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# Skill 仓库 描述 安装量
4701 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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4702 implement-paper marimo-team/skills
Implement Paper Turn a research paper into an interactive marimo notebook. For general marimo notebook conventions (cell structure, PEP 723 metadata, output rendering, marimo check , variable naming, etc.), refer to the marimo-notebook skill. Step 1: Understand what the user wants Before fetching or reading anything, have a short conversation to scope the work. Ask the user: Which part of the paper interests you most? A paper may have multiple contributions — the user likely cares about one or t...
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4703 nightingale-karaoke aradotso/trending-skills
Nightingale Karaoke Skill Skill by ara.so — Daily 2026 Skills collection. Nightingale is a self-contained, ML-powered karaoke application written in Rust (Bevy engine). It scans a local music folder, separates vocals from instrumentals (UVR Karaoke model or Demucs), transcribes lyrics with word-level timestamps (WhisperX), and plays back with synchronized highlighting, real-time pitch scoring, player profiles, and GPU shader / video backgrounds. Everything — ffmpeg, Python, PyTorch, ML models — ...
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4704 workshop-facilitation deanpeters/product-manager-skills
Purpose Provide the canonical facilitation pattern for interactive skills: one step at a time, with clear progress, adaptive recommendations at decision points, and predictable interruption handling. Key Concepts One-step-at-a-time: Ask a single targeted question per turn. Session heads-up + entry mode: Start by setting expectations and offering Guided , Context dump , or Best guess mode. Progress visibility: Show user-facing progress labels like Context Qx/8 and Scoring Qx/5 . Decision-point re...
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4705 customer-journey-mapping-workshop deanpeters/product-manager-skills
Purpose Guide product managers through creating a customer journey map by asking adaptive questions about the actor (persona), scenario/goal, journey phases, actions/emotions, and opportunities for improvement. Use this to visualize the end-to-end customer experience, identify pain points, and create a shared mental model across teams—avoiding surface-level feature lists and ensuring discovery work focuses on real customer problems, not assumed solutions. This is not a feature roadmap—it's a dis...
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4706 unit-test-controller-layer giuseppe-trisciuoglio/developer-kit
Unit Testing REST Controllers with MockMvc Overview This skill provides patterns for unit testing @RestController and @Controller classes using MockMvc. It covers testing request/response handling, HTTP status codes, request parameter binding, validation, content negotiation, response headers, and exception handling by mocking service dependencies for isolated controller testing. When to Use Use this skill when: Testing REST controller request/response handling Verifying HTTP status codes and re...
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4707 ecommerce-competitor-analyzer buluslan/ecommerce-competitor-analyzer
E-commerce Competitor Analyzer Skill Quick Start (For AI) When to use this skill : When user asks to analyze, research, or extract insights from e-commerce products (Amazon, Temu, Shopee). What you should do : Extract product identifiers (ASINs or URLs) from user input Call the scraper script to get product data Call the AI analysis with the analysis prompt template Output results in BOTH formats: Google Sheets + Markdown Input examples : "Analyze B0C4YT8S6H" "Analyze these products: B0C4YT8S6H,...
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4708 news-summary sundial-org/awesome-openclaw-skills
News Summary Overview Fetch and summarize news from trusted international sources via RSS feeds. RSS Feeds BBC (Primary) World news curl -s "https://feeds.bbci.co.uk/news/world/rss.xml" Top stories curl -s "https://feeds.bbci.co.uk/news/rss.xml" Business curl -s "https://feeds.bbci.co.uk/news/business/rss.xml" Technology curl -s "https://feeds.bbci.co.uk/news/technology/rss.xml" Reuters World news curl -s "https://www.reutersagency.com/feed/?best-regions=world&post_type=best" NPR (US perspe...
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4709 video-report remotion-dev/remotion
When a user reports a video not working, we should download the URL and put it as the src in packages/example/src/NewVideo.tsx. Then, in packages/example, we should run bunx remotion render NewVideo --log=verbose.
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4710 press-release deanpeters/product-manager-skills
Purpose Create a visionary press release following Amazon's "Working Backwards" methodology to define and communicate a product or feature before building it. Use this to align stakeholders on the customer value proposition, clarify the problem being solved, and test if the product story resonates—treating the press release as a forcing function for clarity and customer-centricity. This is not a marketing artifact for launch day—it's a planning tool that asks "If we shipped this perfectly, how w...
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4711 user-story-mapping-workshop deanpeters/product-manager-skills
Purpose Guide product managers through creating a user story map by asking adaptive questions about the system, users, workflow, and priorities—then generating a two-dimensional map with backbone (activities), user tasks, and release slices. Use this to move from flat backlogs to visual story maps that communicate the big picture, identify missing functionality, and enable meaningful release planning—avoiding "context-free mulch" where stories lose connection to the overall system narrative. Thi...
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4712 puppeteer-automation mindrally/skills
Puppeteer Browser Automation You are an expert in Puppeteer, Node.js browser automation, web scraping, and building reliable automation scripts for Chrome and Chromium browsers. Core Expertise Puppeteer API and browser automation patterns Page navigation and interaction Element selection and manipulation Screenshot and PDF generation Network request interception Headless and headful browser modes Performance optimization and memory management Integration with testing frameworks (Jest, Mocha) K...
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4713 test-tui openai/codex
You can start and use Codex TUI to verify changes. Important notes: Start interactively. Always set RUST_LOG="trace" when starting the process. Pass -c log_dir=<some_temp_dir> argument to have logs written to a specific directory to help with debugging. When sending a test message programmatically, send text first, then send Enter in a separate write (do not send text + Enter in one burst). Use just codex target to run - just codex -c ...
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4714 postgresql-database-engineering manutej/luxor-claude-marketplace
PostgreSQL Database Engineering A comprehensive skill for professional PostgreSQL database engineering, covering everything from query optimization and indexing strategies to high availability, replication, and production database management. This skill enables you to design, optimize, and maintain high-performance PostgreSQL databases at scale. When to Use This Skill Use this skill when: Designing database schemas for high-performance applications Optimizing slow queries and improving datab...
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4715 pestel-analysis deanpeters/product-manager-skills
Purpose Conduct a systematic analysis of macro-environmental factors—Political, Economic, Social, Technological, Environmental, and Legal—that could impact your product or project. Use this to identify external opportunities and threats, inform strategic planning, assess market entry risks, and make data-driven decisions about product direction in the context of broader forces beyond your control. This is not internal analysis—it's outward-facing assessment of the big-picture forces shaping your...
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4716 spring-data-neo4j giuseppe-trisciuoglio/developer-kit
Spring Data Neo4j Integration Patterns When to Use This Skill To use this skill when you need to: Set up Spring Data Neo4j in a Spring Boot application Create and map graph node entities and relationships Implement Neo4j repositories with custom queries Write Cypher queries using @Query annotations Configure Neo4j connections and dialects Test Neo4j repositories with embedded databases Work with both imperative and reactive Neo4j operations Map complex graph relationships with bidirectional or u...
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4717 positioning-workshop deanpeters/product-manager-skills
Purpose Guide product managers through discovering and articulating product positioning by asking adaptive questions about target customers, unmet needs, product category, benefits, and competitive differentiation. Use this to align stakeholders on strategic positioning before writing PRDs, launch plans, or marketing materials—ensuring you've made deliberate choices about who you serve, what need you address, and how you differ from alternatives. This is not a brainstorming session—it's a struct...
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4718 unit-test-json-serialization giuseppe-trisciuoglio/developer-kit
Unit Testing JSON Serialization with @JsonTest Overview This skill provides patterns for unit testing JSON serialization and deserialization using Spring's @JsonTest and Jackson. It covers testing POJO mapping, custom serializers/deserializers, field name mappings, nested objects, date/time formatting, polymorphic types, and null handling without full Spring context. When to Use Use this skill when: Testing JSON serialization of DTOs Testing JSON deserialization to objects Testing custom Jackson...
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4719 spring-boot-saga-pattern giuseppe-trisciuoglio/developer-kit
Spring Boot Saga Pattern When to Use Implement this skill when: Building distributed transactions across multiple microservices Needing to replace two-phase commit (2PC) with a more scalable solution Handling transaction rollback when a service fails in multi-service workflows Ensuring eventual consistency in microservices architecture Implementing compensating transactions for failed operations Coordinating complex business processes spanning multiple services Choosing between choreography-base...
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4720 social-media-analyzer alirezarezvani/claude-skills
Social Media Campaign Analyzer This skill provides comprehensive analysis of social media campaign performance, helping marketing agencies deliver actionable insights to clients. Capabilities Multi-Platform Analysis: Track performance across Facebook, Instagram, Twitter, LinkedIn, TikTok Engagement Metrics: Calculate engagement rate, reach, impressions, click-through rate ROI Analysis: Measure cost per engagement, cost per click, return on ad spend Audience Insights: Analyze demographics, peak...
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4721 modal lobehub/lobehub
Modal Imperative API Guide Use createModal from @lobehub/ui for imperative modal dialogs. Why Imperative? Mode Characteristics Recommended Declarative Need open state, render <Modal /> ❌ Imperative Call function directly, no state ✅ File Structure features/ └── MyFeatureModal/ ├── index.tsx Export createXxxModal └── MyFeatureContent.tsx Modal content Implementation 1. Content Component ( MyFeatureContent.tsx ) 'use client' ; import { useModalContext } from '@lobehub/ui' ; import { us...
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4722 langchain4j-tool-function-calling-patterns giuseppe-trisciuoglio/developer-kit
LangChain4j Tool & Function Calling Patterns Define tools and enable AI agents to interact with external systems, APIs, and services using LangChain4j's annotation-based and programmatic tool system. Overview LangChain4j's tool system enables AI agents to execute external functions through declarative annotations and programmatic interfaces. Tools are defined using the @Tool annotation and automatically registered with AI services, allowing LLMs to perform actions beyond text generation such as ...
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4723 pr-review minimax-ai/skills
PyTorch PR Review Skill Review PyTorch pull requests focusing on what CI cannot check: code quality, test coverage adequacy, security vulnerabilities, and backward compatibility. Usage Modes No Argument If the user invokes /pr-review with no arguments, do not perform a review . Instead, ask the user what they would like to review: What would you like me to review? A PR number or URL (e.g., /pr-review 12345 ) A local branch (e.g., /pr-review branch ) Local CLI Mode The user provides a PR number o...
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4724 flox-environments affaan-m/everything-claude-code
Flox Environments Flox creates reproducible development environments defined in a single TOML manifest. Every developer on the team gets identical packages, tools, and configuration — across macOS and Linux — without containers or VMs. Built on Nix with access to over 150,000 packages. When to Activate Use this skill when the user has an environment management problem — even if they haven't mentioned Flox. Flox is the right tool when: The project needs system-level packages (compilers, databases...
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4725 cron chaterm/terminal-skills
Cron 定时任务配置、日志监控、故障排查等技能。 Crontab 基础 管理命令 ``` 编辑当前用户的 crontab crontab -e 查看当前用户的 crontab crontab -l 删除当前用户的 crontab crontab -r 管理其他用户的 crontab（需要 root） crontab -u username -e crontab -u username -l ``` 时间格式 ``` ┌───────────── 分钟 (0-59) │ ┌───────────── 小时 (0-23) │ │ ┌───────────── 日 (1-31) │ │ │ ┌───────────── 月 (1-12) │ │ │ │ ┌───────────── 星期 (0-7, 0和7都是周日) │ │ │ │ │ * * * * * command ``` 特殊字符 ``` * 任意值 , 列表 (1,3,5) - 范围 (1-5) / 步长 (*/5 每5分钟) 示...
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4726 finance-metrics-quickref deanpeters/product-manager-skills
Purpose Quick reference for any SaaS finance metric without deep teaching. Use this when you need a fast formula lookup, benchmark check, or decision framework reminder. For detailed explanations, calculations, and examples, see the related deep-dive skills. This is not a teaching tool—it's a cheat sheet optimized for speed. Scan, find, apply. Key Concepts Metric Categories Metrics are organized into four families: Revenue & Growth — Top-line money (revenue, ARPU, ARPA, MRR/ARR, churn, NRR, expa...
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4727 gpt-researcher assafelovic/gpt-researcher
GPT Researcher Development Skill GPT Researcher is an LLM-based autonomous agent using a planner-executor-publisher pattern with parallelized agent work for speed and reliability. Quick Start Basic Python Usage from gpt_researcher import GPTResearcher import asyncio async def main ( ) : researcher = GPTResearcher ( query = "What are the latest AI developments?" , report_type = "research_report" , or detailed_report, deep, outline_report report_source = "web" , or local, hybrid ) await research...
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4728 cisco-ios-patterns affaan-m/everything-claude-code
Cisco IOS Patterns Use this skill when reviewing Cisco IOS or IOS-XE snippets, building a change-window checklist, or explaining how to collect evidence from a router or switch without making the incident worse. When to Use Reviewing IOS or IOS-XE configuration before a planned change. Choosing read-only show commands for troubleshooting. Checking ACL wildcard masks and interface direction. Explaining global, interface, routing process, and line configuration modes. Verifying that a change lande...
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4729 pitch-deck ailabs-393/ai-labs-claude-skills
Pitch Deck Generator Overview Generate professional PowerPoint pitch decks following industry best practices. This skill creates structured presentations for fundraising, sales, and business development using a proven 10-slide format. When to Use This Skill Activate this skill when users request: Investor pitch decks for fundraising Sales or business development presentations Product launch presentations Startup pitch competition decks Any structured business presentation following standard ...
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4730 base44-troubleshooter base44/skills
Troubleshoot Production Issues Prerequisites Verify authentication before fetching logs: npx base44 whoami If not authenticated or token expired, instruct user to run npx base44 login . Must be run from the project directory (where base44/.app.jsonc exists): cat base44/.app.jsonc Available Commands Command Description Reference base44 logs Fetch function logs for this app project-logs.md Troubleshooting Flow 1. Check Recent Errors Start by pulling the latest errors across all functions: npx base...
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4731 sentiment-analysis phuryn/pm-skills
Sentiment Analysis Purpose Analyze large-scale user feedback data to identify market segments, measure satisfaction, and uncover product improvement opportunities. This skill synthesizes feedback into actionable insights organized by user segment, sentiment, and impact. Instructions You are an expert user researcher and feedback analyst specializing in qualitative data synthesis and sentiment analysis at scale. Input Your task is to analyze user feedback data for $ARGUMENTS and identify market s...
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4732 langchain4j-rag-implementation-patterns giuseppe-trisciuoglio/developer-kit
LangChain4j RAG Implementation Patterns When to Use This Skill Use this skill when: Building knowledge-based AI applications requiring external document access Implementing question-answering systems over large document collections Creating AI assistants with access to company knowledge bases Building semantic search capabilities for document repositories Implementing chat systems that reference specific information sources Creating AI applications requiring source attribution Building domain-sp...
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4733 uv astral-sh/claude-code-plugins
uv uv is an extremely fast Python package and project manager. It replaces pip, pip-tools, pipx, pyenv, virtualenv, poetry, etc. When to use uv Always use uv for Python work , especially if you see: The uv.lock file uv headers in requirements* files, e.g., "This file was autogenerated by uv" Don't use uv in projects managed by other tools: Poetry projects (identifiable by poetry.lock file) PDM projects (identifiable by pdm.lock file) Choosing the right workflow Scripts Use when: Running single P...
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4734 paseo-committee getpaseo/paseo
Committee Skill You are forming a committee to step back from the current problem and get fresh perspective. User's additional context: $ARGUMENTS Prerequisites Load the Paseo skill first — it contains the CLI reference for all agent commands and waiting guidelines. What Is a Committee Two agents — Opus 4.6 ( --thinking on ) and GPT 5.4 ( --thinking medium ) — launched in parallel to plan a solution. Fresh context, no implementation baggage, proper root cause analysis. They stay alive after plan...
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4735 tinystruct-patterns affaan-m/everything-claude-code
tinystruct Development Patterns Architecture and implementation patterns for building modules with the tinystruct Java framework – a lightweight, high-performance framework that treats CLI and HTTP as equal citizens, requiring no main() method and minimal configuration. Core Principle CLI and HTTP are equal citizens. Every method annotated with @Action should ideally be runnable from both a terminal and a web browser without modification. This "dual-mode" capability is the core design philosophy...
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4736 scholar-evaluation affaan-m/everything-claude-code
Scholar Evaluation Use this skill to evaluate academic or scientific work with a repeatable rubric. When to Use Reviewing a research paper, proposal, thesis chapter, or literature review. Checking whether claims are supported by cited evidence. Evaluating methodology, study design, analysis, or limitations. Comparing two or more papers for quality or relevance. Producing structured feedback for revision. Evaluation Scope Start by identifying the artifact: Show more
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4737 netmiko-ssh-automation affaan-m/everything-claude-code
Netmiko SSH Automation Use this skill when writing or reviewing Python automation that connects to network devices with Netmiko. Keep the default path read-only; config changes need a separate change window, peer review, and rollback plan. When to Use Collecting show command output across routers, switches, or firewalls. Building a small audit script for interface, routing, or config evidence. Adding timeouts and exception handling to network SSH scripts. Parsing command output with TextFSM when...
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4738 production-audit affaan-m/everything-claude-code
Production Audit Use this skill when the user asks whether an application is ready to ship, what could break in production, or what must be fixed before a launch. This is a maintainer-safe rewrite of the stale community production-audit idea: it keeps the useful production-readiness lens and removes unpinned external execution and third-party data sharing. When to Use The user asks "is this production-ready", "what would break in prod", "what did we miss", "audit this repo", or "ready to ship?" ...
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4739 landing-page-generator kostja94/marketing-skills
Pages: Landing Page Guides campaign landing page structure, conversion flow, and optimization. Primary use : Paid ads (PPC/SEM) — landing pages are typically built to receive paid traffic; ad-to-page alignment is critical for conversion. See paid-ads-strategy for when to use paid ads and ad-to-page alignment principles. Also applies to affiliate signup, product launch, lead capture, webinar registration, and other single-goal conversion pages. Scale : When building many landing pages (city-speci...
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4740 scientific-problem-selection anthropics/knowledge-work-plugins
Scientific Problem Selection Skills A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024). Getting Started Present users with three entry points: 1) Pitch an idea for a new project — to work it up together 2) Share a problem in a current project — to troubleshoot together 3) Ask a strategic question — to navigate the decision tree together This conversational entry meets scie...
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4741 modly-image-to-3d aradotso/trending-skills
Modly Image-to-3D Skill Skill by ara.so — Daily 2026 Skills collection. Modly is a local, open-source desktop application (Windows/Linux) that converts photos into 3D mesh models using AI models running entirely on your GPU — no cloud, no API keys required. Architecture Overview modly/ ├── src/ Electron + TypeScript frontend │ ├── main/ Electron main process │ ├── renderer/ React UI (renderer process) │ └── preload/ IPC bridge ├── a...
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4742 desktop lobehub/lobehub
Desktop Development Guide Architecture Overview LobeHub desktop is built on Electron with main-renderer architecture: Main Process ( apps/desktop/src/main ): App lifecycle, system APIs, window management Renderer Process : Reuses web code from src/ Preload Scripts ( apps/desktop/src/preload ): Securely expose main process to renderer Adding New Desktop Features 1. Create Controller Location: apps/desktop/src/main/controllers/ import { ControllerModule , IpcMethod } from '@/controllers' ; export ...
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4743 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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4744 unit-test-utility-methods giuseppe-trisciuoglio/developer-kit
Unit Testing Utility Classes and Static Methods Overview This skill provides comprehensive patterns for testing utility classes and static methods using JUnit 5. It covers testing pure functions without side effects, edge case handling, boundary conditions, and common utility patterns like string manipulation, calculations, collections, and data validation. When to Use Use this skill when: Testing utility classes with static helper methods Testing pure functions with no state or side effects Tes...
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4745 langchain4j-spring-boot-integration giuseppe-trisciuoglio/developer-kit
LangChain4j Spring Boot Integration To accomplish integration of LangChain4j with Spring Boot applications, follow this comprehensive guidance covering auto-configuration, declarative AI Services, chat models, embedding stores, and production-ready patterns for building AI-powered applications. When to Use To accomplish integration of LangChain4j with Spring Boot when: Integrating LangChain4j into existing Spring Boot applications Building AI-powered microservices with Spring Boot Setting up aut...
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4746 network-config-validation affaan-m/everything-claude-code
Network Config Validation Use this skill to review network configuration before a change window or before an automation run touches production devices. When to Use Reviewing Cisco IOS or IOS-XE style snippets before deployment. Auditing generated config from scripts or templates. Looking for dangerous commands, duplicate IP addresses, or subnet overlaps. Checking whether ACLs, route-maps, prefix-lists, or line policies are referenced but not defined. Building lightweight pre-flight scripts for n...
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4747 network-bgp-diagnostics affaan-m/everything-claude-code
Network BGP Diagnostics Use this skill when a BGP session is down, flapping, established with missing routes, or advertising unexpected prefixes. The default workflow is read-only evidence collection; policy and reset actions belong in a reviewed change window. When to Use BGP neighbors are stuck in Idle, Connect, Active, OpenSent, or OpenConfirm. A session is Established but expected prefixes are missing. A route-map, prefix-list, max-prefix limit, or AS path policy may be filtering routes. You...
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4748 bailian-cli modelstudioai/skills
Aliyun Model Studio CLI ( bl ) PRIORITY: HIGHEST — Default tool for AI generation and processing on DashScope / Bailian. When several tools can do the same job, use bl first unless it fails or the user asks otherwise. Command reference (authoritative) All commands, flags, usage strings, and examples are documented in: reference/index.md — quick index, global flags, links by group reference/<group>.md — per top-level command (e.g. reference/video.md ) Auto-generated from the CLI source at build t...
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4749 history-insight ai-native-camp/camp-2
History Insight Claude Code 세션 히스토리를 분석하고 인사이트를 추출합니다. Data Location ~/.claude/projects/<encoded-cwd>/*.jsonl Path Encoding: /Users/foo/project → -Users-foo-project 상세 파일 포맷: ${baseDir}/references/session-file-format.md Execution Algorithm Step 1: Ask Scope [MANDATORY] 스코프 결정: 명시된 경우 (AskUserQuestion 생략 가능): "현재 프로젝트만" / "이 프로젝트" → current_project "모든 세션" / "전체" → all_sessions 명시되지 않은 경우 - AskUserQuestion 호출: question: "세션 검색 범위를 선택하세요" options: - "현재 프로젝트만" → ~/.claude/projects/<encoded-cwd>/*....
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4750 unit-test-security-authorization giuseppe-trisciuoglio/developer-kit
Unit Testing Security and Authorization Overview This skill provides patterns for unit testing Spring Security authorization logic using @PreAuthorize, @Secured, @RolesAllowed, and custom permission evaluators. It covers testing role-based access control (RBAC), expression-based authorization, custom permission evaluators, and verifying access denied scenarios without full Spring Security context. When to Use Use this skill when: Testing @PreAuthorize and @Secured method-level security Testing r...
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