Ancientman Chinese Compression Mode

Problem

Chinese technical answers often come with filler, hedging, and over-explanation, which increases token usage and makes it harder for engineers to extract the actionable part. Ancientman compresses Chinese responses to the core technical information while preserving API names, function names, config values, and full code blocks.

How It Works And Where It Stops

The skill switches between lite, full, ultra, and classical strengths. full is the default, using terse fragments and removing filler; ultra may use abbreviations and → for causality; classical uses minimal classical Chinese but forbids idioms, poetry, and historical references so technical meaning stays precise. It can adapt to styles associated with Doubao, DeepSeek, Qwen, and Minimax. When safety warnings, multi-step operations, or user confusion are detected, it pauses compression and gives a clearer explanation first. It is useful for technical Q&A, error diagnosis, and operation guidance, but not ideal for compliance records, literal step-by-step documentation, or reasoning chains that must remain fully explicit.