Task
Which decision and which user the agent was created for.
Method / no magic
An agent is a role, a process and a verifiable result.
In short: you pick an agent by task, set the boundaries and materials, watch the stages, then review the artifact and its evidence. The model remains part of the system but does not replace the described process, access control and the human decision.
PassportEight fields for a responsible choice
CycleFrom task to decision with a way to stop
QualitySix signs of a good artifact
A demonstration is available with synthetic materials and no customer data processing. Full deployment follows an approved estimate.
01Passport
Eight fields for a responsible choice.
They let you compare agents by process and output rather than marketing claims.
Input
Which data is required and which is superfluous.
Process
Which stages, tools and control points are used.
Output
The shape of the artifact and the criteria for checking it.
Limitations
What the result does not prove and where an expert is needed.
Permissions
Which sources, actions and retention periods are allowed.
Environment
Cloud, team, or local deployment defined for the task.
Verification
Which tests and traces confirm the declared behavior.
02Cycle
From task to decision — with a way to stop.
No stage overrides the user's professional judgment.
Selection
Compare the passport and the limitations.
Setup
Set the goal, data, access and output format.
Execution
Follow the stages and answer the questions.
Review
Match the conclusions against the evidence.
Decision
Accept, revise, repeat or reject.
03Quality
Six signs of a good artifact.
A convincing tone does not count as evidence.
Traceability
Every key conclusion can be traced back to a source or an assumption.
Separation
Facts, interpretations and recommendations are not mixed.
Uncertainty
Gaps, exceptions and contradictions are visible.
Verifiability
The recommendation is turned into an observable test.
Versioning
It is known which data and conditions produced the result.
Accountability
It is clear who makes the next decision.
First step
Choose a ready-made solution or describe your process.
Pick one of the twelve agents and subagents, or fill in the questionnaire for custom development.