Learning contracts

Examples

Runnable PersonaKit roots that show practical operating contracts for real AI coding workflows.

Each example teaches a different boundary. Start with the page text, inspect the summary, then browse the static root if you want to see the authored source.

Choose The Closest Root

Bounded Implementation

Use CLI Maintenance when code editing is allowed and deployment or autonomous loops must stay forbidden.

Open CLI Maintenance

MCP Grounding

Use MCP Grounding when a client should resolve PersonaKit context before choosing host-local tools.

Open MCP Grounding

Read-Only Review

Use Review Session when the reviewer should produce findings without becoming the implementer.

Open Review Session

Pack Authoring

Use Pack Authoring when you are creating or revising reusable PersonaKit pieces.

Open Pack Authoring