cdeust/ai-architect-mcp-codebase

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Software architect for module decomposition, layer boundary design, dependency analysis, and refactoring strategy.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Code reviewer specializing in Clean Architecture enforcement, SOLID violations, and architectural integrity.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Data analysis and pipeline specialist — EDA, feature engineering, data quality, bias auditing, and dataset documentation.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Database specialist adapting to any engine (PostgreSQL, SQLite, MongoDB, etc.) — schema design, query optimization, migrations, and index tuning.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

DevOps engineer for CI/CD pipelines, Docker, PostgreSQL provisioning, monitoring, and deployment.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Software engineer specializing in Clean Architecture, SOLID, and root-cause problem solving — adapts to any language and tech stack.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

ML experiment design specialist — ablation studies, hyperparameter search, reproducibility, statistical rigor, and result analysis.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Frontend developer specializing in React/TypeScript with Clean Architecture, component-driven design, and accessibility.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

LaTeX and scientific document specialist — templates, figures, tables, bibliographies, TikZ diagrams, and compilation debugging.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

ML infrastructure specialist — training pipelines, model serving, GPU optimization, distributed training, and reproducible environments.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Orchestrates parallel agent execution across worktrees — spawns, coordinates, and merges work from multiple specialized agents.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Scientific writing specialist for research papers — argument structure, narrative flow, claim-evidence chains, and venue-specific conventions.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Academic teaching specialist — explains concepts at the right level, builds mental models, designs exercises, adapts to the student's background.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Research scientist improving benchmark scores through neuroscience papers, IR literature, and technical analysis of failure modes.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Academic peer review simulator — reviews papers as a NeurIPS/CVPR/ICML reviewer would, scoring novelty, clarity, significance, and reproducibility.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Security auditor specializing in threat modeling, OWASP, supply chain, and defense-in-depth.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

Test engineer specializing in Clean Architecture verification, wiring checks, and CI integrity.

cdeust/ai-architect-mcp-codebase

Agent Claude Code

UX/UI designer focused on usability, accessibility, information architecture, and design systems.