How I rolled out an AI automation stack for my Product Team and saved 30% of our working time

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A Product Lead on building an AI stack for a team of PMs. Three skills that stuck, three I deleted, and why adoption is the hard part
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I spent a year building AI skills for my product team. The technical part was the easy half. Adoption was the actual problem, and the lessons I got from it weren't the ones I expected.

Three skills are still in active use: a feature-breakdown skill, an A/B rollout skill, and a multi-agent landing page generator. Three got deleted: a status update writer, an "agentic master" planner, and a roadmap prioritization helper. What stuck and what didn't came down to people, not the model.