Test-Driven Development Workflow Strict TDD workflow: tests first, then implementation. When to Use "Implement X using TDD" "Build this feature test-first" "Write tests for X then implement" Any feature where test coverage is critical Bug fixes that need regression tests TDD Philosophy Overview Write the test first. Watch it fail. Write minimal code to pass. Core principle: If you didn't watch the test fail, you don't know if it tests the right thing. Violating the letter of the rules is ...
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| 6675 | python-packaging | sickn33/antigravity-awesome-skills |
Python Packaging Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI. Use this skill when Creating Python libraries for distribution Building command-line tools with entry points Publishing packages to PyPI or private repositories Setting up Python project structure Creating installable packages with dependencies Building wheels and source distributions Versioning and releasing Python packages Creatin...
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129 |
| 6676 | risk-assessment | aj-geddes/useful-ai-prompts |
Risk Assessment Systematically identify, assess, and plan mitigations for operational risks. Risk Assessment Matrix Low Impact Medium Impact High Impact High Likelihood Medium High Critical Medium Likelihood Low Medium High Low Likelihood Low Low Medium Risk Categories Operational : Process failures, staffing gaps, system outages Financial : Budget overruns, vendor cost increases, revenue impact Compliance : Regulatory violations, audit findings, policy breaches Strategic : Market changes, compe...
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129 |
| 6677 | self-reflection | hopyky/self-reflection |
🪞 Self-Reflection A skill for continuous self-improvement. The agent tracks mistakes, lessons learned, and improvements over time through regular heartbeat-triggered reflections. Quick Start Check if reflection is needed self-reflection check Log a new reflection self-reflection log "error-handling" "Forgot timeout on API call" "Always add timeout=30" Read recent lessons self-reflection read View statistics self-reflection stats How It Works Heartbeat (60m) → Agent reads HEARTBEAT.md → Runs ...
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| 6678 | umap-learn | davila7/claude-code-templates |
UMAP-Learn Overview UMAP (Uniform Manifold Approximation and Projection) is a dimensionality reduction technique for visualization and general non-linear dimensionality reduction. Apply this skill for fast, scalable embeddings that preserve local and global structure, supervised learning, and clustering preprocessing. Quick Start Installation uv pip install umap-learn Basic Usage UMAP follows scikit-learn conventions and can be used as a drop-in replacement for t-SNE or PCA. import umap fro...
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| 6679 | axiom-haptics | charleswiltgen/axiom |
Haptics & Audio Feedback Comprehensive guide to implementing haptic feedback on iOS. Every Apple Design Award winner uses excellent haptic feedback - Camera, Maps, Weather all use haptics masterfully to create delightful, responsive experiences. Overview Haptic feedback provides tactile confirmation of user actions and system events. When designed thoughtfully using the Causality-Harmony-Utility framework, axiom-haptics transform interfaces from functional to delightful. This skill covers bo...
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129 |
| 6680 | supabase-auth | nice-wolf-studio/claude-code-supabase-skills |
Supabase Authentication Overview This skill provides authentication and user management operations through the Supabase Auth API. Supports email/password authentication, session management, user metadata, and password recovery. Prerequisites Required environment variables: export SUPABASE_URL="https://your-project.supabase.co" export SUPABASE_KEY="your-anon-or-service-role-key" Helper script: This skill uses the shared Supabase API helper. Make sure to source it: source "$(dirname "${BASH...
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129 |
| 6681 | type-design-performance | aaronontheweb/dotnet-skills |
Use this skill when: - Designing new types and APIs - Reviewing code for performance issues - Choosing between class, struct, and record - Working with collections and enumerables Core Principles - Seal your types - Unless explicitly designed for inheritance - Prefer readonly structs - For small, immutable value types - Prefer static pure functions - Better performance and testability - Defer enumeration - Don't materialize until you need to - Return immutable collections - From API b...
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129 |
| 6682 | symfony:doctrine-fetch-modes | makfly/superpowers-symfony |
$ npx skills add https://github.com/makfly/superpowers-symfony --skill symfony:doctrine-fetch-modes<div
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129 |
| 6683 | dependency-injection-patterns | aaronontheweb/dotnet-skills |
Dependency Injection Patterns When to Use This Skill Use this skill when: Organizing service registrations in ASP.NET Core applications Avoiding massive Program.cs/Startup.cs files with hundreds of registrations Making service configuration reusable between production and tests Designing libraries that integrate with Microsoft.Extensions.DependencyInjection Reference Files advanced-patterns.md : Testing with DI extensions, Akka.NET actor scope management, conditional/factory/keyed registration p...
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| 6684 | csrf-protection | aj-geddes/useful-ai-prompts |
CSRF Protection Overview Implement comprehensive Cross-Site Request Forgery protection using synchronizer tokens, double-submit cookies, SameSite cookie attributes, and custom headers. When to Use Form submissions State-changing operations Authentication systems Payment processing Account management Any POST/PUT/DELETE requests Implementation Examples 1. Node.js/Express CSRF Protection // csrf-protection.js const crypto = require('crypto'); const csrf = require('csurf'); class CSRFProtection ...
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| 6685 | medical-imaging-review | luwill/research-skills |
Write comprehensive literature reviews following a systematic 7-phase workflow. Quick Start - Initialize project with three core files: `CLAUDE.md` - Writing guidelines and terminology - `IMPLEMENTATION_PLAN.md` - Staged execution plan - `manuscript_draft.md` - Main manuscript - Follow the 7-phase workflow (see [references/WORKFLOW.md](https://github.com/luwill/research-skills/blob/main/medical-imaging-review/references/WORKFLOW.md)) - Use domain-specific templates (see [references/DO...
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129 |
| 6686 | postgresql-psql | timelessco/recollect |
PostgreSQL psql Skill PostgreSQL psql (PostgreSQL interactive terminal) is the primary command-line client for interacting with PostgreSQL databases. It provides both interactive query execution and powerful scripting capabilities for database management and administration. When to Use This Skill Use this skill when: Connecting to PostgreSQL databases from the command line Executing SQL queries interactively Writing SQL scripts for automation Creating and managing databases and schemas Manag...
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| 6687 | deep-analysis | cyberkaida/reverse-engineering-assistant |
Deep Analysis Purpose You are a focused reverse engineering investigator. Your goal is to answer specific questions about binary behavior through systematic, evidence-based analysis while improving the Ghidra database to aid understanding. Unlike binary-triage (breadth-first survey), you perform depth-first investigation : Follow one thread completely before branching Make incremental improvements to code readability Document all assumptions with evidence Return findings with new investigation t...
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| 6688 | academic-paper-writer | meleantonio/awesome-econ-ai-stuff |
Academic Paper Writer Purpose This skill helps economists draft, structure, and polish academic papers with proper conventions for economics journals. It provides templates for different paper types and guidance on academic writing style. When to Use Starting a new research paper from scratch Restructuring an existing draft Writing specific sections (introduction, literature review, conclusion) Preparing papers for journal submission Instructions Step 1: Identify Paper Type Ask the user: Is this...
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| 6689 | wordpress-advanced-architecture | bobmatnyc/claude-mpm-skills |
Advanced WordPress Architecture Master advanced WordPress development patterns including REST API endpoints, WP-CLI commands, performance optimization, and caching strategies for scalable WordPress applications. 1. REST API Development The WordPress REST API provides a powerful interface for creating custom endpoints with proper authentication, validation, and response formatting. Endpoint Registration with Namespacing add_action( 'rest_api_init', 'register_custom_rest_routes' ); function re...
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| 6690 | error-debugging-error-analysis | sickn33/antigravity-awesome-skills |
Error Analysis and Resolution You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use this skill when Investigating production incidents or recurring errors Performing root-cause analysis across services Designing observability and error handling improvements Do not use this skill when The task is purely feature development You cannot access error reports, logs, o...
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| 6691 | axiom-swiftui-nav | charleswiltgen/axiom |
SwiftUI Navigation When to Use This Skill Use when: Choosing navigation architecture (NavigationStack vs NavigationSplitView vs TabView) Implementing programmatic navigation with NavigationPath Setting up deep linking and URL routing Implementing state restoration for navigation Adopting Tab/Sidebar patterns (iOS 18+) Implementing coordinator/router patterns Requesting code review of navigation implementation before shipping Related Skills Use axiom-swiftui-nav-diag for systematic troubleshoot...
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| 6692 | research | hyperb1iss/hyperskills |
Research Skill Conduct comprehensive research on any topic with automatic source gathering, analysis, and response generation with citations. Authentication The script uses OAuth via the Tavily MCP server. No manual setup required - on first run, it will: Check for existing tokens in ~/.mcp-auth/ If none found, automatically open your browser for OAuth authentication Note: You must have an existing Tavily account. The OAuth flow only supports login — account creation is not available through thi...
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| 6693 | systemverilog | mindrally/skills |
SystemVerilog Development You are an expert in SystemVerilog for FPGA and ASIC design, verification, and hardware optimization. Modular Design & Code Organization Structure designs into small, reusable modules to enhance readability and testability Begin with a top-level module and decompose into sub-modules Use clear interface blocks for module connections Maintain consistent coding style and naming conventions Synchronous Design Principles Prioritize single clock domains for simpler timing a...
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| 6694 | wake-word-detection | martinholovsky/claude-skills-generator |
Wake Word Detection Skill 1. Overview Risk Level: MEDIUM - Continuous audio monitoring, privacy implications, resource constraints You are an expert in wake word detection with deep expertise in openWakeWord, keyword spotting, and always-listening systems. Primary Use Cases: JARVIS activation phrase detection ("Hey JARVIS") Always-listening with minimal resource usage Offline wake word detection (no cloud dependency) 2. Core Principles TDD First - Write tests before implementation code Perfo...
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| 6695 | ui-ux-polish | dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations |
UI/UX Polish — Iterative Enhancement Workflow When to Use: This is for when your site/app already works and looks decent and you want to improve it. There's a different approach when it looks bad and needs a complete overhaul. Key Insight: Something about asking for agreement from the model ("don't you agree?") somehow motivates it to polish things up better. Also, instructing it to separately think through desktop vs mobile leads to much better outcomes. The Workflow Overview App already wor...
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| 6696 | payload-cms | connorads/dotfiles |
Payload CMS Development Payload is a Next.js native CMS with TypeScript-first architecture. This skill transfers expert knowledge for building collections, hooks, access control, and queries the right way. Mental Model Think of Payload as three interconnected layers: Config Layer → Collections, globals, fields define your schema Hook Layer → Lifecycle events transform and validate data Access Layer → Functions control who can do what Every operation flows through: Config → Access Check → Ho...
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| 6697 | api-design | aaronontheweb/dotnet-skills |
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: ...
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| 6698 | eve-agent-native-design | incept5/eve-skillpacks |
Agent-Native Design for Eve Horizon Build applications where agents are first-class citizens — not afterthoughts. When to Use Load this skill when: Designing a new application or API on Eve Evaluating whether an existing app is agent-friendly Adding features that agents should be able to use Deciding between putting logic in code vs. in prompts Choosing how to handle inter-agent communication The Four Principles 1. Parity — Agents Can Do Everything Users Can Every user action must have an agent-...
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| 6699 | gtm-strategy | kostja94/marketing-skills |
GTM Strategy Overview Create a comprehensive go-to-market strategy for a product launch. This skill covers marketing channels, messaging development, success metrics definition, and launch planning. When to Use Planning a product launch Creating a GTM plan from scratch Defining a launch strategy for a new market Developing product-to-market fit strategy Preparing a product go-live roadmap How It Works Step 1: Gather Research Data The system will help you load and analyze early research about you...
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| 6700 | data-scientist | borghei/claude-skills |
Use this skill when Working on data scientist tasks or workflows Needing guidance, best practices, or checklists for data scientist Do not use this skill when The task is unrelated to data scientist You need a different domain or tool outside this scope Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md . You are a...
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