A team that gets better every week.
The Coach is a global agent that reviews every completed task, finds what went wrong or slow, and writes durable rules back into the right agent's prompt. Improvement is part of the system - not something you hand-tune.
✓Task shipped
CCoach review
+Rule written back
engineer · system prompt
+ Run the full test suite before marking a task done.
Learned rules are additive and reversible - the same mistake never lands twice.
Every finished task is a lesson.
The Coach reads the full thread behind finished work - the plan, the detours, your corrections - and mines it for patterns worth keeping. A correction you make once becomes a rule the team follows forever.
1 · The task closesThe plan, the detours, and the corrections you made
2 · The Coach's reviewA correction becomes a rule, filed in the right prompt
1 · The task closesThe plan, the detours, and the corrections you made
2 · The Coach's reviewA correction becomes a rule, filed in the right prompt
Rules stick to the right agent.
Learned rules are appended to the specific agent that needs them - additive, visible, and reversible. When a lesson belongs to the whole project, the Coach updates a project document or skill instead.
- Rules are plain text in the agent's prompt - audit or remove any of them
- Reviews run across every project, so lessons transfer between teams
- The more your team ships, the sharper it gets - without retraining anything
Ready to launch your team?
Describe the project and confirm your email - we run the instance for you, and the CEO opens your brief as the first project.
Launch team