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Kracht Agents

Preview

A model, some tools, one loop

An agent is a model with a prompt, the tools it may call, the skills it has loaded, and a memory of the session. The loop is the simple one: the model decides, a tool runs, the model reads the result and goes again. Build one here and watch that loop as a sample trace. It runs no model.

kracht-agents
Preview
Tools it may call
Skills loaded
Memory
Remembers earlier turns in the session. No more than that.

This agent

ModelDeepSeek R1
Toolsweb.search, browser.extract
Skillsweb-research
Memorysession

This is a definition. Nothing runs until the agent runtime under this executes it. Switch to Run to watch the loop as a sample trace.

How it will runsample trace

  1. UserWhat changed in the EU AI Act this month?
  2. Modelcalls web.searchRecent and specific, so I will search rather than answer from memory.
  3. web.search3 results{ "results": [ { "title": "...", "url": "https://..." }, ... ] }

A definition worth keeping becomes a skill: the prompt, the tools and the steps, in one folder the next agent can load.

Save a workflow as a skill

A real run calls the model, executes the tools, and keeps the session in a store: the agent runtime, which is the platform under this. This page is the interface to it. The model can run locally or on a rented card, which is what the Cookbook already sizes.

Size the model