Search Skills

Automates updating CLAUDE.md and AGENTS.md instruction files with smart merge, preserving user customizations and syncing SpecWeave sections.

Provides intelligent recommendations for serverless platforms based on project context, workload analysis, and cost estimation across major cloud providers.

Comprehensive unit testing expertise for JavaScript/TypeScript using Vitest and Jest, covering TDD, mocking, and coverage best practices.

Automates two-way synchronization between SpecWeave specifications and GitHub Projects for seamless specification management.

Expertise in Expo SDK 54+ mobile app development workflows, including EAS Build, Expo Router, and deployment strategies.

Manages Avro, Protobuf, and JSON Schema for Confluent Cloud and self-hosted environments, including evolution strategies and validation.

Provides comprehensive application security services including threat modeling, penetration testing, vulnerability assessment, and compliance with GDPR, HIPAA, and OWASP standards.

Builds end-to-end computer vision ML pipelines for image classification, object detection, and segmentation using PyTorch and TensorFlow.

Generates layered Terraform configurations for cloud infrastructure (AWS, Azure, GCP) in incremental steps to prevent setup failures.

Automates bidirectional synchronization of project work items between SpecWeave and JIRA, handling increment-to-issue mapping and status updates.

Configures Kafka observability with Prometheus, Grafana, and JMX for metrics collection, alerting, and dashboard visualization.

Orchestrates TDD workflows with AI-assisted testing, enforcing red-green-refactor cycles and best practices across development teams.

Refines code for clarity, consistency, and maintainability while preserving functionality. Responds to commands like 'refactor for clarity' and focuses on recent changes.

Analyzes CI/CD patterns and project context to recommend optimal release strategies, generating a comprehensive release strategy document.

Translates SpecWeave content including CLI messages, templates, and documentation using LLM session for zero-cost multilingual support.

Provides workflow documentation for SpecWeave, explaining available slash commands and the context of the .specweave/ directory.

Provides expert analysis of cloud pricing models for AWS, Azure, and GCP, including cost comparison, regional pricing, and free tier details.

Provides fine-grained task tracking for GitHub issues using comments, checklists, and labels to enhance team collaboration and progress visibility.

Expertise in developing and utilizing the Claude Code SDK, including API integration, tool creation (Read/Write/Edit), and extension development for AI agent workflows.

Provides expert code reviews focusing on security vulnerabilities, performance, and adherence to best practices in software development.

Builds NLP pipelines for text classification, NER, sentiment analysis, and text generation using transformers and BERT.

Designs DAG-based MLOps pipelines for machine learning workflow orchestration using Airflow, Dagster, Kubeflow, or Prefect.

Generates validated REST API endpoints with automatic test execution to ensure functionality and correctness.

Automates optimal connection methods (MCP, REST API, CLI, direct) for external services including databases, cloud platforms, and APIs.