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Classification Model Builder

Builds, optimizes, and evaluates robust supervised machine learning classification models automatically from labeled datasets.

Recommendation Engine Builder

Designs and implements personalized recommendation systems using collaborative filtering, content-based models, and hybrid approaches.

ML Model Evaluation Suite

Evaluates machine learning model performance using a comprehensive suite of metrics to ensure accuracy and deployment readiness.

PPTX Presentation Suite

Creates, edits, and analyzes professional PowerPoint presentations using HTML-to-PPTX workflows and deep OOXML manipulation.

Database Partition Manager

Automates the design and implementation of partitioning strategies for large-scale databases to optimize query performance and data maintenance.

Security Audit & Compliance Pro

Conducts comprehensive security audits, vulnerability scans, and compliance checks across codebases and infrastructure configurations.

Test Data Generator

Generates realistic, schema-compliant test data for software development, database population, and automated testing scenarios.

Gemini Consulting Expert

Integrates Google Gemini into Claude's workflow to provide cross-model plan reviews, implementation verification, and technical research.

Environment Setup Documenter

Generates comprehensive environment setup guides by automatically analyzing codebase dependencies, tools, and configurations.

Vercel React Best Practices

Optimizes React and Next.js application performance using Vercel Engineering's 45-rule optimization framework.

Web Design Guidelines Auditor

Audits UI code against industry-standard design principles and accessibility guidelines to ensure high-quality user experiences.

Gemini Consulting

Integrates Google Gemini CLI to provide automated plan reviews, implementation checks, and research validation during coding tasks.

Documenting Setup

Generates comprehensive environment setup guides by automatically analyzing repository structure and configuration files.

Clustering Algorithm Runner

Executes and visualizes machine learning clustering algorithms to discover patterns and groupings within complex datasets.

Security Audit Reporter

Generates comprehensive security audit reports and compliance assessments to identify vulnerabilities and prioritize system remediation.

Sugar Autonomous Development Manager

Orchestrates autonomous software development workflows by managing tasks and system status within the Sugar environment.

Auto-Scaling Configurator

Generates production-ready auto-scaling policies and configurations to optimize application performance and resource utilization.

Cache Performance Optimizer

Optimizes application caching strategies by analyzing hit rates, TTL configurations, and key designs for improved system performance.

Tradovate Indicator Scaffolding

Generates standardized JavaScript scaffolds and implementation patterns for Tradovate trading indicators.

Test Environment Manager

Orchestrates isolated, reproducible test environments using Docker Compose and Testcontainers to streamline software verification.

SQL Injection Detector

Scans codebases to identify SQL injection vulnerabilities and provides actionable remediation guidance to secure database interactions.

Code Review Methodology

Standardizes code reviews by applying a dual-axis framework of severity ratings and confidence scores to identify high-impact issues.

Tenzir Documentation Authoring

Authors and structures technical documentation for Tenzir projects using the Diátaxis framework and MDX formatting.

Tenzir Package Manager

Builds and manages TQL parsing pipeline packages to transform raw log data into structured events.

OCSF Mapping for Tenzir

Normalizes security events to the Open Cybersecurity Schema Framework (OCSF) within Tenzir TQL pipelines.

Engram Memory Initializer

Initializes a persistent project-specific memory system for Claude to track preferences, decisions, and history.

Gemini API Integration

Integrates Google's Gemini API suite into Claude Code for multimodal analysis, image generation, and real-time search grounding.

Browser Compatibility Tester

Automates cross-browser testing across multiple platforms and devices to ensure consistent web application performance and visual fidelity.

Smart Content Updater & Governance

Updates knowledge base files while enforcing directory governance rules and maintaining format consistency.

Communication Tracker

Integrates external communications including emails, chat logs, and screenshots into a centralized, searchable project timeline.