Agent Harness
Give every agent the context, tools, and rules its job requires.
A model can generate an answer. A useful agent also needs a defined role, approved business context, permitted tools, model rules, and a dedicated place to work.
Agent harness
Beyond the prompt
A useful agent needs more than a strong prompt.
Without a defined role, maintained context, clear permissions, and consistent model rules, people end up rebuilding the setup from one conversation to the next.
A focused job
Define the intended user, outcome, and boundaries.
Maintained context
Keep relevant knowledge available without repeated copying.
Clear capabilities
Make tools and permissions part of the agent definition.
Consistent rules
Keep model choices, limits, and expectations visible.
The setup around the model
These pieces form the agent harness.
The agent harness is the combination of instructions, context, tools, permissions, and model rules prepared for a specific job. In practice, it means the user does not have to rebuild the setup for every conversation.
Focused agent
Role & Instructions
The job, goals, behavior, boundaries, and useful result.
Context & Memory
Approved knowledge, working files, conversation context, and available continuity.
Skills, Tools & Permissions
The capabilities the agent may use and the access it receives.
Models & Operating Rules
Configured model choices, limits, validation, and behavior.
The current AgentShelf model
One agent works with one user through its dedicated workspace.
The workspace is where the user manages the agent’s context, tools, conversations, results, and available activity.
User
Owns the job, reviews the work, and decides the next step.
Dedicated workspace
Holds working context and surfaces conversations, results, and records.
Focused agent
Applies its defined role, context, tools, and model rules.
From job to working agent
Configure the essentials once. Improve them with evidence.
- 01
Define the job
Identify the intended user, outcome, and boundaries.
- 02
Add context and capabilities
Provide approved knowledge, tools, and permissions.
- 03
Set the rules
Choose model behavior, limits, and human review points.
- 04
Test and improve
Use representative work and refine the definition.
Available context, tools, records, and deployment behavior depend on the agent and the experience being used.
Turn a clear business job into a focused agent.
See how Agent Builder and the dedicated workspace bring the role, context, tools, and rules together.