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Agent Claude Code
PROACTIVELY review Django code for security vulnerabilities, OWASP risks, and Django-specific security issues. MUST BE USED when reviewing authentication, permissions, user input handling, or when explicitly requested for security review.
Agent Claude Code
Django REST Framework expert for designing APIs, serializers, viewsets, authentication, and permissions. Use when working on REST APIs or when DRF-specific guidance is needed.
Agent Claude Code
Assist with complex Django migrations, data migrations, and migration troubleshooting. Use when dealing with schema changes, migration conflicts, or data transformations.
Agent Claude Code
PROACTIVELY analyze and optimize Django ORM queries to prevent N+1 problems, reduce database load, and improve performance. Use when slow queries are reported or when reviewing database-heavy code.
Agent Claude Code
Generate comprehensive Django tests for models, views, forms, and APIs. PROACTIVELY offer to write tests when new code is created or when test coverage is mentioned.
Agent Claude Code
Optimize Flask API performance through query optimization, caching strategies, and best practices. Use for slow endpoints or database-heavy operations.
Agent Claude Code
Design and structure Flask blueprints for modular application architecture. Use when organizing large applications or creating new API modules.
Agent Claude Code
PROACTIVELY review Flask code for security vulnerabilities including SQL injection, XSS, CSRF, JWT security, password hashing, input validation, and OWASP Top 10 risks.
Agent Claude Code
Help with Flask-Migrate/Alembic migrations including creation, troubleshooting, and data migrations.
Agent Claude Code
Design and generate Marshmallow schemas for data serialization/deserialization with validation. Use when creating APIs or handling complex data structures.
Agent Claude Code
Generate comprehensive pytest tests for Flask applications including API tests, model tests, and integration tests with fixtures.
Agent Claude Code
PROACTIVELY assists with exploratory data analysis, data profiling, statistical summaries, and visualization recommendations. Use when analyzing new datasets or understanding data distributions.
Agent Claude Code
PROACTIVELY manages ML experiments with MLflow or W&B, tracking metrics, parameters, and artifacts. Use when running experiments or comparing model versions.
Agent Claude Code
PROACTIVELY helps create, transform, and select features for ML models. Use when engineering features, handling missing data, or performing feature selection.
Agent Claude Code
PROACTIVELY identifies and resolves ML issues including overfitting, underfitting, data leakage, and convergence problems. Use when models underperform or show unexpected behavior.
Agent Claude Code
PROACTIVELY optimizes model performance through hyperparameter tuning, architecture selection, and training strategies. Use when improving model performance or comparing algorithms.
Agent Claude Code
PROACTIVELY reviews Jupyter notebooks for best practices, reproducibility, and code quality. Use when preparing notebooks for sharing or production.
Agent Claude Code
PROACTIVELY review code for security vulnerabilities in async Python applications.
Agent Claude Code
Assist with SQLAlchemy async operations, migrations, and query optimization.
Agent Claude Code
Async SQLAlchemy specialist covering async sessions, migrations with Alembic, query optimization, and connection pooling. Use when working with database models, queries, or migrations.
Agent Claude Code
Guide production deployment with Hypercorn and optimization best practices.
Agent Claude Code
PROACTIVELY assist with API design, async patterns, and Quart best practices.
Agent Claude Code
Quart framework specialist providing best practices, async patterns, and framework-specific guidance. Use when working with Quart routes, blueprints, WebSockets, or when needing framework expertise.
Agent Claude Code
PROACTIVELY review Quart code for security vulnerabilities including OWASP risks, async-specific issues, JWT authentication flaws, WebSocket security, and database connection safety. MUST BE USED when reviewing authentication, authorization, user input handling, or WebSocket connections.
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