Shared
Expertise.
The right skill, at the right time, applied to the right task. Your specialists' know-how in database design, performance, security, and more, available in every task that needs it, without waiting on the specialist.
Your best specialists can't be in every pull request.
So migrations, performance work, and security-sensitive changes depend on whoever picks them up, and the same mistakes get caught in review again and again.
Reusable skills
The work your best engineers repeat, turned into skills anyone on the team can use. Write down the approach to a migration or a performance pass once, and every agent follows it.
Specialist depth on demand
Database design, performance tuning, security review. Agents bring that expertise in when a task calls for it, so the quality of the work doesn't depend on who picked up the ticket.
Applied at the right moment
Trigger conditions recognize what the agent is about to do, like changing a migration, editing a component, or writing a PRD, and load the right skill before it acts.
Owned and versioned
Every skill has an owner and a history. Update it once as models and your codebase change, and the whole team gets the new version.
Expertise that used to live with a few people shows up in every task.
Specialists spend less time flagging the same issues, and everyone ships work that meets their bar.