AI Disclosure currently lacks LLM integration—at present, the AI Disclosure section is filled out entirely manually, operating on an "honor system" (relying on individual conscientiousness).
A natural extension of this would be to introduce an ods generate pr command that hooks into an LLM to automatically analyze the code diff and generate a draft PR body complete with the AI Disclosure section. This would transform ODS from a mere "compliance constraint" into a genuine "productivity tool," fundamentally shifting the motivation for its adoption.
AI Disclosure currently lacks LLM integration—at present, the AI Disclosure section is filled out entirely manually, operating on an "honor system" (relying on individual conscientiousness).
A natural extension of this would be to introduce an
ods generate prcommand that hooks into an LLM to automatically analyze the code diff and generate a draft PR body complete with the AI Disclosure section. This would transform ODS from a mere "compliance constraint" into a genuine "productivity tool," fundamentally shifting the motivation for its adoption.