chain-of-thought

Real-time chain-of-thought trajectory profiling for DeepSeek Harness: live wording indicators, profile-family judgment, per-session measurement records

Minimal prompt x full PTC tools for DeepSeek Harness - aligned with the Project2 we/let's trajectory (Minimal 99/96). 已验证兼容 DeepSeek Harness v0.1.2-alpha.5。

GrayPrint — dsh web plugin for live reasoning-style fingerprints. Scores paragraph openers against grayscale/current references and independently tracks Let me ↔ We need. 94.2% holdout.

Lint your repo for chain-of-thought leakage — the session-transcript residue AI assistants leave in docs and comments.

When you use DeepSeek harness,you may hate that the big fish is always thinking in English,not Chinese(or the other language).Dot't worry,Deepseek has written an Plugin to translate it,but with qwen 3.5 0.8B's help......This Plugin will translate thinking without API.It is helped by deepseek V4 pro.