Backend skills

This skill analyzes existing brownfield projects and maps documentation to SpecWeave structure, guiding incremental or comprehensive migrations.

This skill helps you manage Kafka via CLI tools like kcat, kaf, kafkactl, and kcli for producing, consuming, and admin tasks.

This skill analyzes a codebase to discover, document, and audit coding standards, generating living documentation and actionable recommendations.

This skill builds end-to-end computer vision pipelines for classification, detection, and segmentation using PyTorch/TensorFlow and transfer learning.

This skill helps you send emails programmatically via Mailgun API, enabling newsletters, alerts, and reports with simple CLI usage.

This skill analyzes a codebase to trace feature implementations across layers, revealing entry points, data flow, and module dependencies.

This skill helps you design and implement enterprise ASP.NET Core APIs with EF Core, JWT auth, and background services for scalable backends.

This skill helps you design and troubleshoot Kafka Connect pipelines with source and sink connectors, Debezium CDC, and SMT transforms.

This skill intelligently merges existing CLAUDE.md backups into SpecWeave structure, distributing content to appropriate folders while keeping CLAUDE.md

This skill refactors recently modified Python code to improve clarity and maintainability without changing functionality, guiding targeted, incremental

This skill helps you design and optimize Kafka Streams topologies, including KStream, KTable, joins, windowing, and exactly-once semantics.

This skill helps you manage Confluent Schema Registry for Avro, Protobuf, and JSON Schema with evolution, compatibility, and validation guidance.

This skill analyzes agentic workflows and applies self-improving, security-focused strategies to improve reliability and autonomy.

This skill detects anomalies and outliers across data streams using statistical methods, isolation forests, and autoencoders to improve fraud, security, and

This skill enables cross-chain DeFi operations including swaps, bridges and money markets via SODAX, streamlining multi-chain portfolio management.

This skill validates Jira projects and boards, auto-creates missing resources, and updates configuration to ensure Jira integration works smoothly.

This skill performs AI-powered quality assessment of increments using BMAD risk scoring and formal PASS/CONCERNS/FAIL gates.

This skill helps implement distributed tracing with Jaeger and Tempo to monitor request flows across microservices and identify bottlenecks.

This skill verifies JIRA synchronization correctness and resolves conflicts by auditing results, validating status transitions, and ensuring external tool

This skill guides scalable system design by producing ADRs, diagrams, and decision records to enable maintainable, data-driven architecture decisions.

This skill maps SpecWeave increments to JIRA structure with bidirectional sync, enabling traceable exports, imports, and configuration.