Menu
Validate constraint compliance at any time during development.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | check-constraints |
| description | Validate constraint compliance at any time during development. |
Lightweight constraint compliance check. Use at any point during development — does not require running the full test suite.
.ai/bin/agent-check-constraints
Exit 0 = no critical violations. Exit 1 = violations found.
pip install traces, .venv/ is inside the project.master, main, develop, release/*, hotfix/*).poetry.lock exists and is not stale
relative to pyproject.toml..ai/scripts/forbidden_patterns.py to detect
pip install, bare except:, eval()/exec(), mutable defaults, hardcoded secrets./pre-commit/check-constraints checks policy compliance (branch, deps, forbidden patterns).
/pre-commit additionally runs formatters, linters, type checker, and tests.
Run /check-constraints for a fast policy check; run /pre-commit before committing.
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.
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++.