Scan Code Submissions → Generate Disclosure → Update Wiki
Automatically analyze code contributions for AI assistance, generate standardized disclosure forms, and maintain a transparent project wiki of AI usage policies.
Workflow Steps
GitHub
Monitor repository commits
Set up GitHub webhook to trigger on every new commit or pull request merge. Capture commit message, author, changed files, and code diff data.
OpenAI GPT-4
Generate AI disclosure questionnaire
Analyze the code changes and generate a personalized disclosure form asking specific questions about AI tools used, prompts employed, and human modifications made to any generated code.
Typeform
Send disclosure form to contributor
Automatically create and send a Typeform survey to the commit author with GPT-4's generated questions. Set up conditional logic to require detailed answers for complex changes.
Notion
Update project transparency wiki
When disclosure form is completed, automatically add entry to project's Notion wiki page tracking AI usage, including contributor name, disclosure details, and code impact assessment.
Workflow Flow
Step 1
GitHub
Monitor repository commits
Step 2
OpenAI GPT-4
Generate AI disclosure questionnaire
Step 3
Typeform
Send disclosure form to contributor
Step 4
Notion
Update project transparency wiki
Why This Works
Automates the entire disclosure process while maintaining transparency, reducing friction for contributors while ensuring maintainers have full visibility into AI usage.
Best For
Open-source maintainers requiring transparent AI usage disclosure
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