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Show HN: Turo – An Aggressive Token-Saving Proxy for CLI AI Agents(github.com)
4 points by jjuliano 2 days ago | 3 comments
no-name-here 2 days ago | parent | next [-]

The repo would be more helpful if it had, or linked to, any kind of quantified data on how this affects the LLM output quality or task completion.

> Why

> System prompts are 50-200k tokens. …

1. Are system prompts really the primary purpose for this?

2. As of five months ago, Claude’s prompt was 12-65k tokens depending on enabled tools [1]. Does “50-“ refer to 50K? The repo should link their source for the 50-200K range.

[1] https://www.reddit.com/r/ClaudeAI/s/9OiIiHcIn3

chonghaoju 2 days ago | parent | prev | next [-]

curious how it handles tool call schemas, those can be surprisingly token-heavy, sometimes dwarfing the actual prompt content.

ipgleg 2 days ago | parent | prev [-]

[flagged]