graduate

Run a contiguous range of task files unattended.

Q&A-only exploration session.

Identify shallow modules and structural weaknesses in the current codebase; propose deeper agent-friendly module designs

Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.

Take a feature from idea to committed code: size the change, interview, one spec with an approval gate, task files, then an unattended execute-tasks run.

Relentless one-at-a-time interview to stress-test a plan, decision, or idea until you reach a shared understanding

Rust coding standards: ownership, error handling, traits, concurrency, and project structure.

Kotlin coding standards: null safety, coroutines, data classes, and project structure.

Decompose an approved spec into task files, one per vertical slice, each with Given/When/Then acceptance criteria.

Language-agnostic coding principles: readability, simplicity, and maintainability for any programming language.

Python coding standards: type hints, error handling, async patterns, and project structure.

Go coding standards: idioms, error handling, interfaces, concurrency, and project structure.