jeremylongshore

by jeremylongshore

Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams

by jeremylongshore

This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user reques...

by jeremylongshore

Aggregate breaking crypto news, announcements, and market-moving events in real-time.Use when staying updated on crypto market events.Trigger with ...

by jeremylongshore

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data fr...

by jeremylongshore

This skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to asses...

by jeremylongshore

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigg...

by jeremylongshore

Analyze dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check depende...

by jeremylongshore

Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss.Use when analyzing DEX liquidity pools.Trigger with phrases like "...

by jeremylongshore

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when trouble...

by jeremylongshore

Analyze crypto market sentiment from social media, news, and on-chain metrics.Use when gauging market sentiment and social trends.Trigger with phra...

by jeremylongshore

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trig...

by jeremylongshore

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API call...

by jeremylongshore

Calculate NFT rarity scores and floor prices across collections and marketplaces.Use when analyzing NFT collections and rarity.Trigger with phrases...

by jeremylongshore

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like...

by jeremylongshore

Track crypto options flow to identify institutional positioning and market sentiment.Use when tracking institutional options flow.Trigger with phra...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers,...

by jeremylongshore

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits ...

by jeremylongshore

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze...

by jeremylongshore

This skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positi...

by jeremylongshore

This skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when...

by jeremylongshore

Use when you need to archive historical database records to reduce primary database size.This skill automates moving old data to archive tables or ...

by jeremylongshore

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare f...

by jeremylongshore

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigg...

by jeremylongshore

Review crypto wallet security including private key management and transaction signing.Use when auditing wallet security practices.Trigger with phr...

by jeremylongshore

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing ...

by jeremylongshore

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Tri...

by jeremylongshore

Build secure API authentication systems with OAuth2, JWT, API keys, and session management.Use when implementing secure authentication flows.Trigge...

by jeremylongshore

Create API gateways with routing, load balancing, rate limiting, and authentication.Use when routing and managing multiple API services.Trigger wit...

by jeremylongshore

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows fr...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidanc...

by jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classif...

by jeremylongshore

Use when constructing GitOps workflows using ArgoCD or Flux. Trigger with phrases like "create GitOps workflow", "setup ArgoCD", "configure Flux", ...

by jeremylongshore

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions.Use when building GraphQL APIs with schemas and resolvers.T...

by jeremylongshore

This skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used w...

by jeremylongshore

This skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. ...

by jeremylongshore

This skill empowers AI assistant to build reusable terraform modules based on user specifications. it leverages the terraform-module-builder plugin...

by jeremylongshore

Build scalable WebSocket servers for real-time bidirectional communication.Use when enabling real-time bidirectional communication.Trigger with phr...

by jeremylongshore

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with p...

by jeremylongshore

Draft changelog PRs by collecting GitHub/Slack/Git changes, formatting with templates, running quality gates, and preparing a branch/PR. Use when g...

by jeremylongshore

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance',...

by jeremylongshore

Use when you need to work with compliance checking.This skill provides compliance monitoring and validation with comprehensive guidance and automat...

by jeremylongshore

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP ...

by jeremylongshore

Analyze session management implementations to identify security vulnerabilities in web applications.Use when you need to audit session handling, ch...

by jeremylongshore

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when moni...

by jeremylongshore

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with auto-scaling.This skill provides auto-scaling configuration with comprehensive guidance and automation.Trigger with ...

by jeremylongshore

Use when configuring load balancers including ALB, NLB, Nginx, and HAProxy. Trigger with phrases like "configure load balancer", "create ALB", "set...

by jeremylongshore

This skill configures service meshes like istio and linkerd for microservices. it generates production-ready configurations, implements best practi...

by jeremylongshore

This skill enables AI assistant to create intelligent alerting rules for proactive performance monitoring. it is triggered when the user requests t...

by jeremylongshore

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger ...

by jeremylongshore

This skill enables AI assistant to create application performance monitoring (apm) dashboards. it is triggered when the user requests the creation ...

by jeremylongshore

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or ...

by jeremylongshore

This skill enhances AI assistant's ability to conduct web research and translate findings into actionable github issues. it automates the process o...

by jeremylongshore

Create webhook endpoints with signature verification, retry logic, and payload validation.Use when receiving and processing webhook events.Trigger ...

by jeremylongshore

This skill enables AI assistant to deploy machine learning models to production environments. it automates the deployment workflow, implements best...

by jeremylongshore

Use when deploying monitoring stacks including Prometheus, Grafana, and Datadog. Trigger with phrases like "deploy monitoring stack", "setup promet...

by jeremylongshore

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.T...

by jeremylongshore

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected...

by jeremylongshore

Use when you need to work with deadlock detection.This skill provides deadlock detection and resolution with comprehensive guidance and automation....

by jeremylongshore

Use when detecting infrastructure drift from desired state. Trigger with phrases like "check for drift", "infrastructure drift detection", "compare...

by jeremylongshore

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or id...

by jeremylongshore

This skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performan...

by jeremylongshore

Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing per...

by jeremylongshore

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, r...

by jeremylongshore

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger wit...

by jeremylongshore

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'valid...

by jeremylongshore

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. U...

by jeremylongshore

This skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics. it should be used when the user requests...

by jeremylongshore

This skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests ...

by jeremylongshore

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger wi...

by jeremylongshore

Detect profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigger...

by jeremylongshore

Identify security misconfigurations in infrastructure-as-code, application settings, and system configurations.Use when you need to audit Terraform...

by jeremylongshore

Manage Firebase/Firestore operations including CRUD, queries, batch processing, and index/rule guidance.Use when you need to create/update/query Fi...

by jeremylongshore

This skill enables AI assistant to forecast future values based on historical time series data. it analyzes time-dependent data to identify trends,...

by jeremylongshore

Perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Generate API contracts and OpenAPI specifications from code or design documents.Use when documenting API contracts and specifications.Trigger with ...

by jeremylongshore

Create comprehensive API documentation with examples, authentication guides, and SDKs.Use when creating comprehensive API documentation.Trigger wit...

by jeremylongshore

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrase...

by jeremylongshore

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance rep...

by jeremylongshore

Generates conventional commit messages using AI. It analyzes code changes and suggests a commit message adhering to the conventional commits specif...

by jeremylongshore

This skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker l...

by jeremylongshore

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger...

by jeremylongshore

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers.Use when creating high-performance gRPC services.Trigger with p...

by jeremylongshore

Use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kube...

by jeremylongshore

Use when generating infrastructure as code configurations. Trigger with phrases like "create Terraform config", "generate CloudFormation template",...

by jeremylongshore

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Tri...

by jeremylongshore

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger ...

by jeremylongshore

Generate comprehensive security audit reports for applications and systems.Use when you need to assess security posture, identify vulnerabilities, ...

by jeremylongshore

Use when generating conventional commit messages from staged git changes. Trigger with phrases like "create commit message", "generate smart commit...

by jeremylongshore

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with ...

by jeremylongshore

Generate mocks, stubs, spies, and fakes for dependency isolation.Use when creating mocks, stubs, or test isolation fixtures.Trigger with phrases li...

by jeremylongshore

Generate comprehensive test reports with metrics, coverage, and visualizations.Use when performing specialized testing.Trigger with phrases like "g...

by jeremylongshore

Generate trading signals using technical indicators and on-chain metrics.Use when receiving trading signals and alerts.Trigger with phrases like "g...

by jeremylongshore

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test cove...

by jeremylongshore

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Implement standardized error handling with proper HTTP status codes and error responses.Use when implementing standardized error handling.Trigger w...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-...

by jeremylongshore

Use when you need to implement multi-tier caching to improve database performance.This skill sets up Redis, in-memory caching, and CDN layers to re...

by jeremylongshore

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up use...

by jeremylongshore

This skill enables AI assistant to seamlessly integrate with various secrets managers like hashicorp vault and aws secrets manager. it generates co...

by jeremylongshore

Execute comprehensive load and stress testing to validate API performance and scalability.Use when validating API performance under load.Trigger wi...

by jeremylongshore

Monitor and log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trig...

by jeremylongshore

Implement intelligent API response caching with Redis, Memcached, and CDN integration.Use when optimizing API performance with caching.Trigger with...

by jeremylongshore

Enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, rev...

by jeremylongshore

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automati...

by jeremylongshore

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.T...

by jeremylongshore

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automat...

by jeremylongshore

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger...

by jeremylongshore

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trig...

by jeremylongshore

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test ...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Implement environment and configuration management with comprehensive guidance and automation.Use when you need to work with environment configurat...

by jeremylongshore

Use when managing Kubernetes network policies and firewall rules. Trigger with phrases like "create network policy", "configure firewall rules", "r...

by jeremylongshore

Create and validate component snapshots for UI regression testing.Use when performing specialized testing.Trigger with phrases like "update snapsho...

by jeremylongshore

This skill enables AI assistant to manage and monitor ssl/tls certificates using the ssl-certificate-manager plugin. it is activated when the user ...

by jeremylongshore

Provision and manage isolated test environments with configuration and data.Use when performing specialized testing.Trigger with phrases like "mana...

by jeremylongshore

Implement API migrations between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phr...

by jeremylongshore

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger ...

by jeremylongshore

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger wit...

by jeremylongshore

Build real-time API monitoring dashboards with metrics, alerts, and health checks.Use when tracking API health and performance metrics.Trigger with...

by jeremylongshore

This skill enables AI assistant to monitor and analyze cpu usage patterns within applications. it helps identify cpu hotspots, analyze algorithmic ...

by jeremylongshore

Monitor cross-chain bridge security, liquidity, and transaction status across networks.Use when monitoring cross-chain asset transfers.Trigger with...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and...

by jeremylongshore

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "t...

by jeremylongshore

This skill enables AI assistant to analyze and improve application caching strategies. it optimizes cache hit rates, ttl configurations, cache key ...

by jeremylongshore

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automatio...

by jeremylongshore

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automati...

by jeremylongshore

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimi...

by jeremylongshore

Find and compare DeFi yield opportunities across protocols with APY calculations.Use when finding optimal DeFi yield opportunities.Trigger with phr...

by jeremylongshore

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger...

by jeremylongshore

This skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance. it analyzes the prompt, ...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Compare staking rewards across validators and networks with ROI calculations.Use when optimizing proof-of-stake rewards.Trigger with phrases like "...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent coll...

by jeremylongshore

Coordinate parallel test execution across multiple environments and frameworks.Use when performing specialized testing.Trigger with phrases like "o...

by jeremylongshore

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrase...

by jeremylongshore

Perform security penetration testing to identify vulnerabilities. Use when conducting security assessments. Trigger with 'run pentest', 'security t...

by jeremylongshore

This skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, gener...

by jeremylongshore

Analyze code, infrastructure, and configurations by conducting comprehensive security audits. It leverages tools within the security-pro-pack plugi...

by jeremylongshore

This skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabi...

by jeremylongshore

Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues.Use when performing security ass...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data ...

by jeremylongshore

Optimize bulk API requests with batching, throttling, and parallel execution.Use when processing bulk API operations efficiently.Trigger with phras...

by jeremylongshore

Process images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classifica...

by jeremylongshore

This skill enables AI assistant to profile application performance, analyzing cpu usage, memory consumption, and execution time. it is triggered wh...

by jeremylongshore

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottleneck...

by jeremylongshore

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas.Use when protecting APIs from excessive requests.Trigger with...

by jeremylongshore

Analyze and guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify inci...

by jeremylongshore

Optimize trade routing across multiple DEXs to find optimal prices and minimize slippage.Use when routing trades for best execution.Trigger with ph...

by jeremylongshore

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests"...

by jeremylongshore

Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "c...

by jeremylongshore

Execute end-to-end tests covering full user workflows across frontend and backend.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Execute integration tests validating component interactions and system integration.Use when performing specialized testing.Trigger with phrases lik...

by jeremylongshore

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load co...

by jeremylongshore

Execute mutation testing to evaluate test suite effectiveness.Use when performing specialized testing.Trigger with phrases like "run mutation tests...

by jeremylongshore

Execute load testing, stress testing, and performance benchmarking.Use when performing specialized testing.Trigger with phrases like "run load test...

by jeremylongshore

Execute fast smoke tests validating critical functionality after deployment.Use when performing specialized testing.Trigger with phrases like "run ...

by jeremylongshore

Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).Use when auditing WCAG compliance or screen reader compatibility.T...

by jeremylongshore

Detect API security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trigger...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'c...

by jeremylongshore

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR co...

by jeremylongshore

Detect exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed keys'...

by jeremylongshore

This skill enables comprehensive vulnerability scanning using the vulnerability-scanner plugin. it identifies security vulnerabilities in code, dep...

by jeremylongshore

This skill enables AI assistant to automatically scan for xss (cross-site scripting) vulnerabilities in code. it is triggered when the user request...

by jeremylongshore

Scan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input validation', 'check...

by jeremylongshore

Detect significant price movements and unusual volume across crypto markets.Use when tracking significant price movements.Trigger with phrases like...

by jeremylongshore

This skill automates the setup of distributed tracing for microservices. it helps developers implement end-to-end request visibility by configuring...

by jeremylongshore

Implement machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, m...

by jeremylongshore

Use when setting up log aggregation solutions using ELK, Loki, or Splunk. Trigger with phrases like "setup log aggregation", "deploy ELK stack", "c...

by jeremylongshore

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementin...

by jeremylongshore

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "ana...

by jeremylongshore

Analyzes existing plugins to extract their capabilities, then adapts and applies those skills to the current task. Acts as a universal skill chamel...

by jeremylongshore

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "d...

by jeremylongshore

Test skill for E2E validation. Trigger with "run test skill" or "execute test".Use this skill when testing skill activation and tool permissions.

by jeremylongshore

Test across multiple browsers and devices for cross-browser compatibility.Use when ensuring cross-browser or device compatibility.Trigger with phra...

by jeremylongshore

Validate load balancer behavior, failover, and traffic distribution.Use when performing specialized testing.Trigger with phrases like "test load ba...

by jeremylongshore

Execute mobile app testing on iOS and Android devices/simulators.Use when performing specialized testing.Trigger with phrases like "test mobile app...

by jeremylongshore

Detect visual changes in UI components using screenshot comparison.Use when detecting unintended UI changes or pixel differences.Trigger with phras...

by jeremylongshore

Implement API throttling policies to protect backend services from overload.Use when controlling API request rates.Trigger with phrases like "throt...

by jeremylongshore

Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identif...

by jeremylongshore

Track futures, options, and perpetual swap positions with P&L calculations.Use when tracking futures and options positions.Trigger with phrases lik...

by jeremylongshore

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phr...

by jeremylongshore

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger ...

by jeremylongshore

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...

by jeremylongshore

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "man...

by jeremylongshore

Track and optimize resource usage across application stack including CPU, memory, disk, and network I/O. Use when identifying bottlenecks or optimi...

by jeremylongshore

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability t...

by jeremylongshore

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "t...

by jeremylongshore

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters,...

by jeremylongshore

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to ...

by jeremylongshore

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessmen...

by jeremylongshore

Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).Use when performing specialized testing.Trigger with ph...

by jeremylongshore

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phr...

by jeremylongshore

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases li...

by jeremylongshore

Validate authentication mechanisms for security weaknesses and compliance. Use when reviewing login systems or auth flows. Trigger with 'validate a...

by jeremylongshore

Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', '...

by jeremylongshore

Validate CSRF protection implementations for security gaps. Use when reviewing form security or state-changing operations. Trigger with 'validate C...

by jeremylongshore

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential ...

by jeremylongshore

Validate PCI-DSS compliance for payment card data security. Use when auditing payment systems. Trigger with 'validate PCI-DSS', 'check payment secu...

by jeremylongshore

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API res...

by jeremylongshore

Implement API versioning with backward compatibility, deprecation notices, and migration paths.Use when managing API versions and backward compatib...

by jeremylongshore

Automatic activation for all google vertex ai multimodal operations - Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Validate messaging consistency across website, GitHub repos, and local documentation generating read-only discrepancy reports. Use when checking co...

by jeremylongshore

Enforce complete Taskwarrior integration for all coding tasks with automatic decomposition, time tracking, and dependency management. Use when mana...

by jeremylongshore

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigg...

by jeremylongshore

Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).Use when auditing WCAG compliance or screen reader compatibility.T...

by jeremylongshore

Build production-ready AI agents using Google's Agent Development Kit with Claude integration, React patterns, multi-agent orchestration, and compr...

by jeremylongshore

Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Ba...

by jeremylongshore

Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use...

by jeremylongshore

'Proactive auto-loading: automatically detects and loads agents.md files Use when appropriate context detected. Trigger with relevant phrases based...

by jeremylongshore

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Aggregate breaking crypto news, announcements, and market-moving events in real-time.Use when staying updated on crypto market events.Trigger with ...

by jeremylongshore

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data fr...

by jeremylongshore

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessmen...

by jeremylongshore

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent coll...

by jeremylongshore

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigg...

by jeremylongshore

Check dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependenc...

by jeremylongshore

Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss.Use when analyzing DEX liquidity pools.Trigger with phrases like "...

by jeremylongshore

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when trouble...

by jeremylongshore

Analyze crypto market sentiment from social media, news, and on-chain metrics.Use when gauging market sentiment and social trends.Trigger with phra...

by jeremylongshore

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trig...

by jeremylongshore

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API call...

by jeremylongshore

Calculate NFT rarity scores and floor prices across collections and marketplaces.Use when analyzing NFT collections and rarity.Trigger with phrases...

by jeremylongshore

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like...

by jeremylongshore

Track crypto options flow to identify institutional positioning and market sentiment.Use when tracking institutional options flow.Trigger with phra...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers,...

by jeremylongshore

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits ...

by jeremylongshore

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze...

by jeremylongshore

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected...

by jeremylongshore

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger ...

by jeremylongshore

Build secure API authentication systems with OAuth2, JWT, API keys, and session management.Use when implementing secure authentication flows.Trigge...

by jeremylongshore

Process bulk API requests efficiently with batching, throttling, and parallel execution.Use when processing bulk API operations efficiently.Trigger...

by jeremylongshore

Implement intelligent API response caching with Redis, Memcached, and CDN integration.Use when optimizing API performance with caching.Trigger with...

by jeremylongshore

Generate API contracts and OpenAPI specifications from code or design documents.Use when documenting API contracts and specifications.Trigger with ...

by jeremylongshore

Create comprehensive API documentation with examples, authentication guides, and SDKs.Use when creating comprehensive API documentation.Trigger wit...

by jeremylongshore

Implement standardized error handling with proper HTTP status codes and error responses.Use when implementing standardized error handling.Trigger w...

by jeremylongshore

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger wit...

by jeremylongshore

Perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Create API gateways with routing, load balancing, rate limiting, and authentication.Use when routing and managing multiple API services.Trigger wit...

by jeremylongshore

Execute comprehensive load and stress testing to validate API performance and scalability.Use when validating API performance under load.Trigger wi...

by jeremylongshore

Migrate APIs between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phrases like "m...

by jeremylongshore

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger ...

by jeremylongshore

Build real-time API monitoring dashboards with metrics, alerts, and health checks.Use when tracking API health and performance metrics.Trigger with...

by jeremylongshore

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas.Use when protecting APIs from excessive requests.Trigger with...

by jeremylongshore

Log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trigger with phr...

by jeremylongshore

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phr...

by jeremylongshore

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases li...

by jeremylongshore

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrase...

by jeremylongshore

Scan APIs for security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trig...

by jeremylongshore

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing ...

by jeremylongshore

Manage API throttling policies to protect backend services from overload.Use when controlling API request rates.Trigger with phrases like "throttle...

by jeremylongshore

Manage API versions with backward compatibility, deprecation notices, and migration paths.Use when managing API versions and backward compatibility...

by jeremylongshore

Identify profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigg...

by jeremylongshore

Use when you need to archive historical database records to reduce primary database size.This skill automates moving old data to archive tables or ...

by jeremylongshore

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare f...

by jeremylongshore

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigg...

by jeremylongshore

Audit crypto wallet security including private key management and transaction signing.Use when auditing wallet security practices.Trigger with phra...

by jeremylongshore

Validate authentication mechanisms for security weaknesses and compliance. Use when reviewing login systems or auth flows. Trigger with 'validate a...

by jeremylongshore

Use when you need to work with auto-scaling.This skill provides auto-scaling configuration with comprehensive guidance and automation.Trigger with ...

by jeremylongshore

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing ...

by jeremylongshore

Use when you need to automate database backup processes with scheduling and encryption.This skill creates backup scripts for PostgreSQL, MySQL, Mon...

by jeremylongshore

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows fr...

by jeremylongshore

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Tri...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger wi...

by jeremylongshore

Test across multiple browsers and devices for cross-browser compatibility.Use when ensuring cross-browser or device compatibility.Trigger with phra...

by jeremylongshore

Build secure API authentication systems with OAuth2, JWT, API keys, and session management.Use when implementing secure authentication flows.Trigge...

by jeremylongshore

Create API gateways with routing, load balancing, rate limiting, and authentication.Use when routing and managing multiple API services.Trigger wit...

by jeremylongshore

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows fr...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidanc...

by jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classif...

by jeremylongshore

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions.Use when building GraphQL APIs with schemas and resolvers.T...

by jeremylongshore

Build scalable WebSocket servers for real-time bidirectional communication.Use when enabling real-time bidirectional communication.Trigger with phr...

by jeremylongshore

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with p...

by jeremylongshore

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests"...

by jeremylongshore

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance',...

by jeremylongshore

Use when you need to work with compliance checking.This skill provides compliance monitoring and validation with comprehensive guidance and automat...

by jeremylongshore

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP ...

by jeremylongshore

Analyze session management implementations to identify security vulnerabilities in web applications.Use when you need to audit session handling, ch...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidanc...

by jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classif...

by jeremylongshore

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automatio...

by jeremylongshore

Execute clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or...

by jeremylongshore

Automatically formats and validates code files using Prettier and other formatting tools.Use when users mention "format my code", "fix formatting",...

by jeremylongshore

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when moni...

by jeremylongshore

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with compliance checking.This skill provides compliance monitoring and validation with comprehensive guidance and automat...

by jeremylongshore

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance rep...

by jeremylongshore

Process images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classifica...

by jeremylongshore

Use when you need to work with auto-scaling.This skill provides auto-scaling configuration with comprehensive guidance and automation.Trigger with ...

by jeremylongshore

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automati...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).Use when performing specialized testing.Trigger with ph...

by jeremylongshore

Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', '...

by jeremylongshore

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger ...

by jeremylongshore

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or ...

by jeremylongshore

Create webhook endpoints with signature verification, retry logic, and payload validation.Use when receiving and processing webhook events.Trigger ...

by jeremylongshore

Monitor cross-chain bridge security, liquidity, and transaction status across networks.Use when monitoring cross-chain asset transfers.Trigger with...

by jeremylongshore

Track futures, options, and perpetual swap positions with P&L calculations.Use when tracking futures and options positions.Trigger with phrases lik...

by jeremylongshore

Aggregate breaking crypto news, announcements, and market-moving events in real-time.Use when staying updated on crypto market events.Trigger with ...

by jeremylongshore

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phr...

by jeremylongshore

Generate trading signals using technical indicators and on-chain metrics.Use when receiving trading signals and alerts.Trigger with phrases like "g...

by jeremylongshore

Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules.Use when calculating crypto tax obligations.Trigger with p...

by jeremylongshore

Validate CSRF protection implementations for security gaps. Use when reviewing form security or state-changing operations. Trigger with 'validate C...

by jeremylongshore

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data ...

by jeremylongshore

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'c...

by jeremylongshore

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential ...

by jeremylongshore

Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or ...

by jeremylongshore

Use when you need to archive historical database records to reduce primary database size.This skill automates moving old data to archive tables or ...

by jeremylongshore

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-...

by jeremylongshore

Use when you need to automate database backup processes with scheduling and encryption.This skill creates backup scripts for PostgreSQL, MySQL, Mon...

by jeremylongshore

Use when you need to implement multi-tier caching to improve database performance.This skill sets up Redis, in-memory caching, and CDN layers to re...

by jeremylongshore

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automati...

by jeremylongshore

Use when you need to work with deadlock detection.This skill provides deadlock detection and resolution with comprehensive guidance and automation....

by jeremylongshore

Use when you need to work with schema comparison.This skill provides database schema diff and sync with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with database documentation.This skill provides automated documentation generation with comprehensive guidance and automa...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Use when you need to work with database indexing.This skill provides index design and optimization with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.T...

by jeremylongshore

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automat...

by jeremylongshore

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger...

by jeremylongshore

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.T...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trig...

by jeremylongshore

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test ...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "d...

by jeremylongshore

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimi...

by jeremylongshore

Find and compare DeFi yield opportunities across protocols with APY calculations.Use when finding optimal DeFi yield opportunities.Trigger with phr...

by jeremylongshore

Check dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependenc...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Use when you need to work with database schema design.This skill provides schema design and migrations with comprehensive guidance and automation.T...

by jeremylongshore

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected...

by jeremylongshore

Use when you need to work with deadlock detection.This skill provides deadlock detection and resolution with comprehensive guidance and automation....

by jeremylongshore

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or id...

by jeremylongshore

Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing per...

by jeremylongshore

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, r...

by jeremylongshore

Route trades across multiple DEXs to find optimal prices and minimize slippage.Use when routing trades for best execution.Trigger with phrases like...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger...

by jeremylongshore

Execute end-to-end tests covering full user workflows across frontend and backend.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger wit...

by jeremylongshore

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'valid...

by jeremylongshore

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'valid...

by jeremylongshore

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. U...

by jeremylongshore

Use when you need to work with environment configuration.This skill provides environment and configuration management with comprehensive guidance a...

by jeremylongshore

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and...

by jeremylongshore

Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metri...

by jeremylongshore

Query and analyze blockchain data including blocks, transactions, and smart contracts.Use when querying blockchain data and transactions.Trigger wi...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. U...

by jeremylongshore

Identify profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigg...

by jeremylongshore

Identify security misconfigurations in infrastructure-as-code, application settings, and system configurations.Use when you need to audit Terraform...

by jeremylongshore

Firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. Use...

by jeremylongshore

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "ana...

by jeremylongshore

Perform API fuzzing to discover edge cases, crashes, and security vulnerabilities.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger...

by jeremylongshore

Provide production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Ge...

by jeremylongshore

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR co...

by jeremylongshore

Generate API contracts and OpenAPI specifications from code or design documents.Use when documenting API contracts and specifications.Trigger with ...

by jeremylongshore

Create comprehensive API documentation with examples, authentication guides, and SDKs.Use when creating comprehensive API documentation.Trigger wit...

by jeremylongshore

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrase...

by jeremylongshore

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance rep...

by jeremylongshore

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger...

by jeremylongshore

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers.Use when creating high-performance gRPC services.Trigger with p...

by jeremylongshore

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Tri...

by jeremylongshore

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger ...

by jeremylongshore

Generate comprehensive security audit reports for applications and systems.Use when you need to assess security posture, identify vulnerabilities, ...

by jeremylongshore

Use when you need to work with stored procedure generation.This skill provides stored procedure code generation with comprehensive guidance and aut...

by jeremylongshore

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with ...

by jeremylongshore

Generate mocks, stubs, spies, and fakes for dependency isolation.Use when creating mocks, stubs, or test isolation fixtures.Trigger with phrases li...

by jeremylongshore

Generate comprehensive test reports with metrics, coverage, and visualizations.Use when performing specialized testing.Trigger with phrases like "g...

by jeremylongshore

Generate trading signals using technical indicators and on-chain metrics.Use when receiving trading signals and alerts.Trigger with phrases like "g...

by jeremylongshore

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test cove...

by jeremylongshore

Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go. Deploy to Firebase F...

by jeremylongshore

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions.Use when building GraphQL APIs with schemas and resolvers.T...

by jeremylongshore

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers.Use when creating high-performance gRPC services.Trigger with p...

by jeremylongshore

Implement standardized error handling with proper HTTP status codes and error responses.Use when implementing standardized error handling.Trigger w...

by jeremylongshore

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance',...

by jeremylongshore

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to ...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Use when you need to track database changes for compliance and security monitoring.This skill implements audit logging using triggers, application-...

by jeremylongshore

Use when you need to implement multi-tier caching to improve database performance.This skill sets up Redis, in-memory caching, and CDN layers to re...

by jeremylongshore

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up use...

by jeremylongshore

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when moni...

by jeremylongshore

Scan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input validation', 'check...

by jeremylongshore

Execute integration tests validating component interactions and system integration.Use when performing specialized testing.Trigger with phrases lik...

by jeremylongshore

Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss.Use when analyzing DEX liquidity pools.Trigger with phrases like "...

by jeremylongshore

Validate load balancer behavior, failover, and traffic distribution.Use when performing specialized testing.Trigger with phrases like "test load ba...

by jeremylongshore

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load co...

by jeremylongshore

Execute comprehensive load and stress testing to validate API performance and scalability.Use when validating API performance under load.Trigger wi...

by jeremylongshore

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when trouble...

by jeremylongshore

Log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trigger with phr...

by jeremylongshore

Implement intelligent API response caching with Redis, Memcached, and CDN integration.Use when optimizing API performance with caching.Trigger with...

by jeremylongshore

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automati...

by jeremylongshore

Use when you need to work with database migrations.This skill provides schema migration management with comprehensive guidance and automation.Trigg...

by jeremylongshore

Use when you need to work with database partitioning.This skill provides table partitioning strategies with comprehensive guidance and automation.T...

by jeremylongshore

Use when you need to work with database operations.This skill provides database management and optimization with comprehensive guidance and automat...

by jeremylongshore

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger...

by jeremylongshore

Use when you need to work with database sharding.This skill provides horizontal sharding strategies with comprehensive guidance and automation.Trig...

by jeremylongshore

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test ...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Use when you need to work with environment configuration.This skill provides environment and configuration management with comprehensive guidance a...

by jeremylongshore

Create and validate component snapshots for UI regression testing.Use when performing specialized testing.Trigger with phrases like "update snapsho...

by jeremylongshore

Provision and manage isolated test environments with configuration and data.Use when performing specialized testing.Trigger with phrases like "mana...

by jeremylongshore

Identify significant price movements and unusual volume across crypto markets.Use when tracking significant price movements.Trigger with phrases li...

by jeremylongshore

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger ...

by jeremylongshore

Analyze crypto market sentiment from social media, news, and on-chain metrics.Use when gauging market sentiment and social trends.Trigger with phra...

by jeremylongshore

Access and use project memories from previous sessions for context-aware assistance.Use when recalling past decisions, checking project conventions...

by jeremylongshore

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or id...

by jeremylongshore

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trig...

by jeremylongshore

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data fr...

by jeremylongshore

Migrate APIs between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phrases like "m...

by jeremylongshore

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters,...

by jeremylongshore

Execute mobile app testing on iOS and Android devices/simulators.Use when performing specialized testing.Trigger with phrases like "test mobile app...

by jeremylongshore

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger ...

by jeremylongshore

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger wit...

by jeremylongshore

Build real-time API monitoring dashboards with metrics, alerts, and health checks.Use when tracking API health and performance metrics.Trigger with...

by jeremylongshore

Monitor cross-chain bridge security, liquidity, and transaction status across networks.Use when monitoring cross-chain asset transfers.Trigger with...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and auto...

by jeremylongshore

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and...

by jeremylongshore

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "t...

by jeremylongshore

Execute mutation testing to evaluate test suite effectiveness.Use when performing specialized testing.Trigger with phrases like "run mutation tests...

by jeremylongshore

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API call...

by jeremylongshore

Calculate NFT rarity scores and floor prices across collections and marketplaces.Use when analyzing NFT collections and rarity.Trigger with phrases...

by jeremylongshore

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger wit...

by jeremylongshore

Perform on-chain analysis including whale tracking, token flows, and network activity.Use when performing crypto analysis.Trigger with phrases like...

by jeremylongshore

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automatio...

by jeremylongshore

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automati...

by jeremylongshore

Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimi...

by jeremylongshore

Find and compare DeFi yield opportunities across protocols with APY calculations.Use when finding optimal DeFi yield opportunities.Trigger with phr...

by jeremylongshore

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Compare staking rewards across validators and networks with ROI calculations.Use when optimizing proof-of-stake rewards.Trigger with phrases like "...

by jeremylongshore

Track crypto options flow to identify institutional positioning and market sentiment.Use when tracking institutional options flow.Trigger with phra...

by jeremylongshore

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and orchestration with comprehensive guidance and aut...

by jeremylongshore

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent coll...

by jeremylongshore

Coordinate parallel test execution across multiple environments and frameworks.Use when performing specialized testing.Trigger with phrases like "o...

by jeremylongshore

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Tri...

by jeremylongshore

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrase...

by jeremylongshore

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrase...

by jeremylongshore

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP ...

by jeremylongshore

Validate PCI-DSS compliance for payment card data security. Use when auditing payment systems. Trigger with 'validate PCI-DSS', 'check payment secu...

by jeremylongshore

Perform security penetration testing to identify vulnerabilities. Use when conducting security assessments. Trigger with 'run pentest', 'security t...

by jeremylongshore

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API res...

by jeremylongshore

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottleneck...

by jeremylongshore

Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing per...

by jeremylongshore

Execute load testing, stress testing, and performance benchmarking.Use when performing specialized testing.Trigger with phrases like "run load test...

by jeremylongshore

Perform security penetration testing to identify vulnerabilities. Use when conducting security assessments. Trigger with 'run pentest', 'security t...

by jeremylongshore

Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues.Use when performing security ass...

by jeremylongshore

Use when you need to work with backup and recovery.This skill provides backup automation and disaster recovery with comprehensive guidance and auto...

by jeremylongshore

Automatically creates new claude code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, ...

by jeremylongshore

Automatically validates claude code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. r...

by jeremylongshore

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data ...

by jeremylongshore

Process bulk API requests efficiently with batching, throttling, and parallel execution.Use when processing bulk API operations efficiently.Trigger...

by jeremylongshore

Process images using object detection, classification, and segmentation. Use when requesting "analyze image", "object detection", "image classifica...

by jeremylongshore

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottleneck...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas.Use when protecting APIs from excessive requests.Trigger with...

by jeremylongshore

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up use...

by jeremylongshore

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "man...

by jeremylongshore

Track and optimize resource usage across application stack including CPU, memory, disk, and network I/O. Use when identifying bottlenecks or optimi...

by jeremylongshore

Guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify incidents, devel...

by jeremylongshore

Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identif...

by jeremylongshore

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger ...

by jeremylongshore

Route trades across multiple DEXs to find optimal prices and minimize slippage.Use when routing trades for best execution.Trigger with phrases like...

by jeremylongshore

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests"...

by jeremylongshore

Execute clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or...

by jeremylongshore

Execute end-to-end tests covering full user workflows across frontend and backend.Use when performing specialized testing.Trigger with phrases like...

by jeremylongshore

Execute integration tests validating component interactions and system integration.Use when performing specialized testing.Trigger with phrases lik...

by jeremylongshore

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load co...

by jeremylongshore

Execute mutation testing to evaluate test suite effectiveness.Use when performing specialized testing.Trigger with phrases like "run mutation tests...

by jeremylongshore

Execute load testing, stress testing, and performance benchmarking.Use when performing specialized testing.Trigger with phrases like "run load test...

by jeremylongshore

Execute fast smoke tests validating critical functionality after deployment.Use when performing specialized testing.Trigger with phrases like "run ...

by jeremylongshore

Validate WCAG compliance and accessibility standards (ARIA, keyboard navigation).Use when auditing WCAG compliance or screen reader compatibility.T...

by jeremylongshore

Scan APIs for security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trig...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidanc...

by jeremylongshore

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'c...

by jeremylongshore

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR co...

by jeremylongshore

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed key...

by jeremylongshore

Scan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input validation', 'check...

by jeremylongshore

Identify significant price movements and unusual volume across crypto markets.Use when tracking significant price movements.Trigger with phrases li...

by jeremylongshore

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed key...

by jeremylongshore

Generate comprehensive security audit reports for applications and systems.Use when you need to assess security posture, identify vulnerabilities, ...

by jeremylongshore

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers,...

by jeremylongshore

Guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify incidents, devel...

by jeremylongshore

Identify security misconfigurations in infrastructure-as-code, application settings, and system configurations.Use when you need to audit Terraform...

by jeremylongshore

Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues.Use when performing security ass...

by jeremylongshore

Analyze session management implementations to identify security vulnerabilities in web applications.Use when you need to audit session handling, ch...

by jeremylongshore

Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metri...

by jeremylongshore

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementin...

by jeremylongshore

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "ana...

by jeremylongshore

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability t...

by jeremylongshore

Execute fast smoke tests validating critical functionality after deployment.Use when performing specialized testing.Trigger with phrases like "run ...

by jeremylongshore

Create and validate component snapshots for UI regression testing.Use when performing specialized testing.Trigger with phrases like "update snapsho...

by jeremylongshore

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare f...

by jeremylongshore

Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or "d...

by jeremylongshore

Detect and analyze SQL injection vulnerabilities in application code and database queries.Use when you need to scan code for SQL injection risks, r...

by jeremylongshore

Use when you need to work with query optimization.This skill provides query performance analysis with comprehensive guidance and automation.Trigger...

by jeremylongshore

Compare staking rewards across validators and networks with ROI calculations.Use when optimizing proof-of-stake rewards.Trigger with phrases like "...

by jeremylongshore

Use when you need to work with stored procedure generation.This skill provides stored procedure code generation with comprehensive guidance and aut...

by jeremylongshore

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementin...

by jeremylongshore

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze...

by jeremylongshore

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with ...

by jeremylongshore

Generate mocks, stubs, spies, and fakes for dependency isolation.Use when creating mocks, stubs, or test isolation fixtures.Trigger with phrases li...

by jeremylongshore

Provision and manage isolated test environments with configuration and data.Use when performing specialized testing.Trigger with phrases like "mana...

by jeremylongshore

Coordinate parallel test execution across multiple environments and frameworks.Use when performing specialized testing.Trigger with phrases like "o...

by jeremylongshore

Generate comprehensive test reports with metrics, coverage, and visualizations.Use when performing specialized testing.Trigger with phrases like "g...

by jeremylongshore

Test across multiple browsers and devices for cross-browser compatibility.Use when ensuring cross-browser or device compatibility.Trigger with phra...

by jeremylongshore

Validate load balancer behavior, failover, and traffic distribution.Use when performing specialized testing.Trigger with phrases like "test load ba...

by jeremylongshore

Execute mobile app testing on iOS and Android devices/simulators.Use when performing specialized testing.Trigger with phrases like "test mobile app...

by jeremylongshore

Detect visual changes in UI components using screenshot comparison.Use when detecting unintended UI changes or pixel differences.Trigger with phras...

by jeremylongshore

Manage API throttling policies to protect backend services from overload.Use when controlling API request rates.Trigger with phrases like "throttle...

by jeremylongshore

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits ...

by jeremylongshore

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "t...

by jeremylongshore

Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identif...

by jeremylongshore

Track futures, options, and perpetual swap positions with P&L calculations.Use when tracking futures and options positions.Trigger with phrases lik...

by jeremylongshore

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phr...

by jeremylongshore

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger ...

by jeremylongshore

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "man...

by jeremylongshore

Track and optimize resource usage across application stack including CPU, memory, disk, and network I/O. Use when identifying bottlenecks or optimi...

by jeremylongshore

Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability t...

by jeremylongshore

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "t...

by jeremylongshore

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Tri...

by jeremylongshore

Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters,...

by jeremylongshore

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to ...

by jeremylongshore

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test cove...

by jeremylongshore

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessmen...

by jeremylongshore

Validate API contracts using consumer-driven contract testing (Pact, Spring Cloud Contract).Use when performing specialized testing.Trigger with ph...

by jeremylongshore

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phr...

by jeremylongshore

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases li...

by jeremylongshore

Validate authentication mechanisms for security weaknesses and compliance. Use when reviewing login systems or auth flows. Trigger with 'validate a...

by jeremylongshore

Validate CORS policies for security issues and misconfigurations. Use when reviewing cross-origin resource sharing. Trigger with 'validate CORS', '...

by jeremylongshore

Validate CSRF protection implementations for security gaps. Use when reviewing form security or state-changing operations. Trigger with 'validate C...

by jeremylongshore

Use when you need to ensure database integrity through comprehensive data validation.This skill validates data types, ranges, formats, referential ...

by jeremylongshore

Validate PCI-DSS compliance for payment card data security. Use when auditing payment systems. Trigger with 'validate PCI-DSS', 'check payment secu...

by jeremylongshore

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API res...

by jeremylongshore

Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Gener...

by jeremylongshore

Manage API versions with backward compatibility, deprecation notices, and migration paths.Use when managing API versions and backward compatibility...

by jeremylongshore

Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, ...

by jeremylongshore

Automatic activation for all google vertex ai multimodal operations - Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Inspect and validate Vertex AI Agent Engine deployments including Code Execution Sandbox, Memory Bank, A2A protocol compliance, and security postur...

by jeremylongshore

Automatic activation for all google vertex ai multimodal operations - Use when appropriate context detected. Trigger with relevant phrases based on...

by jeremylongshore

Detect visual changes in UI components using screenshot comparison.Use when detecting unintended UI changes or pixel differences.Trigger with phras...

by jeremylongshore

Audit crypto wallet security including private key management and transaction signing.Use when auditing wallet security practices.Trigger with phra...

by jeremylongshore

Create webhook endpoints with signature verification, retry logic, and payload validation.Use when receiving and processing webhook events.Trigger ...

by jeremylongshore

Build scalable WebSocket servers for real-time bidirectional communication.Use when enabling real-time bidirectional communication.Trigger with phr...

by jeremylongshore

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "t...

by jeremylongshore

'Proactive yaml intelligence: automatically activates when working with Use when appropriate context detected. Trigger with relevant phrases based ...

by jeremylongshore

| Build production-ready AI agents using Google's Agent Development Kit with AI assistant integration, React patterns, multi-agent orchestration, a...

by jeremylongshore

Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, ...

by jeremylongshore

| Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations t...

by jeremylongshore

| Use when setting up log aggregation solutions using ELK, Loki, or Splunk. Trigger with phrases like "setup log aggregation", "deploy ELK stack", ...

by jeremylongshore

| Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers. Use when building complex AI systems requiring agent c...

by jeremylongshore

| Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis....

by jeremylongshore

| Detect and analyze SQL injection vulnerabilities in application code and database queries. Use when you need to scan code for SQL injection risks...

by jeremylongshore

| Firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. U...

by jeremylongshore

| Use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and ...

by jeremylongshore

| Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assess...

by jeremylongshore

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load co...

by jeremylongshore

| Validate messaging consistency across website, GitHub repos, and local documentation generating read-only discrepancy reports. Use when checking ...

by jeremylongshore

| This skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance. it analyzes the prompt...

by jeremylongshore

| Automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues. Use when performing security ...

by jeremylongshore

| Validate load balancer behavior, failover, and traffic distribution. Use when performing specialized testing. Trigger with phrases like "test loa...

by jeremylongshore

| Track and manage regression test suites across releases. Use when performing specialized testing. Trigger with phrases like "track regressions", ...

by jeremylongshore

| Execute mutation testing to evaluate test suite effectiveness. Use when performing specialized testing. Trigger with phrases like "run mutation t...

by jeremylongshore

| Guide security incident response, investigation, and remediation processes. Use when you need to handle security breaches, classify incidents, de...

by jeremylongshore

| Manages Firebase/Firestore operations including CRUD, queries, batch processing, A2A agent communication, MCP server integration, and Cloud Run s...

by jeremylongshore

| Enforces complete Taskwarrior integration protocol for ALL coding tasks. Activates automatically when user mentions "taskwarrior", "task warrior"...

by jeremylongshore

| Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. U...

by jeremylongshore

| Create leveraged buyout (LBO) models in Excel with sources & uses, debt schedules, cash flow waterfalls, and IRR calculations for private equity ...

by jeremylongshore

| Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs. Use when testi...

by jeremylongshore

| Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "dat...

by jeremylongshore

| Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "opti...

by jeremylongshore

| This skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches...

by jeremylongshore

| PROACTIVE YAML INTELLIGENCE: Automatically activates when working with YAML files, configuration management, CI/CD pipelines, Kubernetes manifest...

by jeremylongshore

| Provision and manage isolated test environments with configuration and data. Use when performing specialized testing. Trigger with phrases like "...

by jeremylongshore

| Use when you need to work with database operations. This skill provides database management and optimization with comprehensive guidance and auto...

by jeremylongshore

| Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Tri...

by jeremylongshore

| Use when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, applicati...

by jeremylongshore

| Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory ...

by jeremylongshore

| Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregat...

by jeremylongshore

| Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregat...

by jeremylongshore

| This skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used...

by jeremylongshore

| Automatic activation for ALL Google Cloud Agent Development Kit (ADK) and Agent Starter Pack operations - multi-agent systems, containerized depl...

by jeremylongshore

| Use when you need to work with database documentation. This skill provides automated documentation generation with comprehensive guidance and aut...

by jeremylongshore

| Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Tri...

by jeremylongshore

| This skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database perform...

by jeremylongshore

| Use when you need to work with database schema design. This skill provides schema design and migrations with comprehensive guidance and automatio...

by jeremylongshore

| Split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", or ...

by jeremylongshore

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottleneck...

by jeremylongshore

| Inspect and validate Vertex AI Agent Engine deployments including Code Execution Sandbox, Memory Bank, A2A protocol compliance, and security post...

by jeremylongshore

| Use when you need to archive historical database records to reduce primary database size. This skill automates moving old data to archive tables ...

by jeremylongshore

| Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations. Use when you need to audit website security heade...

by jeremylongshore

| Provide production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and ...

by jeremylongshore

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementin...

by jeremylongshore

Validate application performance against defined budgets to identify regressions early. Use when checking page load times, bundle sizes, or API res...

by jeremylongshore

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when trouble...

by jeremylongshore

| Automates software development overnight using Git hooks to enforce test-driven development (TDD). This skill should be used when Claude needs to...

by jeremylongshore

| This skill enables AI assistant to monitor and analyze cpu usage patterns within applications. it helps identify cpu hotspots, analyze algorithmi...

by jeremylongshore

| This skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to ass...

by jeremylongshore

| Generate comprehensive security audit reports for applications and systems. Use when you need to assess security posture, identify vulnerabilitie...

by jeremylongshore

| Use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. T...

by jeremylongshore

Build discounted cash flow (DCF) valuation models in Excel with free cash flow projections, WACC calculations, and sensitivity analysis for investm...

by jeremylongshore

| Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", o...

by jeremylongshore

| Generate pivot tables and charts from raw data using natural language - analyze sales by region, summarize data by category, and create visualiza...

by jeremylongshore

Analyzes existing plugins to extract their capabilities, then adapts and applies those skills to the current task. Acts as a universal skill chamel...

by jeremylongshore

| Use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Ku...

by jeremylongshore

| Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go. Deploy to Firebase...

by jeremylongshore

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed key...

by jeremylongshore

| Automatic activation for ALL Google Vertex AI multimodal operations - video processing, audio generation, image creation, and marketing campaigns...

by jeremylongshore

| Automatically audits Claude Code plugins for security vulnerabilities, best practices, CLAUDE.md compliance, and quality standards when user ment...

by jeremylongshore

| Use when you need to work with database migrations. This skill provides schema migration management with comprehensive guidance and automation. T...

by jeremylongshore

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when moni...

by jeremylongshore

| This skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination", "parallel agents", "report form...

by jeremylongshore

| This skill should be used when the user asks about "how sprints work", "sprint phases", "iteration workflow", "convergent development", "sprint l...

by jeremylongshore

| This skill enables Claude to create Application Performance Monitoring (APM) dashboards. It is triggered when the user requests the creation of a...

by jeremylongshore

| This skill enables Claude to automatically scan for XSS (Cross-Site Scripting) vulnerabilities in code. It is triggered when the user requests to...

by jeremylongshore

| This skill analyzes project dependencies for security vulnerabilities, outdated packages, and license compliance issues. It helps identify potent...

by jeremylongshore

| Use when validating GitHub Actions workflows for Google Cloud and Vertex AI deployments. Trigger with phrases like "validate github actions", "se...

by jeremylongshore

| This skill enables Claude to design and execute chaos engineering experiments to test system resilience. It is used when the user requests help w...

by jeremylongshore

| This skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-suppli...

by jeremylongshore

| This skill enables Claude to provide interpretability and explainability for machine learning models. It is triggered when the user requests expl...

by jeremylongshore

| This skill enables Claude to identify potential security misconfigurations in various systems and configurations. It leverages the security-misco...

by jeremylongshore

| This skill enables Claude to generate end-to-end (E2E) tests for web applications. It leverages Playwright, Cypress, or Selenium to automate brow...

by jeremylongshore

| This skill allows Claude to conduct comprehensive security audits of code, infrastructure, and configurations. It leverages various tools within ...

by jeremylongshore

| This skill enables Claude to design and execute chaos engineering experiments to test system resilience. It is used when the user requests help w...

by jeremylongshore

| This skill enables cross-browser compatibility testing for web applications using BrowserStack, Selenium Grid, or Playwright. It tests across Chr...

by jeremylongshore

| This skill enables cross-browser compatibility testing for web applications using BrowserStack, Selenium Grid, or Playwright. It tests across Chr...

by jeremylongshore

| This skill should be used when the user asks about "API contract", "api-contract.md", "shared interface", "TypeScript interfaces", "request respo...

by jeremylongshore

| This skill enables Claude to execute clustering algorithms on datasets. It is used when the user requests to perform clustering, identify groups ...

by jeremylongshore

| This skill enables Claude to generate end-to-end (E2E) tests for web applications. It leverages Playwright, Cypress, or Selenium to automate brow...

by jeremylongshore

| This skill enables Claude to track and optimize resource usage across an application stack. It is activated when the user requests insights into ...

by jeremylongshore

| This skill enables AI assistant to manage and monitor ssl/tls certificates using the ssl-certificate-manager plugin. it is activated when the use...

by jeremylongshore

| This skill enables Claude to automatically check for HIPAA (Health Insurance Portability and Accountability Act) compliance issues in codebases, ...

by jeremylongshore

| This skill enables Claude to generate realistic test data for software development. It uses the test-data-generator plugin to create users, produ...

by jeremylongshore

| This skill enables Claude to automatically generate comprehensive unit tests from source code. It is triggered when the user requests unit tests,...

by jeremylongshore

| This skill enables Claude to audit access control implementations in various systems. It uses the access-control-auditor plugin to identify poten...

by jeremylongshore

| This skill enables Claude to construct GitOps workflows using ArgoCD and Flux. It is designed to generate production-ready configurations, implem...

by jeremylongshore

| This skill empowers Claude to build reusable Terraform modules based on user specifications. It leverages the terraform-module-builder plugin to ...

by jeremylongshore

| Automatically formats and validates code files using Prettier and other formatting tools. Use when users mention "format my code", "fix formattin...

by jeremylongshore

| This skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classificat...

by jeremylongshore

| This skill enables Claude to monitor and analyze application error rates to improve reliability. It is used when the user needs to track and unde...

by jeremylongshore

| This skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regre...

by jeremylongshore

| This skill enables Claude to automatically generate comprehensive documentation for existing database schemas using the database-documentation-ge...

by jeremylongshore

| This skill assists with managing database sharding strategies. It is activated when the user needs to implement horizontal database sharding to s...

by jeremylongshore

| This skill enables Claude to validate authentication implementations against security best practices and industry standards. It analyzes various ...

by jeremylongshore

| This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, refer...

by jeremylongshore

| This skill enables Claude to generate realistic test data and database seed scripts for development and testing environments. It uses Faker libra...

by jeremylongshore

| This skill enables Claude to generate ORM models and database schemas. It is triggered when the user requests the creation of ORM models, databas...

by jeremylongshore

| This skill enables Claude to seamlessly integrate with various secrets managers like HashiCorp Vault and AWS Secrets Manager. It generates config...

by jeremylongshore

| This skill configures load balancers, including ALB, NLB, Nginx, and HAProxy. It generates production-ready configurations based on specified req...

by jeremylongshore

| This skill enhances Claude's ability to conduct web research and translate findings into actionable GitHub issues. It automates the process of ex...

by jeremylongshore

| This skill enables Claude to perform comprehensive database security scans using the database-security-scanner plugin. It is triggered when the u...

by jeremylongshore

| This skill automates the setup of machine learning experiment tracking using tools like MLflow or Weights & Biases (W&B). It is triggered when th...

by jeremylongshore

| This skill enables Claude to automatically scan code and configuration files for potential data privacy vulnerabilities using the data-privacy-sc...

by jeremylongshore

| This skill empowers Claude to identify anomalies and outliers within datasets. It leverages the anomaly-detection-system plugin to analyze data, ...

by jeremylongshore

| This skill empowers Claude to build AutoML pipelines using the automl-pipeline-builder plugin. It is triggered when the user requests the creatio...

by jeremylongshore

| This skill enables Claude to design NoSQL data models. It activates when the user requests assistance with NoSQL database design, including schem...

by jeremylongshore

| This skill empowers Claude to perform regression analysis and modeling using the regression-analysis-tool plugin. It analyzes datasets, generates...

by jeremylongshore

| This skill enables Claude to monitor database health using real-time metrics, predictive alerts, and automated remediation. It's designed for pro...

by jeremylongshore

| This skill enables Claude to conduct a security-focused code review using the security-agent plugin. It analyzes code for potential vulnerabiliti...

by jeremylongshore

| This skill enables Claude to manage container registries, including ECR, GCR, and Harbor. It should be used when the user needs to create, config...

by jeremylongshore

| This skill enables Claude to plan and implement disaster recovery (DR) procedures. It generates configurations and setup code based on specific r...

by jeremylongshore

| This skill enables Claude to encrypt and decrypt data using various algorithms provided by the encryption-tool plugin. It should be used when the...

by jeremylongshore

| This skill enables Claude to analyze network latency and optimize request patterns within an application. It helps identify bottlenecks and sugge...

by jeremylongshore

| This skill enables Claude to validate Cross-Origin Resource Sharing (CORS) policies. It uses the cors-policy-validator plugin to analyze CORS con...

by jeremylongshore

| This skill uses the database-index-advisor plugin to analyze query patterns and recommend optimal database indexes. It identifies missing indexes...

by jeremylongshore

| This skill enables Claude to generate Infrastructure as Code (IaC) configurations. It uses the infrastructure-as-code-generator plugin to create ...

by jeremylongshore

| This skill enables Claude to process and analyze images using computer vision techniques. It's used to perform tasks such as object detection, im...

by jeremylongshore

| This skill uses the database-deadlock-detector plugin to detect, analyze, and prevent database deadlocks. It monitors database lock contention, a...

by jeremylongshore

| This skill should be used when the user asks about "writing specs", "specs.md format", "how to write specifications", "sprint requirements", "tes...

by jeremylongshore

| This skill enables Claude to manage and monitor SSL/TLS certificates using the ssl-certificate-manager plugin. It is activated when the user requ...

by jeremylongshore

| This skill enables Claude to forecast future values based on historical time series data. It analyzes time-dependent data to identify trends, sea...

by jeremylongshore

| This skill enables Claude to execute visual regression tests using tools like Percy, Chromatic, and BackstopJS. It captures screenshots, compares...

by jeremylongshore

| This skill enables Claude to analyze and optimize system throughput. It is triggered when the user requests throughput analysis, performance impr...

by jeremylongshore

| This skill enables Claude to execute visual regression tests using tools like Percy, Chromatic, and BackstopJS. It captures screenshots, compares...

by jeremylongshore

| This skill allows Claude to check infrastructure compliance against industry standards such as SOC2, HIPAA, and PCI-DSS. It analyzes existing inf...

by jeremylongshore

Automatically handles semantic version updates across plugin.json and marketplace catalog when user mentions version bump, update version, or relea...

by jeremylongshore

| This skill enables comprehensive vulnerability scanning using the vulnerability-scanner plugin. It identifies security vulnerabilities in code, d...

by jeremylongshore

| This skill enables Claude to implement multi-tier database caching solutions. It is triggered when the user requests database caching, performanc...

by jeremylongshore

| This skill enables Claude to scan container images and running containers for vulnerabilities using tools like Trivy and Snyk. It identifies pote...

by jeremylongshore

| This skill automates the setup of distributed tracing for microservices. It helps developers implement end-to-end request visibility by configuri...

by jeremylongshore

| This skill creates Ansible playbooks for automating configuration management tasks. It generates production-ready, multi-platform playbooks based...

by jeremylongshore

| This skill enables Claude to track and optimize application response times. It uses the response-time-tracker plugin to monitor API endpoints, da...

by jeremylongshore

| This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests mod...

by jeremylongshore

| This skill enables Claude to profile application performance, analyzing CPU usage, memory consumption, and execution time. It is triggered when t...

by jeremylongshore

| This skill enables Claude to monitor database transactions for performance and lock issues using the database-transaction-monitor plugin. It is t...

by jeremylongshore

| This skill configures service meshes like Istio and Linkerd for microservices. It generates production-ready configurations, implements best prac...

by jeremylongshore

| This skill orchestrates complex, multi-stage deployment pipelines. It generates production-ready configurations and setup code based on user-spec...

by jeremylongshore

| This skill enables Claude to analyze the sentiment of text data. It identifies the emotional tone expressed in text, classifying it as positive, ...

by jeremylongshore

| This skill enables Claude to check session security implementations within a codebase. It analyzes session management practices to identify poten...

by jeremylongshore

| This skill enables Claude to generate Kubernetes deployment manifests, services, and related configurations following best practices. It should b...

by jeremylongshore

| This skill enables automated testing of mobile applications on iOS and Android platforms using frameworks like Appium, Detox, XCUITest, and Espre...

by jeremylongshore

| This skill enables Claude to perform comprehensive accessibility audits. It uses the accessibility-test-scanner plugin to identify WCAG 2.1/2.2 c...

by jeremylongshore

| This skill enables Claude to perform comprehensive accessibility audits. It uses the accessibility-test-scanner plugin to identify WCAG 2.1/2.2 c...

by jeremylongshore

| This skill enables Claude to define and track Service Level Agreements (SLAs), Service Level Indicators (SLIs), and Service Level Objectives (SLO...

by jeremylongshore

| This skill enables Claude to manage Kubernetes network policies and firewall rules. It allows Claude to generate configurations and setup code ba...

by jeremylongshore

| This skill enables automated penetration testing of web applications. It uses the penetration-tester plugin to identify vulnerabilities, includin...

by jeremylongshore

| This skill analyzes code coverage metrics to identify untested code and generate comprehensive coverage reports. It is triggered when the user re...

by jeremylongshore

Automatically manages marketplace catalog updates, syncs marketplace.json, and handles plugin distribution when user mentions marketplace update, s...

by jeremylongshore

| This skill assists in implementing Real User Monitoring (RUM) to capture and analyze actual user performance data. It helps set up tracking for k...

by jeremylongshore

| This skill enables Claude to analyze and improve application caching strategies. It optimizes cache hit rates, TTL configurations, cache key desi...

by jeremylongshore

| This skill generates comprehensive test reports with coverage metrics, trends, and stakeholder-friendly formats (HTML, PDF, JSON). It aggregates ...

by jeremylongshore

| This skill validates API contracts using consumer-driven testing and OpenAPI validation. It leverages Pact for consumer-driven contract testing, ...

by jeremylongshore

| This skill enables Claude to perform natural language processing and text analysis using the nlp-text-analyzer plugin. It should be used when the...

by jeremylongshore

| PROACTIVE AUTO-LOADING: Automatically detects and loads AGENTS.md files from the current working directory when starting a session or changing di...

by jeremylongshore

Automatically validates Claude Code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. R...

by jeremylongshore

| Access and use project memories from previous sessions for context-aware assistance. Use when recalling past decisions, checking project conventi...

by jeremylongshore

| Use when provisioning Vertex AI ADK infrastructure with Terraform. Trigger with phrases like "deploy ADK terraform", "agent engine infrastructure...

by jeremylongshore

Automatically manages PostgreSQL backups with pgBackRest and Wasabi S3 storage when working with FairDB databases

by jeremylongshore

| Build secure API authentication systems with OAuth2, JWT, API keys, and session management. Use when implementing secure authentication flows. Tr...

by jeremylongshore

| Process bulk API requests efficiently with batching, throttling, and parallel execution. Use when processing bulk API operations efficiently. Tri...

by jeremylongshore

| Generate API contracts and OpenAPI specifications from code or design documents. Use when documenting API contracts and specifications. Trigger w...

by jeremylongshore

| Create comprehensive API documentation with examples, authentication guides, and SDKs. Use when creating comprehensive API documentation. Trigger...

by jeremylongshore

| Implement standardized error handling with proper HTTP status codes and error responses. Use when implementing standardized error handling. Trigg...

by jeremylongshore

| Validate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness. Trigger with...

by jeremylongshore

| Scan APIs for security vulnerabilities including injection, broken auth, and data exposure. Use when scanning APIs for security vulnerabilities. ...

by jeremylongshore

| Manage API versions with backward compatibility, deprecation notices, and migration paths. Use when managing API versions and backward compatibil...

by jeremylongshore

| Identify profitable arbitrage opportunities across exchanges and DEXs in real-time. Use when discovering profitable arbitrage across exchanges. T...

by jeremylongshore

| Build production-ready GraphQL servers with schema design, resolvers, and subscriptions. Use when building GraphQL APIs with schemas and resolver...

by jeremylongshore

| Backtest crypto trading strategies against historical data with performance metrics. Use when validating trading strategies with historical data....

by jeremylongshore

| Create webhook endpoints with signature verification, retry logic, and payload validation. Use when receiving and processing webhook events. Trig...

by jeremylongshore

| Build scalable WebSocket servers for real-time bidirectional communication. Use when enabling real-time bidirectional communication. Trigger with...

by jeremylongshore

| Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger ...

by jeremylongshore

| Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API architectures. Trigger...

by jeremylongshore

| Create API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger...

by jeremylongshore

| Execute comprehensive load and stress testing to validate API performance and scalability. Use when validating API performance under load. Trigge...

by jeremylongshore

| Build real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance metrics. Trigger ...

by jeremylongshore

| Implement sophisticated rate limiting with sliding windows, token buckets, and quotas. Use when protecting APIs from excessive requests. Trigger ...

by jeremylongshore

| Query and analyze blockchain data including blocks, transactions, and smart contracts. Use when querying blockchain data and transactions. Trigge...

by jeremylongshore

| Monitor cross-chain bridge security, liquidity, and transaction status across networks. Use when monitoring cross-chain asset transfers. Trigger ...

by jeremylongshore

| Generate gRPC service definitions, stubs, and implementations from Protocol Buffers. Use when creating high-performance gRPC services. Trigger wi...

by jeremylongshore

| Analyze crypto market sentiment from social media, news, and on-chain metrics. Use when gauging market sentiment and social trends. Trigger with ...

by jeremylongshore

| Auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate OpenAI/Anthropic API costs. Trigger phras...

by jeremylongshore

| Generate complete REST API implementations from OpenAPI specifications or database schemas. Use when generating RESTful API implementations. Trig...

by jeremylongshore

| Generate mock API servers for testing and development with realistic response data. Use when creating mock APIs for development and testing. Trig...

by jeremylongshore

| Log API requests with correlation IDs, performance metrics, and security audit trails. Use when auditing API requests and responses. Trigger with...

by jeremylongshore

| Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications. Use when validating API schemas and contracts. Trigger with phrase...

by jeremylongshore

| Track futures, options, and perpetual swap positions with P&L calculations. Use when tracking futures and options positions. Trigger with phrases...

by jeremylongshore

| Aggregate breaking crypto news, announcements, and market-moving events in real-time. Use when staying updated on crypto market events. Trigger w...

by jeremylongshore

| Track multi-chain crypto portfolio with real-time valuations and performance metrics. Use when managing multi-chain crypto holdings. Trigger with...

by jeremylongshore

| Calculate cryptocurrency tax obligations with cost basis tracking and jurisdiction rules. Use when calculating crypto tax obligations. Trigger wi...

by jeremylongshore

| Track crypto options flow to identify institutional positioning and market sentiment. Use when tracking institutional options flow. Trigger with ...

by jeremylongshore

| Migrate APIs between versions, platforms, or frameworks with minimal downtime. Use when upgrading APIs between versions. Trigger with phrases lik...

by jeremylongshore

| Generate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption. Trigger with ph...

by jeremylongshore

| Manage API throttling policies to protect backend services from overload. Use when controlling API request rates. Trigger with phrases like "thro...

by jeremylongshore

| Generate trading signals using technical indicators and on-chain metrics. Use when receiving trading signals and alerts. Trigger with phrases lik...

by jeremylongshore

| Predict optimal gas prices and transaction timing to minimize blockchain transaction costs. Use when optimizing blockchain transaction costs. Tri...

by jeremylongshore

| Analyze liquidity pool metrics including TVL, volume, fees, and impermanent loss. Use when analyzing DEX liquidity pools. Trigger with phrases li...

by jeremylongshore

| Identify significant price movements and unusual volume across crypto markets. Use when tracking significant price movements. Trigger with phrase...

by jeremylongshore

| Track real-time cryptocurrency prices across exchanges with historical data and alerts. Use when monitoring real-time cryptocurrency prices. Trig...

by jeremylongshore

| Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities. Use when monitoring pending blockchain transactions. ...

by jeremylongshore

| Calculate NFT rarity scores and floor prices across collections and marketplaces. Use when analyzing NFT collections and rarity. Trigger with phr...

by jeremylongshore

| Perform on-chain analysis including whale tracking, token flows, and network activity. Use when performing crypto analysis. Trigger with phrases ...

by jeremylongshore

| Compare staking rewards across validators and networks with ROI calculations. Use when optimizing proof-of-stake rewards. Trigger with phrases li...

by jeremylongshore

| Audit crypto wallet security including private key management and transaction signing. Use when auditing wallet security practices. Trigger with ...

by jeremylongshore

| Track large crypto transactions and whale wallet movements across blockchains. Use when tracking large holder movements. Trigger with phrases lik...

by jeremylongshore

| Find and compare DeFi yield opportunities across protocols with APY calculations. Use when finding optimal DeFi yield opportunities. Trigger with...

by jeremylongshore

| Route trades across multiple DEXs to find optimal prices and minimize slippage. Use when routing trades for best execution. Trigger with phrases ...

by jeremylongshore

| Simulate flash loan arbitrage strategies and profitability across DeFi protocols. Use when performing crypto analysis. Trigger with phrases like ...

by jeremylongshore

| Monitor new token launches, IDOs, and fair launches with contract verification. Use when discovering new token launches. Trigger with phrases lik...

by jeremylongshore

Automatically creates new Claude Code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, ...

by jeremylongshore

| Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Gen...

by jeremylongshore

| Terraform infrastructure specialist for deploying Genkit applications to production. Provisions Firebase Functions, Cloud Run services, GKE clust...

by jeremylongshore

| This skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. It is triggered when the user requ...

by jeremylongshore

| This skill enables Claude to aggregate and centralize performance metrics from various sources. It is used when the user needs to consolidate met...

by jeremylongshore

| This skill enables Claude to design, implement, and manage table partitioning strategies for large databases. It is triggered when the user needs...

by jeremylongshore

| This skill enables Claude to detect infrastructure drift from a desired state. It uses the `drift-detect` command to identify discrepancies betwe...

by jeremylongshore

| This skill enables Claude to design, execute, and analyze performance tests using the performance-test-suite plugin. It is activated when the use...

by jeremylongshore

| This skill enables Claude to design, execute, and analyze performance tests using the performance-test-suite plugin. It is activated when the use...

by jeremylongshore

| This skill enables Claude to manage database replication, failover, and high availability configurations using the database-replication-manager p...

by jeremylongshore

| This skill enables Claude to scan applications and data systems for GDPR compliance issues. It identifies potential violations related to data pr...

by jeremylongshore

| This skill enables Claude to generate Docker Compose configurations for multi-container applications. It leverages best practices for production-...

by jeremylongshore

| This skill configures auto-scaling policies for applications and infrastructure. It generates production-ready configurations based on user requi...

by jeremylongshore

| This skill uses the owasp-compliance-checker plugin to automatically identify potential security vulnerabilities based on the OWASP Top 10 (2021)...

by jeremylongshore

| This skill enables Claude to generate compliance reports based on various security standards and frameworks. It leverages the compliance-report-g...

by jeremylongshore

| This skill enables Claude to automatically detect performance regressions in a CI/CD pipeline. It analyzes performance metrics, such as response ...

by jeremylongshore

| This skill uses the pci-dss-validator plugin to assess codebases and infrastructure configurations for compliance with the Payment Card Industry ...

by jeremylongshore

| This skill uses the stored-procedure-generator plugin to create production-ready stored procedures, functions, triggers, and custom database logi...

by jeremylongshore

| This skill enables Claude to analyze and optimize cloud costs. It identifies areas for potential savings, generates cost reports, and suggests co...

by jeremylongshore

| This skill implements backup strategies for databases and applications. It generates configuration files and setup code to ensure data protection...

by jeremylongshore

| This skill manages database testing by generating test data, wrapping tests in transactions, and validating database schemas. It is used to creat...