Session initialization — run at the start of EVERY session before any other action.
Karpathy-inspired behavioural guidance for non-trivial coding, debugging, review, or refactor work. Use to surface assumptions, keep changes minimal, and define verifiable success criteria.
Manage dependency-aware multi-session workflows in agent_roadmaps/.
Orchestrate build workflows. Environment setup, compilation, and testing.
Validate constraint compliance at any time during development.
Create a new project from the repo_template. Supports Python, C++/CUDA, and Hybrid projects. Template-only skill.
Add dependencies. Poetry for Python, CPM through CMake for C++.
GPU CI patterns for CUDA compilation caching, manylinux wheels, and multi-arch builds. Use when distribution=pypi-wheel or hardware_targets includes cuda.