Search Skills

Automates progress synchronization across systems like GitHub and JIRA, creating missing issues and enabling seamless task, doc, and tool alignment.

Expert in visual regression testing using Playwright, Percy, and Chromatic to detect UI changes and ensure pixel-perfect consistency across browsers and responsive designs.

Provides product management expertise for creating requirements, user stories, roadmaps, and strategic plans, guiding development from research to validation.

Generates professional images for design assets using Pollinations.ai without API keys.

Automates detection of issue reports in recently completed work and suggests relevant task reopenings with relevance scoring.

Generates test-aware development tasks one user story at a time with embedded test plans, BDD scenarios, and coverage targets for unit, integration, and E2E tests.

Provides time series forecasting using ARIMA, Prophet, LSTM, and statistical methods for trend decomposition, seasonality detection, and multivariate predictions with confidence intervals.

Orchestrates complete machine learning pipelines from data preprocessing to deployment using SpecWeave's spec-driven approach for reproducible development.

Creates system architecture diagrams using Mermaid, following C4 Model and SpecWeave conventions for visualizing software design, data flows, and system interactions.

An AI memory system that stores and learns from user sessions, preserving knowledge across updates in multiple environments.

Guides production-ready Apache Kafka deployments on Kubernetes using Helm, Strimzi, and Confluent operators with best practices.

Centralized management of ML model versions, staging, deployment, and lineage for end-to-end model lifecycle control.

Expert in creating product roadmaps and prioritizing features using RICE, MoSCoW, and Kano frameworks to align technical decisions with business goals and define success metrics.

Enables development of Claude Code plugins with structured configuration, slash commands, and activation rules.

Optimizes system performance through bottleneck analysis, database query refinement, frontend speed improvements, and scalability techniques using profiling and benchmarking.

Provides command examples, installation guides, and tool comparisons for Kafka CLI tools (kcat, kafkactl) to manage Kafka clusters.

Builds robust backend services using Python frameworks (FastAPI, Django, Flask) with database integration, authentication, and API documentation.

Expert guidance on optimizing AWS cloud costs through Reserved Instances, Savings Plans, Spot Instances, and Cost Explorer.

Manages Release Candidate (RC) workflows including versioning, testing, promotion, rollback, and deployment strategies across multiple repositories.

Automates recurring billing, invoicing, subscription lifecycle, and dunning management for subscription-based businesses.

Enables request tracking across microservices using Jaeger and Tempo to identify performance bottlenecks in distributed systems.

Enables secure handling of payment card data by implementing PCI DSS compliance requirements for payment systems.

Validates SpecWeave plugin installations by checking marketplace registration, core plugin presence, and context-specific plugin availability upon explicit user request.

Expertise in building and migrating React Native native modules using New Architecture, Turbo Modules, Codegen, Fabric, and JSI for iOS and Android platforms.