Meet the team that develops your people
Nine agents, each with one job, running 92 subagents between them. They work as one around every person, meet every night, and get better with every cohort.
The plan
Know the person, set the direction
Onboardingλ
Interviews each person and links their goals to the company's direction.
- Interviews each person about their goals, obstacles and how they learn
- Gathers the company's context and strategy
- Links each person's goals to where the company is going
3 subagentsNodxμ
Holds the plan and decides which agent works next.
- Holds every person's development plan
- Sets the target levels and runs the assessment
- Decides which agent works next, and when
64 subagents
The path
One agent per level, then the real job
Foundationα
Teaches the concepts until the person can explain them.
- Finds or builds lessons for each gap
- Checks understanding in the person's own words
- Moves on once the concepts are held
4 subagentsPractitionerβ
Puts the person in the situation and makes them decide.
- Designs sandboxes, simulations and roleplays
- Coaches every attempt
- Raises the difficulty as confidence grows
8 subagentsProficientν
Has them build the real thing, then reviews it.
- Has the person build the real thing
- Reviews the work against the standard
- Says what to change before it counts
2 subagentsFieldγ
Takes it into real work until it's routine.
- Picks live missions from the person's actual week
- Prepares the moment and follows up after it
- Turns the debrief into the next step
3 subagents
For leaders and admins
What moved, and what to do about it
Manager Analyticsδ
Keeps each person's record and shows managers what they can do.
- Keeps each person's record of levels and evidence
- Prepares short check-ins for managers
- Shows who moved up and who needs support
3 subagentsProgram agentξ
The admin's agent: reads the whole program and acts on it.
- Reads the whole program
- Spots missing content and builds it
- Keeps programs in line with the strategy
2 subagentsAdminπ
Acts on the admin's behalf to create reports and insights.
- Acts on the admin's behalf
- Creates reports and insights on request
- Answers questions about the whole organization
3 subagents
The specialists
Behind the nine agents are the specialists they call on, each built for one task. Here are 25 of the 92.
| Specialist | Works for | Level | What it does |
|---|---|---|---|
| Interviewer | Onboarding | Start | Runs the first conversation: goals, obstacles, and how the person likes to learn. |
| Context Researcher | Onboarding | Start | Reads the company's strategy, roles and skill frameworks. |
| Goal Linker | Onboarding | Start | Ties each personal goal to a company priority. |
| Target Setter | Nodx | Start | Sets the target level for each skill set, from the role or the organization. |
| Assessment Agent | Nodx | Start | Checks understanding on meaning, and places each person at their level. |
| Planner | Nodx | All | Decides the next step, and which agent takes it. |
| Experiment Agent | Nodx | All | Tests what works overnight, and rolls the better way out to everyone. |
| Lesson Agent | Foundation | Foundation | Builds a short lesson for the exact gap, in minutes. |
| Resource Curator | Foundation | Foundation | Finds the best material in your library, and beyond it. |
| Explainer | Foundation | Foundation | Turns a hard concept into a clear explanation, with examples from the person's work. |
| Sandbox Designer | Practitioner | Practitioner | Designs safe experiments to try a skill without risk. |
| Simulation Agent | Practitioner | Practitioner | Builds branching simulations where every decision has consequences. |
| Voice Agent | Practitioner | Practitioner | Plays the other side of a live call, and hides the facts until they're earned. |
| Persona Builder | Practitioner | Practitioner | Creates realistic characters for roleplays, from your own clients and roles. |
| Supervisor | Practitioner | Practitioner | Watches patterns across rounds, and decides when to step in. |
| Decision Coach | Practitioner | Practitioner | Sits beside the person before each choice, and asks the right question. |
| Psychologist | Practitioner | Practitioner | Makes one observation on how the person decides, not what. |
| Instructor | Practitioner | Practitioner | Gives the one thing to say this round. |
| Analyst | Practitioner | Practitioner | Makes one strategic observation and gives one directive per round. |
| Work Reviewer | Proficient | Proficient | Reviews the real work against the standard, before it counts. |
| Mission Planner | Field | Proficient | Picks live assignments from the person's actual week. |
| Debrief Agent | Field | Proficient | Turns what happened in the real moment into the next step. |
| Check-in Writer | Manager Analytics | All | Prepares a short check-in for the manager, with the evidence. |
| Content Gap Finder | Program agent | All | Spots what a program is missing, and builds it. |
| Report Builder | Admin | All | Creates reports and insights on request, for the whole organization. |
How they work together
No agent works alone. Nodx holds the plan, and the others pick it up where it needs them.
One plan per person
Every agent works from the same plan, so each step picks up exactly where the last one left off.
They meet every night
The agents review the day, decide the best way forward, and rewrite tomorrow's plan.
What works spreads
When something works for one person, it's passed on to everyone like them.
Subagents: the specialists
Each agent runs a team of subagents. They're the specialists who create the content, build the assessments and reports, and coach and mentor people on their journey.
- Lesson builder
- Simulation designer
- Roleplay persona
- Assessment writer
- Coach
- Mentor
- Report writer
- Mission planner