Creates its own capabilities.

Self-Building Tools

When the AI encounters a task that requires capabilities beyond its built-in toolkit, it creates a new tool on the spot. It defines a JSON schema and writes a Python implementation. The tool is stored globally in ~/.kognisant_core/skills/ and becomes available in all future sessions across all projects automatically.

See it in action

How it works

1. 1

   During a task, if no existing tool matches the need, the AI recognizes this and initiates tool creation.

2. 2

   It defines a JSON schema with parameters, types, and descriptions. This is the tool's interface.

3. 3

   It writes the Python implementation (typically 20-60 lines) that fulfills the schema contract.

4. 4

   The tool is saved to ~/.kognisant_core/skills/, tested immediately, and used for the current task.

Key capabilities

Use cases

• Parse project-specific file formats (Docker, Terraform, etc.)
• Interact with project-specific APIs or CLIs
• Automate repetitive project-specific workflows
• Build tools for domain-specific analysis

Commands