setup-guide

Generates a comprehensive overview of a codebase for onboarding, knowledge transfer, or architecture understanding.

Analyzes code for performance issues including slow algorithms, memory leaks, unnecessary re-renders, database query problems, and resource bottlenecks.

Reviews code for bugs, security issues, performance problems, and adherence to best practices.

Scans code for security vulnerabilities including injection attacks, authentication flaws, exposed secrets, insecure dependencies, and data exposure.

Estimates effort for tasks and tickets by analyzing code complexity, dependencies, scope, risk, and historical patterns.

Debugs code issues by analyzing errors, tracing execution flow, identifying root causes, and suggesting fixes.

Turns bug reports, feature requests, technical debt, and ideas into well-structured tickets with acceptance criteria, estimates, subtasks, and labels.

Generates documentation for code including function/class docstrings, module READMEs, API documentation, inline comments, and architecture overviews.

Detects code smells, suggests design pattern improvements, and restructures code while preserving existing behavior.

Analyzes how a proposed change affects existing systems, services, teams, APIs, databases, infrastructure, and workflows.

Generates structured incident postmortem reports by analyzing git history, recent deployments, code changes, logs, and error patterns.

Creates and maintains a living project risk register by analyzing the codebase, dependencies, team structure, timeline, and technical decisions.