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Orchestrate build workflows. Environment setup, compilation, and testing.
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Based on SOC occupation classification
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/.
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++.
| name | build |
| description | Orchestrate build workflows. Environment setup, compilation, and testing. |
Build orchestration for Python, C++/CUDA, and hybrid (scikit-build-core) projects.
.ai/bin/agent-build <setup|compile|test|full|doctor|clean>
| Subcommand | What it does |
|---|---|
setup | Create venv / install deps / configure toolchain |
compile | Compile C++/CUDA extensions (no-op for pure Python) |
test | Run test suite |
full | setup + compile + test |
doctor | Diagnose environment issues (missing tools, wrong versions) |
clean | Remove build artefacts (build/, dist/, __pycache__) |
.ai/project.yml / heuristics.poetry install --with dev, then poetry run pytest.cmake -S . -B build -G Ninja -DCMAKE_BUILD_TYPE=RelWithDebInfo, cmake --build build -j, ctest --test-dir build --output-on-failure.poetry run pip install -e . --no-build-isolation, then poetry run pytest tests/python.# First time or after dependency changes
/build setup
# After editing C++/CUDA source
/build compile
# Run tests only (deps already installed)
/build test
# Full clean build
/build full
# Debug a broken environment
/build doctor