Search Skills

Expert in crafting clear technical documentation: API references, READMEs, tutorials, and changelogs with OpenAPI compliance and style guide adherence.

Provides navigable table of contents for project living documentation including specs, ADRs, architecture, and runbooks to enhance development context.

Automates event-driven workflows with n8n and Kafka, supporting triggers, producers, error handling, and no-code patterns.

Automates hyperparameter tuning and model optimization for machine learning using Optuna, Hyperopt, and AutoML libraries with minimal manual effort.

Performs comprehensive post-task code review for quality, security (OWASP), performance, and technical debt.

Automates synchronization between SpecWeave and JIRA for requirements and issue tracking, ensuring bidirectional data flow for epics and stories.

Automates brownfield project onboarding by intelligently merging CLAUDE.md backups into SpecWeave structure, extracting and distributing project knowledge without bloating documentation.

Expert debugging of React Native and Expo mobile applications using React DevTools, Flipper, and Chrome DevTools for efficient issue resolution.

Automates validation and creation of Jira projects and boards, with smart prompts and per-project configuration for seamless Jira setup.

Provides an interactive wizard for configuring bidirectional synchronization between SpecWeave and external project management tools like GitHub, Jira, and Azure DevOps.

Expert guidance on Apache Kafka architecture, cluster design, partitioning, replication, and high availability for scalable data streaming solutions.

Validates task completion, test coverage, and documentation for agile increment closure, acting as a final quality gate to prevent scope creep and ensure release readiness.

Automates living documentation updates by syncing task completion status, changing [DRAFT] to [COMPLETE], and maintaining bidirectional task-doc links.

Automates ML model deployment preparation including containerization, API setup, monitoring, and A/B testing for production readiness.

Creates test suites one file at a time to prevent crashes, managing test plans, strategies, and quality gates for automated testing.

Provides configuration examples and connection guidance for integrating MCP servers with Kafka, auto-activating on relevant keywords.

Provides expertise in Test-Driven Development (TDD) including red-green-refactor cycle, test-first design, and refactoring for robust code quality.

Configures Kafka Connect for data pipelines, supporting source/sink connectors, CDC with Debezium, and SMT transformations.

Automates Hetzner Cloud infrastructure provisioning via Terraform/Pulumi, generating IaC for instance types, managed databases, and Docker deployments.

Creates comprehensive implementation plans for software increments including features, bug fixes, and experiments to streamline project management workflows.

Expert in Next.js 14+ App Router, Server Components, and performance optimization for data fetching, caching, and SEO.

Automates work task routing by interpreting natural language commands to continue active increments or create new ones.

Automates version alignment across multiple repositories using semantic versioning, conflict detection, and release strategy management (lockstep, umbrella).

Provides interactive documentation server for Docusaurus projects with hot reload, auto-generated sidebar, and Mermaid diagram support for seamless documentation preview.