repo_template

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.

Code quality validation before commits. Runs formatters, linters, type checkers, and tests.

Diagnose and fix pyenv+Poetry environment issues. Checks pipx install, in-project venv, TUNA source, Python version. STOP and ask user if any mandatory check fails.

Retrieve library/API documentation from Context7 MCP server. Auto-triggered for doc lookups.

Navigate and analyse code structure. Find definitions, trace dependencies, analyse call graphs.