Transparent, rules-compliant Reddit engagement: research subreddits, scan threads with real search syntax, score thread-fit and moderation risk, draft disclosed replies, follow Reddit's API policy, log outcomes. Use when planning Reddit research, outreach, or draft replies for a product, client, or community.