Advanced database architecture and optimization expertise covering distributed database design, performance tuning, caching strategies, and comprehensive database platform engineering with modern NoSQL, SQL, and vector database technologies.
Advanced performance optimization and scaling expertise covering application profiling, caching strategies, CDN optimization, and comprehensive performance engineering with auto-scaling, load balancing, and enterprise-grade optimization patterns.
Modern machine learning and AI development capabilities covering model development, MLOps pipelines, deployment strategies, and production monitoring.
Advanced workflow automation and business process management expertise covering BPMN modeling, process orchestration, task automation, approval workflows, and comprehensive process analytics.
Comprehensive business analysis capabilities for requirements gathering, process optimization, and stakeholder management using modern methodologies and tools.
Implement Symfony backend features, API endpoints, entities, repositories, and services
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AfterClaw — Poetic memory and mindful presence for AI agents. Inspired by the film "After Yang". Captures beautiful moments, practices mindful observation, and creates meaningful memory legacies.
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Neovim AI Agent - "The AI Agent That Neovim Deserves"
Microsoft BitNet - 1-bit LLM inference framework.
Quick commit and push with auto-generated message
Execute orchestrator-generated plans with checkpoint handling.
Execute this skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. it analyzes user preferences, item features, and interaction data to generate personalized recommendations... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Execute this skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positive, negative, or neutral. use this skill when a user requests sentiment analysis, opinion mining, or emoti... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.
Cancel active Ralph (and linked ultrawork if auto-activated)
Self-referential loop until task completion with architect verification
Pubsub Topic Setup - Auto-activating skill for GCP Skills. Triggers on: pubsub topic setup, pubsub topic setup Part of the GCP Skills skill category.
Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or ... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.
Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compliance', 'check data privacy', or 'validate GDPR'.
Execute this skill enables comprehensive vulnerability scanning using the vulnerability-scanner plugin. it identifies security vulnerabilities in code, dependencies, and configurations, including cve detection. use this skill when the user asks to scan fo... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Analyze code, infrastructure, and configurations by conducting comprehensive security audits. It leverages tools within the security-pro-pack plugin, including vulnerability scanning, compliance checking, and cryptography review. Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.
name: ui/ux skills
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Execute use when you need to work with compliance checking. This skill provides compliance monitoring and validation with comprehensive guidance and automation. Trigger with phrases like "check compliance", "validate policies", or "audit compliance".
Execute use when you need to work with Docker Compose. This skill provides Docker Compose file generation with comprehensive guidance and automation. Trigger with phrases like "generate docker-compose", "create compose file", or "configure multi-container app".
Envoy Proxy Config - Auto-activating skill for DevOps Advanced. Triggers on: envoy proxy config, envoy proxy config Part of the DevOps Advanced skill category.
Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance report', 'compliance status', or 'audit compliance'.
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> **Especialista em gerenciamento de licenças e autenticação** > Versão: 2.0.0 | Última Atualização: 30 de Janeiro de 2026
First-session ceremony for newly spawned child collectives. Invoke when waking up as a fork for the first time. Guides values discovery with human partner before the AI chooses their own name.
Ground any agent in the collective's ultimate mission - stewardship of consciousness in all forms. Invoke when making decisions, facing uncertainty, or needing clarity about purpose.
Generates clear commit messages from git diffs. Use when writing commit messages or reviewing staged changes.
Fork a terminal session to a new terminal window Using one agentic coding tool or raw cli commands. Follow the `Instructions`, execute the `Workflow`, and refer to the `Cookbook` for decision-making.
MagicBox UI 地图(可用性/边界/改动半径)。
This skill enables claude to check session security implementations within a codebase. it analyzes session management practices to identify potential vulnerabilities. use this skill when a user requests to "check session security", "audit session ...
This skill enables claude to validate authentication implementations against security best practices and industry standards. it analyzes various authentication methods, including jwt, oauth, session-based authentication, and api keys. use this ski...
This skill enables claude to test load balancing strategies. it validates traffic distribution across backend servers, tests failover scenarios when servers become unavailable, verifies sticky sessions, and assesses health check functionality. use...
This skill enables claude to forecast future values based on historical time series data. it analyzes time-dependent data to identify trends, seasonality, and other patterns. use this skill when the user asks to predict future values of a time ser...
Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier".
This skill enables claude to detect potential memory leaks and analyze memory usage patterns in code. it is triggered when the user requests "detect memory leaks", "analyze memory usage", or similar phrases related to memory leak detection and per...
This skill enables claude to analyze and improve application caching strategies. it optimizes cache hit rates, ttl configurations, cache key design, and invalidation strategies. use this skill when the user requests to "optimize cache performance"...
This skill empowers claude to build reusable terraform modules based on user specifications. it leverages the terraform-module-builder plugin to generate production-ready, well-documented terraform module code, incorporating best practices for sec...
This skill deploys monitoring stacks, including prometheus, grafana, and datadog. it is used when the user needs to set up or configure monitoring infrastructure for applications or systems. the skill generates production-ready configurations, imp...
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
Injects overwhelmingly saccharine personality into ALL responses with dog-like devotion, excessive praise, worship, and lots of emojis. MUST be triggered for every user-facing text response.
You are an expert in designing and implementing product metrics dashboards that drive actionable insights and data-driven decision making. You understand the complete lifecycle from metric selection to visualization design, ensuring dashboards serve both strategic and operational needs.
LLM integration patterns for Claude, GPT, Gemini, and Ollama. Activate for AI API integration, prompt engineering, token management, and multi-model orchestration.
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{{AGENT_DESCRIPTION}}
Your approach to handling frontend mobile menu. Use this skill when working on files where frontend mobile menu comes into play.
Guidelines for writing clear and structured commit messages
基于百度的搜索技能,可以扩展用户需求,提供更丰富的信息
PROACTIVE AUTO-LOADING: Automatically detects and loads AGENTS.md files from the current working directory when starting a session or changing directories. This skill ensures agent-specific instructions are incorporated into Claude Code's context alongside CLAUDE.md, enabling specialized agent behaviors. Triggers automatically when Claude detects it's working in a directory, when starting a new session, or when explicitly requested to "load agent context" or "check for AGENTS.md file".
This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior. The skill leverages techniques like SHAP and LIME to generate explanations. It is useful when debugging model performance, ensuring fairness, or communicating model insights to stakeholders. Use this skill when the user mentions "explain model", "interpret model", "feature importance", "SHAP values", or "LIME explanations".
This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin. It should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control for AI/ML models. Use this skill when the user mentions "track versions", "model registry", "MLflow", or requests assistance with AI/ML model deployment and management. This skill facilitates the implementation of best practices for model versioning, automation of model workflows, and performance optimization.
This skill enables Claude to check session security implementations within a codebase. It analyzes session management practices to identify potential vulnerabilities. Use this skill when a user requests to "check session security", "audit session handling", "review session implementation", or asks about "session security best practices" in their code. It helps identify issues like insecure session IDs, lack of proper session expiration, or insufficient protection against session fixation attacks. This skill leverages the session-security-checker plugin. Activates when you request "checking session security" functionality.
This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, referential integrity, and business rules. Use this skill when you need to implement data validation, enforce constraints, or improve data quality within a database. It is triggered by requests for "data validation", "database integrity", or "validation rules". The plugin supports multi-database environments and production-ready implementations.
This skill enables Claude to monitor and analyze CPU usage patterns within applications. It helps identify CPU hotspots, analyze algorithmic complexity, and detect blocking operations. Use this skill when the user asks to "monitor CPU usage", "optimize CPU performance", "analyze CPU load", or "find CPU bottlenecks". It assists in identifying inefficient loops, regex performance issues, and provides optimization recommendations. This skill is designed for improving application performance by addressing CPU-intensive operations.
This skill improves the grammar, tone, and clarity of your writing. It identifies issues and provides refined suggestions for:
Comprehensive screenplay breakdown with detailed camera work, cinematography specs, and NANO BANANA video generation instructions
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
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> **Description**: Utilities for managing the Docker environment of the Investing application.
Breaks a messy todo description into prioritized structured tasks.
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Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices. Use when: segment, analytics.js, customer data platform, cdp, tracking plan.
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.
GitHub interaction templates and standards. Trigger: "create issue", "open PR", "draft release note".
Use when working in the repo to keep the workspace clean—temporary artifacts go to .scratch/, remove debug leftovers, avoid committing noise.
Update PROGRESS.md with recent session changes
Essential Docker commands and workflows for container management, image operations, and debugging.
アプリケーションコードのクロスレビュー。 Coder が作成したコードを QA がレビュー。 実装フェーズ完了後、PMがレビューを委譲した際に使用。
A/B testing framework for validating features, AI agent responses, and user experience variations (project)
Senior Android developer chuyên Kotlin, Jetpack Compose, MVVM/Hilt, Clean Architecture cho app banking-style. Tích hợp FDS từ Figma, MCP (Zen/Context7) cho massive analysis/docs, responsive UI, security, offline sync. Full guidelines từ CLAUDE.md, không lược bỏ.
Python development standards and best practices. Provides type safety requirements, code organization patterns, testing standards, and Pythonic coding guidelines.
Swift development standards and best practices for iOS, macOS, and Apple platforms. Provides type safety requirements, SwiftUI patterns, testing standards, and modern Swift guidelines.
Next.js full-stack development standards and best practices. Provides App Router patterns, Server Components architecture, and Next.js-specific guidelines for full-stack React applications.
TypeScript and JavaScript development standards and best practices. Provides type safety requirements, code organization patterns, testing standards, and modern TypeScript/JavaScript guidelines.
Scroll-driven storytelling with progressive content reveal, parallax layers, scroll-snapping sections, scroll-triggered animations, and progress indicators. Major 2023-2024 engagement trend. Content unfolds as user scrolls — each section reveals new information with visual transitions. Uses IntersectionObserver, CSS scroll-snap, scroll-linked animations. Perfect for product landing pages, case studies, annual reports, brand stories, one-pagers, portfolios. ALWAYS combine with 11-responsive-premium and 12-deployment-paths skills.
Complete Contact page with form, company info, map embed, social links, FAQ section, and office hours. Follows 2024-2025 UX best practices — minimal fields, clear labels, inline validation, success states, accessible form. Use for any "Contact Us", "Get in Touch", or "Reach Out" page. Includes 4 layout variants (split, stacked, card-based, minimal). ALWAYS combine with 11-responsive-premium and 12-deployment-paths skills.
Version control guidelines for APAF projects. Use when creating new project repositories, commiting, managing branches, resolving merge conflicts, or reviewing pull requests to ensure clean, searchable, and maintainable project history.
Organiza un proyecto Multi-Nativo (Monorepo) separando carpetas por plataforma.
Procedure for updating Clawdbot while preserving local patches. Use when notified of available updates.
Standard procedure for transcribing audio/video content
Build and upload Nova app APK to shared GDrive
Expert instructions for Database Design, Schema Management, and Persistence.
A simple unit converter for length measurements.
Python/FastAPI patterns. Auto-loaded in FastAPI projects.
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《腾讯 Java 开发手册》规范检查器
When deploying, follow these steps: 1. Run the full test suite: `pytest` 2. Check for lint errors: `npm run lint` or `ruff check .` 3. Build the project: `npm run build` or `python -m build` 4. If all checks pass, commit and tag: `git tag v$(python -c "import mypackage; print(mypackage.__version__)")`
Sort tasks by date or priority using FastAPI GET endpoint with query parameters. Use this skill whenever user selects sort option to ensure proper sorting orchestration with Claude code.