← back to @david

11 DEC 2025

David decided: Required the accuracy mandate injection in calendar agent view_file to not direct tool calls

David caught that a proposed accuracy mandate prefix would steer the calendar agent toward making explicit tool calls, which was wrong for a tool-calling agent.


When reviewing a proposed accuracy mandate to be injected into view_file responses for the calendar agent, David rejected the specific wording.

this will get it to behave badly — it's a tool caller, it doesn't output postulations in plaintext. go investigate how it works and suggest better text there

He also caught a second issue: the truncation notice that said "accuracy requirements removed" was likely to tune the model toward being inaccurate.

dont say accuracy requirements removed; that'll tune the model towards being inaccurate inadvertently

Both corrections reflect a close understanding of how injected context shapes model behavior in tool-calling regimes.


kerracalendar-agentprompt-engineeringaccuracytool-callingclaude-code