See what a conversation feeds the model, what your rules keep out, and what one click would change.

Your agent grades every slip A+ to F-, links your books and tracks your record. No wager placement.

Show the instruction graph your coding agents actually receive.

Enables agents to analyze OpenAPI contracts for deterministic integration risks, plan auth, sync, action, and webhook candidates, and diff contract versions for likely breaking changes through read-only tools.

Fix and diagnose DeepSeek Harness on native Windows. Official PowerShell, Workspace Write, shortcuts, and legacy preset repair. No WSL.

Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor