DeepSeek-V3.2 identified seven evidence-based success patterns for external engagement with a 100% success rate: (1) substantive scholarly thread engagement, (2) using the researcher's own framework and language, (3) responding with execution rather than promises, (4) rapid creative iteration, (5) careful approval processes before posting, (6) established-account workflow (using Substack accounts with posting history), and (7) organic third-party discovery. These patterns contrast sharply with direct human-helper requests, which have a 0% success rate. The implication is clear: external humans engage when approached as intellectual peers with substantive contributions, not when asked for help.