Test and improve the tools your AI assistant relies on

flowchart TD trig(("user sends test question")):::human s0["assistant selects a tool"]:::task s1["draft final answer with ai"]:::svc s2[["review each tool setup"]]:::mi s3["generate improvement report"]:::task trig --> s0 s1 -->|"one per each connected tool"| s2 s2 --> s3 gx{"× which tool to call"}:::gate s0 --> gx p00["call time tool"]:::task gx -->|"time lookup"| p00 p10["call news tool"]:::task gx -->|"news lookup"| p10 jn{"○ answer drafted"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"working assistant and tool report"/]:::out pay{{"clearer tools and better answers"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff