This skill prepares ML models for production by generating deployment artifacts, APIs, monitoring, and A/B testing infrastructure.

This skill designs Confluent Cloud architecture patterns including eCKU sizing, cluster linking, multi-region strategies, and Schema Registry HA.

This skill provides expert guidance for instagram-growth, including best practices, strategies, exercises, and resource recommendations to accelerate growth.

This skill detects SpecWeave context and provides command workflow guidance, helping you learn commands and follow best-practice patterns.

This skill guides publishing Claude Code plugins to GitHub, npm, and marketplace with semantic versioning and quality checks to streamline distribution.

This skill automates SaaS billing workflows, generating invoices, handling dunning, proration, and tax calculations to streamline recurring revenue.

This skill analyzes code comments for accuracy, completeness, and maintainability, guarding against documentation drift and outdated guidance.

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

This skill helps you design and optimize ksqlDB stream processing workflows with real-time queries, windowing, and materialized views across Kafka topics.

This skill detects diagram requests and delegates generation to the diagrams-architect agent, coordinating load context and saving results to the correct

This skill helps organize specs across multiple GitHub repositories, split tasks by repo, and coordinate cross-repo work for monorepo and polyrepo setups.

This skill guides you through configuring bidirectional sync between SpecWeave and external tools like GitHub Issues, Jira, and Azure DevOps.

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 lets you interact with VirusTotal API to scan files and URLs via curl or Python, returning reports and managing comments.

This skill navigates and loads living project documentation from .specweave/docs/internal to provide context for feature work, ADRs, and architecture.

This skill helps you write robust Playwright end-to-end tests and debugging workflows with POM, fixtures, API testing, and visual checks.

This skill provides expert screenwriting guidance for technique, structure, and workflow, helping you craft compelling scripts efficiently.

This skill helps you architect scalable design systems using atomic design, tokens, and theming for multi-brand components and accessible APIs.

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

This skill automates browser tasks such as web scraping, form filling, and screenshot generation using Playwright, Puppeteer, and Selenium for reliable