I suggest rolling it out in 2 stages. First with manual approval, and after, switch to fully automatic mode. Example flow (run in the thread with URL, like from inside the github community channel or community forum channel) - User: **Bot** respond - Bot: Here is the proposed response: `....`. Would you like me to respond? - User: Modify it to mention `...` - Bot: Sure, here is modified response: ``. Would you like me to respond? - User: **Bot** send response - <actually sends it to github/discourse>