Agents take every person from learning a skill, to practicing it, to using it in their real job. The loop runs every day, and gets better every night.
What happens at each step, which agents do it, and what the person comes away with.
Agents gather company context, interview the person, and connect their learning goals with the company's strategic direction.
Agents set the target (Foundation, Practitioner or Proficient) from the organization, or from the person's role and personal goals.
Agents run a battery of tests to find the development gaps and place the person at the right starting point.
Agents create or find learning resources so people grasp the concepts behind the skill set.
Agents meet nightly to decide the best way forward, update their memory, and come up with new lessons and exercises.
Once the foundation is mastered, agents design safe experiments in a sandbox to build confidence.
Agents build scenario-driven practice, from business simulations to short “what if” exercises.
Agents create roleplay personas that simulate real, high-stakes conversations.
Agents suggest live assignments from the person's actual context, so skills get tested in the real world.
Agents treat reporting as one more step in developing both the person and their manager.
Every skill moves through the same three levels. At each one, the agents change how they develop the person.
Teaching
Agents create or find lessons and resources until the person can explain the concepts behind the skill.
Experience
Agents set up practice that pushes back, safe enough to fail and real enough to matter.
Real work
Agents assign missions from the person's own week, review the real work, and the manager confirms the level.
