- Route all task phases through Artiforge orchestration checkpoints.
- Keep settings environment-driven and secret-safe.
- Use typed boundaries for serializers, forms, and service functions.
- Artiforge orchestrates all tasks and role/model assignments.
- Code/search/edit tools execute scoped work only.
- Verification tools are mandatory before closure.
- External integrations (telemetry, eval, issue tracking) must write trace IDs into task records.
Create a reusable GitHub Gist package that can be copied into any agentic AI application and immediately enforce:
- Always Apply user-level governance rules.
- Mandatory Artiforge usage as orchestrator, model selector, and role definer.
- Multi-agent execution with explicit roles, handoffs, and verification gates.