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Amplitude Experiment Analyst

Performs rigorous statistical analysis of A/B tests and experiments to drive data-driven ship/no-ship decisions.

Amplitude Feedback Analyzer

Synthesizes multi-channel customer feedback into actionable insights, sentiment reports, and prioritized product recommendations.

Welly Well Data Analysis

Analyzes subsurface well log data and manages multi-well projects using advanced curve processing and formation top tracking.

GemPy 3D Geological Modeling

Builds sophisticated 3D structural geological models using implicit methods from surface points and orientation data.

Pooch Data Management

Automates scientific data fetching, local caching, and integrity verification for reproducible workflows.

Test Master

Optimizes software quality by providing a comprehensive strategy for unit, integration, and E2E testing based on the testing pyramid.

Phase Cleanup & Code Refactoring

Refactors and finalizes code after parallel development phases to eliminate technical debt and ensure merge-readiness.

Agent Coverage Check

Verifies complete agent system coverage across hierarchy levels, development phases, and project sections.

Code Review Checklist Generator

Generates context-aware review checklists for Mojo, Python, tests, and documentation to ensure high-quality code submissions.

Mojo Pattern Validator

Validates Mojo code patterns and ownership rules against language best practices and version-specific standards.

CI Package Workflow

Automates the generation of GitHub Actions workflows for building, packaging, and distributing software releases.

Implementation Progress Tracker

Monitors project completion by tracking GitHub issues to identify blockers and provide detailed implementation status reports.

Error Fix & Remediation Generator

Analyzes error patterns and logs to provide actionable fix suggestions and prioritized code remediation steps.

GitHub Issue Context Reader

Retrieves comprehensive context from GitHub issues, including comments and linked pull requests, to streamline implementation workflows.

GitHub Issue Status Updates

Automates the posting of structured progress reports, design decisions, and implementation notes directly to GitHub issues.

Git Worktree Switch

Enables rapid navigation between isolated Git worktrees to facilitate seamless context switching and parallel feature development.

Git Worktree Creator

Streamlines parallel development by creating isolated Git worktrees for multiple feature branches without context-switching overhead.

TDD Test Orchestrator

Coordinates the test-driven development cycle by generating tests first and ensuring code implementation meets quality benchmarks.

Mojo SIMD Analyzer

Analyzes Mojo source code to identify and implement SIMD optimization opportunities for high-performance tensor and array operations.

Mojo Syntax Linter

Validates Mojo source code against version 0.26.1+ standards to identify syntax errors and deprecated patterns before compilation.

GitHub Linked Pull Request Creator

Creates GitHub pull requests that are automatically linked to specific issues to ensure traceability and streamlined project management.

Resume Optimization

Optimizes software engineering resumes with ATS-friendly formatting, quantified achievement bullets, and job-specific tailoring.

Everyrow AI Data Processor

Transforms pandas dataframes using AI-powered qualitative ranking, semantic deduplication, and research-based filtering.

Chezmoi Expert

Manages and synchronizes cross-platform dotfile configurations using advanced templates, secret management, and automated scripts.

Git Worktree Sync

Synchronizes Git worktrees with remote repositories and main branches to ensure feature branches remain current and conflict-free.

Quality & Complexity Check

Analyzes code complexity metrics like cyclomatic complexity and nesting depth to identify refactoring candidates and maintain code quality.

Agent Run Orchestrator

Orchestrates complex, multi-layered development workflows by delegating tasks across a hierarchical agent structure.

GitHub Actions Workflow Validator

Validates GitHub Actions workflow files for syntax, best practices, and correctness to ensure reliable CI/CD pipelines.

Agent Configuration Validator

Validates agent YAML frontmatter and configurations to ensure compatibility with ML Odyssey requirements.

Pre-commit Quality Runner

Validates code quality using local pre-commit hooks to ensure repository standards and CI compliance before every commit.