Context engineering in practice. Jumpscript is our method for building living context packages that transform human-AI collaboration.
Prompt engineering was always a strange idea: to get value from AI, humans should learn to think like machines. It put the burden in exactly the wrong place. Jumpscript exists to move it back.
A Jumpscript is a living, curated context package—a structured articulation of the objectives, constraints, relevant information, expert judgment, roles, decisions, and feedback that a piece of recurring work depends on. Instead of re-explaining the situation every time, you give people and AI a shared foundation to operate from. It is the applied method; context engineering is the broader discipline it belongs to.
What makes a Jumpscript different from the things it is often confused with: it is not a prompt library, because it captures intent and context rather than clever phrasings. It is not a static knowledge base, because it evolves with the work it supports. It is not a one-time brief, because it is maintained as a living asset. A prompt gets you one good answer; a Jumpscript gets a team consistent, aligned work over time.
Jumpscripts scale through four levels of maturity. Individual Jumpscripts capture one person's context for their own repeatable work. Team Jumpscripts create shared context so a group operates from common assumptions. Domain Jumpscripts encode the knowledge and workflows of an entire function. Enterprise Jumpscripts interconnect those domains into a living model of how the whole organization operates—the "company in a box."
The practical payoff is the elimination of specific, familiar frictions: the re-prompting, the lost context, the inconsistent outputs, the expertise that cannot transfer because it lives only in one person's head. Each of those is a form of Hidden Lag, and each is addressable by making context explicit and shared.
The promise is not that humans stop thinking. It is that they stop having to translate themselves into prompts—and start working with AI the way they work with a well-briefed colleague.
Where does this show up in your organization?
If this resonates, the next step is a conversation about where Hidden Lag concentrates in your work.