Use when a user needs a Steam game launch forecast, wishlist-to-sales read, comparable-game analysis, regional demand split, or market signal review for first-week or first-month performance.
Use when a user wants an agent to ingest personal health check-ins from any supported channel, maintain local structured records, produce warm coaching replies, plan reminders, score days, create weekly reviews, or design a Health Pulse-style workflow for fat loss, training, sleep/recovery, alcohol-risk control, and self-review.
Use when working with 4D Games bot runtimes, Feishu/Lark bot channels, Codex worker handoffs, tenant isolation, message routing, and production bot safety boundaries.
Use when recurring Codex/AI automations produce code, reports, QA evidence, or next-step recommendations that need a human-quality review gate before merge, deployment, publication, or trust claims.
Game-development PM method for turning game vision into Experience, Mainstays, Features, Levels, Tasks, Iters, heatmaps, MVP scope, and validation plans.
Use when a user wants to turn a study topic into a durable self-study project that future agent sessions can resume, with roadmap, context, dashboard, and first-week lesson artifacts.