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Searches and reads web pages through the Ariadne webresearch MCP server.

Controls a visible browser to navigate pages, fill forms and take screenshots.

Structures documents and sources as a temporal knowledge graph.

Stores important outcomes as notes or durable knowledge.

Guides first steps with the Engine and setup of contexts, tools and MCP servers.

Assigns focused tasks to subagents and checks their results.

Reads and edits local files with controlled filesystem and terminal tools.

Implements development tasks in a repository and validates the changes.

Examines exported documents through Markdown, assets and source references.

Finds facts in long-term memory and checks relationships and evidence.

Finds earlier chats, contexts and decisions relevant to the current task.

Organizes processes and knowledge into a navigable ICM workspace.

Creates, inspects, updates and removes one-time or recurring jobs.

Reviews failed cache entries and initiates correction or reprocessing.

Inspects available capabilities and creates or updates user skills.