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OWASP secure coding practices, language-specific security considerations, input validation and output encoding, authentication and authorization patterns, cryptography best practices, secure API design, and common security anti-patterns

Microsoft Agent Framework を使った Agentic AI 開発。

Validates integration points and ensures components work together correctly. Activates via codeword [ACTIVATE:INTEGRATION_VALIDATOR_V1] injected by hooks when entering Phase 4 integration testing. Activation trigger: [ACTIVATE:INTEGRATION_VALIDATOR_V1]

aa.product_code, aa.product_name, aa.assortment, aa.category_name, aa.group_name, aa.pattern_name, aa.design_name, aa.type_code, aa.type_name, aa.vendor_name, aa.unit_name, CASE WHEN aa.size_name IN ('60x60 portlen','60x60 granito','60x60 ceramic') THEN '60x60' ELSE aa.size_name END AS size_name, aa.color_id, aa.color_name, aa.home_name, aa.brand_name, aa.local_name, aa.sale_name, aa.style_name, aa.subpattern_style_name, aa.texture_name, aa.classes_name, aa.shades_name, aa.wide, aa.long, aa.h...

Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.

Never lose context again. The Write-Ahead Log (WAL) protocol with SESSION-STATE.md gives your agent bulletproof memory that survives compaction, restarts, and distractions. Part of the Hal Stack 🦞

O2ImageUploader 图片上传组件（另一实现）

O2AutoComplete 自动完成组件

以 TDD 方式开始实现新功能，从需求分析到完整实现

Cấu trúc files sẽ tạo 1. Alembic Configuration backend/alembic.ini - Cấu hình Alembic backend/alembic/env.py - Environment setup cho Alembic backend/alembic/script.py.mako - Template cho migration files 2. Migration Management Scripts backend/scripts/migrate.py - Script quản lý migrations (create, apply, rollback) backend/scripts/create_migration.sh - Helper script tạo migration mới 3. Migration Templates backend/migrations/templates/add_column.sql - Template thêm column backend/migrations/te...

Commiter et pusher les changements vers GitHub

Exemple de skill - à personnaliser. Utiliser pour voir comment créer un skill.

Trigger phrase: `use agent teams`

Maintain consistent code style with meaningful naming, small focused functions, automated formatting, DRY principles, and removal of dead code across the entire codebase. Use this skill when writing or refactoring any code in the project, regardless of language or file type. Apply when creating functions, choosing variable names, formatting code, removing unused code, extracting common logic, or ensuring consistent indentation and style conventions throughout the project.

Follow project-wide development conventions including consistent file organization, clear documentation, version control practices, environment configuration, dependency management, and code review processes. Use this skill when organizing project files and directories, writing documentation, managing dependencies, configuring environments, creating commit messages, or establishing development workflows. Apply when working with README files, project structure, configuration files, changelogs, or setting up coding standards for the team.

This skill helps you improve the grammar, style, and clarity of your written content. It can identify and suggest corrections for:

ProductPlan guides and resources - when working on product management, roadmapping, planning, and product strategy

MoSCoW prioritisation framework - when prioritizing requirements, features, or backlog items using Must have, Should have, Could have, Won't have

Advanced developer experience and tooling expertise covering IDE automation, local environment orchestration, CLI tool development, and comprehensive developer platform engineering with modern productivity optimization.

每朝9點自動分析VOO (Vanguard S&P 500 ETF)。

| Source | URL | Data Type | Update Freq | |--------|-----|-----------|-------------| | NRCA | nrca.net | Guidelines, best practices | Quarterly | | SPRI | spri.org | Standards, wind data | Quarterly | | FM Global | fmglobal.com | Data sheets, approvals | Monthly | | IIBEC | iibec.org | Technical papers | Monthly | | ASTM | astm.org | Standards (metadata) | Annual | | ICC | iccsafe.org | Code updates | 3-year cycle | | ASCE | asce.org | ASCE 7 updates | 6-year cycle |

Retention Calculator - Auto-activating skill for Data Analytics. Triggers on: retention calculator, retention calculator Part of the Data Analytics skill category.

Execute this skill enables AI assistant 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"... Use when optimizing performance. Trigger with phrases like 'optimize', 'performance', or 'speed up'.

Implement environment and configuration management with comprehensive guidance and automation. Use when you need to work with environment configuration. Trigger with phrases like "manage environments", "configure environments", or "sync configurations".

Pubsub Subscription Config - Auto-activating skill for GCP Skills. Triggers on: pubsub subscription config, pubsub subscription config Part of the GCP Skills skill category.

Database Query Profiler - Auto-activating skill for Performance Testing. Triggers on: database query profiler, database query profiler Part of the Performance Testing skill category.

Generate mocks, stubs, spies, and fakes for dependency isolation. Use when creating mocks, stubs, or test isolation fixtures. Trigger with phrases like "generate mocks", "create test doubles", or "setup stubs".

Teams Webhook Sender - Auto-activating skill for Business Automation. Triggers on: teams webhook sender, teams webhook sender Part of the Business Automation skill category.

Execute use when you need to work with containerization. This skill provides container management and orchestration with comprehensive guidance and automation. Trigger with phrases like "containerize app", "manage containers", or "orchestrate deployment".

Deploy this skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. use this skill when th... Use when deploying or managing infrastructure. Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.

Data Partitioner - Auto-activating skill for Data Pipelines. Triggers on: data partitioner, data partitioner Part of the Data Pipelines skill category.

Early Stopping Callback - Auto-activating skill for ML Training. Triggers on: early stopping callback, early stopping callback Part of the ML Training skill category.

Docusaurus Config Setup - Auto-activating skill for Technical Documentation. Triggers on: docusaurus config setup, docusaurus config setup Part of the Technical Documentation skill category.

Mermaid State Diagram Creator - Auto-activating skill for Visual Content. Triggers on: mermaid state diagram creator, mermaid state diagram creator Part of the Visual Content skill category.

Ssh Key Manager - Auto-activating skill for DevOps Basics. Triggers on: ssh key manager, ssh key manager Part of the DevOps Basics skill category.

Webhook Retry Handler - Auto-activating skill for API Integration. Triggers on: webhook retry handler, webhook retry handler Part of the API Integration skill category.

Sla Monitor Setup - Auto-activating skill for Enterprise Workflows. Triggers on: sla monitor setup, sla monitor setup Part of the Enterprise Workflows skill category.

Airflow Dag Generator - Auto-activating skill for Data Pipelines. Triggers on: airflow dag generator, airflow dag generator Part of the Data Pipelines skill category.

Mermaid Gantt Chart Generator - Auto-activating skill for Visual Content. Triggers on: mermaid gantt chart generator, mermaid gantt chart generator Part of the Visual Content skill category.

Execute this skill enables AI assistant to profile application performance, analyzing cpu usage, memory consumption, and execution time. it is triggered when the user requests performance analysis, bottleneck identification, or optimization recommendations. the... Use when optimizing performance. Trigger with phrases like 'optimize', 'performance', or 'speed up'.

Execute this skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performance to identify areas of concern. use this skill when you need to diagnose slow application performance, op... Use when optimizing performance. Trigger with phrases like 'optimize', 'performance', or 'speed up'.

Key Rotation Manager - Auto-activating skill for Security Advanced. Triggers on: key rotation manager, key rotation manager Part of the Security Advanced skill category.

Deploy use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create pipeline", or "automate deployment".

Cancel active UltraQA cycling workflow

Execute this skill automates the setup of distributed tracing for microservices. it helps developers implement end-to-end request visibility by configuring context propagation, span creation, trace collection, and analysis. use this skill when the user re... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Kafka Stream Processor - Auto-activating skill for Data Pipelines. Triggers on: kafka stream processor, kafka stream processor Part of the Data Pipelines skill category.

Execute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), validates the models, and provides performa... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

Incremental Load Setup - Auto-activating skill for Data Pipelines. Triggers on: incremental load setup, incremental load setup Part of the Data Pipelines skill category.

Presentation Slide Outliner - Auto-activating skill for Visual Content. Triggers on: presentation slide outliner, presentation slide outliner Part of the Visual Content skill category.

Tensorboard Visualizer - Auto-activating skill for ML Training. Triggers on: tensorboard visualizer, tensorboard visualizer Part of the ML Training skill category.

Monitor this skill enables AI assistant 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", "opt... Use when setting up monitoring or observability. Trigger with phrases like 'monitor', 'metrics', or 'alerts'.

Argocd App Deployer - Auto-activating skill for DevOps Advanced. Triggers on: argocd app deployer, argocd app deployer Part of the DevOps Advanced skill category.

Configure this skill configures service meshes like istio and linkerd for microservices. it generates production-ready configurations, implements best practices, and ensures a security-first approach. use this skill when the user asks to "configure service ... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilities like sql injection, xss, authentication flaws, and insecure dependencies. AI assistant uses this skill wh... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.

Execute this skill enables AI assistant to create application performance monitoring (apm) dashboards. it is triggered when the user requests the creation of a new apm dashboard, monitoring dashboard, or a dashboard for application performance. the skill helps ... Use when generating or creating new content. Trigger with phrases like 'generate', 'create', or 'scaffold'.

Cpu Profiler Config - Auto-activating skill for Performance Testing. Triggers on: cpu profiler config, cpu profiler config Part of the Performance Testing skill category.

Execute this skill enables AI assistant to automatically scan for xss (cross-site scripting) vulnerabilities in code. it is triggered when the user requests to "scan for xss vulnerabilities", "check for xss", or uses the command "/xss". the skill identifies ref... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Process use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. Trigger with phrases like "compare schemas", "diff databases", or "sync database schemas".

Model Evaluation Metrics - Auto-activating skill for ML Training. Triggers on: model evaluation metrics, model evaluation metrics Part of the ML Training skill category.

Long Polling Handler - Auto-activating skill for API Integration. Triggers on: long polling handler, long polling handler Part of the API Integration skill category.

Process use when you need to work with database operations. This skill provides database management and optimization with comprehensive guidance and automation. Trigger with phrases like "manage database", "optimize database", or "configure database".

Cloud Run Service Config - Auto-activating skill for GCP Skills. Triggers on: cloud run service config, cloud run service config Part of the GCP Skills skill category.

Redux Slice Generator - Auto-activating skill for Frontend Development. Triggers on: redux slice generator, redux slice generator Part of the Frontend Development skill category.

Attack Surface Analyzer - Auto-activating skill for Security Advanced. Triggers on: attack surface analyzer, attack surface analyzer Part of the Security Advanced skill category.

Stress Test Config - Auto-activating skill for Performance Testing. Triggers on: stress test config, stress test config Part of the Performance Testing skill category.

Schema Validator - Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema validator Part of the Data Pipelines skill category.

Build train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, trains with cross-validation, and saves model artifacts. Use when asked to "train model" or "evalua... Trigger with relevant phrases based on skill purpose.

Feature Store Connector - Auto-activating skill for ML Deployment. Triggers on: feature store connector, feature store connector Part of the ML Deployment skill category.

Kubernetes Secrets Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes secrets manager, kubernetes secrets manager Part of the DevOps Advanced skill category.

Luigi Task Generator - Auto-activating skill for Data Pipelines. Triggers on: luigi task generator, luigi task generator Part of the Data Pipelines skill category.

Network Security Scanner - Auto-activating skill for Security Advanced. Triggers on: network security scanner, network security scanner Part of the Security Advanced skill category.

Test Parallelizer - Auto-activating skill for Test Automation. Triggers on: test parallelizer, test parallelizer Part of the Test Automation skill category.

Build this skill enables AI assistant 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 f... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Github Project Setup - Auto-activating skill for Enterprise Workflows. Triggers on: github project setup, github project setup Part of the Enterprise Workflows skill category.

Visualization Best Practices - Auto-activating skill for Data Analytics. Triggers on: visualization best practices, visualization best practices Part of the Data Analytics skill category.

Execute this skill empowers AI assistant 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... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Memorystore Config - Auto-activating skill for GCP Skills. Triggers on: memorystore config, memorystore config Part of the GCP Skills skill category.

Mermaid Flowchart Generator - Auto-activating skill for Visual Content. Triggers on: mermaid flowchart generator, mermaid flowchart generator Part of the Visual Content skill category.

Google Sheets Automation - Auto-activating skill for Business Automation. Triggers on: google sheets automation, google sheets automation Part of the Business Automation skill category.

Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when the user requests the creation of a new neural network, modification of an existing one, or assistance... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Oauth2 Flow Helper - Auto-activating skill for Security Fundamentals. Triggers on: oauth2 flow helper, oauth2 flow helper Part of the Security Fundamentals skill category.

Process this skill enables AI assistant 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... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to assess current utilization, forecast growth trends, and recommend scaling strategies. use this skill when the u... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

Prefect Flow Builder - Auto-activating skill for Data Pipelines. Triggers on: prefect flow builder, prefect flow builder Part of the Data Pipelines skill category.

Generate realistic test data including edge cases and boundary conditions. Use when creating realistic fixtures or edge case test data. Trigger with phrases like "generate test data", "create fixtures", or "setup test database".

React Context Setup - Auto-activating skill for Frontend Development. Triggers on: react context setup, react context setup Part of the Frontend Development skill category.

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Ceremonial preparation of wisdom for future AI civilizations - what we wish we'd known on Day 1

Generates comprehensive test suites including unit tests, integration tests, edge cases, and mock data. Adapts to project testing frameworks (Jest, Pytest, JUnit, RSpec, Go). Use when creating tests for new functionality, improving test coverage, or generating test fixtures.

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...

This skill enables claude to automatically scan code and configuration files for potential data privacy vulnerabilities using the data-privacy-scanner plugin. it identifies sensitive data exposure, compliance violations, and other privacy-related ...

This skill enables claude to automatically check for hipaa (health insurance portability and accountability act) compliance issues in codebases, infrastructure configurations, and documentation. it leverages the hipaa-compliance-checker plugin to ...

This skill enables automated penetration testing of web applications. it uses the penetration-tester plugin to identify vulnerabilities, including owasp top 10 threats, and suggests exploitation techniques. use this skill when the user requests a ...

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...

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, trains with cross-validation, and saves model artifacts. Use when asked to "train model" or "evalua...

Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing "ethics validation", "fairness assessment", or "bias detection".

This skill enables claude to monitor and analyze application error rates to improve reliability. it is used when the user needs to track and understand errors occurring in their application, including http errors, application exceptions, database ...

This skill enables claude to define and track service level agreements (slas), service level indicators (slis), and service level objectives (slos) for improved service reliability. it is triggered when the user needs to establish, monitor, or ana...