Lifecycle Toolkit

In short: AgentSeek standardizes the development workflow around generated apps without owning their runtime.

Context

AI app templates can differ in runtime, frontend, environment variables, and local services.

Developers still need the same basic workflow: create, check, run, inspect, and extend.

How it works

AgentSeek provides the command surface. Each generated project provides the lifecycle behavior.

stable command
  -> project lifecycle spec
    -> template-specific behavior

Why it is like this

The command surface stays predictable across templates.

The generated app keeps control of its runtime details. That makes templates free to evolve without adding a new AgentSeek command for every runtime choice.

Consequences for users

  • You use the same AgentSeek commands across templates.
  • You inspect and change app behavior inside the generated project.
  • You use agentseek task when a template exposes extra project tasks.