The same primitives, recomposed for every mission
An agent is not one monolith — it is a model paired with approved skills, knowledge, tools, a policy and a scope. Change the combination and the same primitives become a different agent.
A model, a set of approved skills and tools, and a policy, applied to a scope.
A signed manifest that declares what it can do, what it cannot, and the tools and paths it may use.
One API, database or application, reached through a connector with its own permissions.
A tracked unit of work an agent carries out, from the question asked to the evidence it returns.
The boundary a team's agents, skills and data live inside, separate from every other team's.
The documents, records and regulations an agent may cite, with permissions and the source attached.
Who is acting — a person signed in through your identity provider, or an agent acting on their behalf.
The rule set that decides what an agent may do on its own, and what it must ask a human for.
A human decision an agent waits for before a change is allowed to run.
The commands, exit codes and output an agent produced, kept per host and per mission.
The enrolled host or worker that actually executes a skill's commands, read-only by default.
The static checks, sandbox run and red-team review a skill passes before it is trusted.
An agent is a model, a set of approved skills, tools and a policy, applied to a scope.
A skill declares what it can and cannot do, the tools it needs, the paths it may read, and how it is evaluated.
Changes wait for human approval before they run.
A security investigation and a university policy question are different combinations of the same primitives.
University
- Student registration system
- University knowledge
- Enrolment policy
- Student-records skill
Does a withdrawn student have the right to re-enrol after two semesters?
Bank
- Transaction systems
- Customer systems
- Regulatory knowledge
- Bank policies
- Compliance skill
Which corporate accounts haven't completed their required review, and why is each one outstanding?
Government
- Case-management system
- Correspondence
- Government policies
- Document skill
Review this case, gather the related correspondence and policies, and prepare the decision package.
IT
- Enrolled application hosts
- Kubernetes API
- Change-management policy
- Kubernetes-cluster-triage skill
Find the cause of today's application latency across the cluster.
Security
- SIEM and EDR
- Enrolled hosts
- Incident-response policy
- Host-triage skill
Investigate this incident across SIEM, EDR and the affected hosts.
The same primitives, recomposed for every mission
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