Turn company context into reusable instructions

Knowledge and corrected working methods become material for later AI tasks.

Agent Swarm retains shared context and corrected methods as reusable skills. StrykeHQ packages requests into reviewed prompts, checklists and handoff material. Doczen discovers enterprise context for workflow automation. These sit at different stages of the same preparation problem: preserving how the organization works so each task need not start from an empty prompt.