Use at the start of ANY coding task in a repository — feature work, bug fixes, refactors, or new projects. Applies harness engineering principles to ensure the agent works with and improves the repo's knowledge architecture, mechanical constraints, and feedback loops. Based on OpenAI's principles from building a million-line codebase with 0 manually-written lines of code.
2026-03-29