Run the CLI: 
pnpm cli
Then type one input at a time. 
stateweave › Hi my name is Radi.
stateweave › What's my name?
The CLI keeps short-term memory by carrying the latest GraphFrame between turns.

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Commands

/prompt   toggle exact prompt passed to the provider adapter
/compare  toggle traditional messages comparison
/graph    toggle Mermaid graph output
/reset    clear short-term graph memory
/full     show full GraphFrame JSON
/compact  show compact graph view
/exit     quit

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One-shot examples

pnpm cli "Find why login fails after token refresh. Login fails after refresh." --compare

pnpm cli "Hi my name is Radi." --graph --prompt
Use this CLI as the minimal demo for what enters the model and what comes back.