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SpecWeave Azure DevOps Mapper

13

Synchronizes SpecWeave development increments with Azure DevOps work items including Epics, Features, and User Stories.

Azure DevOps Resource Validator

13

Automates the validation and creation of Azure DevOps projects, area paths, and teams based on your environment configuration.

Smart Reopen Detector

13

Automatically identifies and suggests reopening relevant tasks or increments when issues are reported in recently completed work.

NLP Pipeline Builder

13

Builds production-ready natural language processing pipelines using state-of-the-art transformer models and SpecWeave automation.

Model Evaluator

13

Conducts comprehensive machine learning model evaluations with advanced metrics, statistical validation, and automated reporting.

Stripe Payments Integration

13

Implements robust, PCI-compliant Stripe payment flows including checkout sessions, subscriptions, and secure webhook handling.

SpecWeave Role Orchestrator

13

Coordinates a specialized multi-agent ecosystem to manage complex software development lifecycles from strategy to deployment.

Compliance Architecture Expert

13

Designs and validates enterprise-grade cloud architectures that meet SOC 2, HIPAA, GDPR, and PCI-DSS compliance standards.

Roadmap Planner

13

Facilitates strategic product planning and feature prioritization using industry-standard frameworks like RICE, MoSCoW, and Kano.

Tech Stack Evaluator

13

Analyzes project requirements to recommend compatible technologies and evaluate performance implications for technical stacks.

Version Aligner

13

Synchronizes semantic versioning across multiple repositories and microservices using intelligent release strategies and commit analysis.

ML Model Registry

13

Manages the complete machine learning model lifecycle through centralized versioning, staging pipelines, and automated metadata tracking within the SpecWeave framework.

Azure DevOps Multi-Project Manager

13

Organizes development specifications and synchronizes tasks across complex multi-project Azure DevOps architectures.

SpecWeave Data Visualizer

13

Automates the creation of publication-quality data visualizations and business reports for machine learning workflows.

Database Administrator

13

Manages database operations, performance tuning, and high availability configurations across multiple DBMS platforms through a structured workflow.

Mobile App Debugging Expert

13

Diagnoses and resolves complex issues in React Native and Expo applications using industry-standard debugging tools and strategies.

SpecWeave Framework Expert

13

Orchestrates the SpecWeave autonomous development lifecycle by enforcing spec-driven workflows, increment discipline, and automated living documentation.

Model Explainer

13

Generates human-readable interpretability reports and explainability metrics for machine learning models using SHAP, LIME, and feature importance.

Style Guide Builder

13

Generates standardized, actionable style guides to maintain consistent brand voice and formatting across content projects.

TDD Expert

13

Master the red-green-refactor cycle and build high-quality, testable software with expert Test-Driven Development guidance.

Next.js App Router Expert

13

Architects high-performance web applications using Next.js 14+ App Router, React Server Components, and optimized data fetching strategies.

SpecWeave Workflow Detector

13

Orchestrates autonomous software development workflows through intelligent slash commands and automated task tracking.

Kubernetes Security Policies

13

Implements comprehensive defense-in-depth security for Kubernetes clusters using industry-standard policies and access controls.

Visual Regression Testing

13

Automates the detection of unintended UI changes across browsers and devices using screenshot comparison and pixel-diff analysis.

PR Merge

13

Automates safe GitHub pull request merging by validating CI/CD status, review approvals, and merge conflicts before execution.

Grok X Search

13

Searches and analyzes real-time Twitter/X content using xAI Grok-4 to provide live insights, trends, and engagement data.

Increment Quality Judge

13

Evaluates software specifications and plans using AI-powered risk scoring and formal quality gate validation.

Billing & Subscription Automation

13

Builds robust, production-grade billing systems for recurring payments, invoicing, and subscription lifecycle management.

GitHub Issue Tracker for SpecWeave

13

Manages granular, task-level progress tracking and team collaboration directly within GitHub issues for AI-driven development.

GitHub Multi-Project Manager

13

Orchestrates complex software development across multiple GitHub repositories by intelligently splitting tasks and maintaining spec traceability.