huiliyi37 / Tianshu-harness
Tian Shu Harness is a terminal programming agent that needs to answer the core question: How can the model deliver stably—without target drift, with evidence for completion, and with closed-loop verification; it does not say "it should be fixed." To achieve this, it establishes a Cognitive Execution Environment (CVM) between the model and the real world, externalizing goals, states, evidence, resources, permissions, and termination conditions from the conversation history, which is continuously managed during runtime. It is also highly optimized for deepseek v4.
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About
天枢harness是一个的终端编程智能体，它要回答的核心问题是：模型何以稳定地交付——目标不漂移、完成有证据、验证有闭环，不说"应该修好了"。为此它在模型与真实世界之间建立一层认知执行环境（CVM），把目标、状态、证据、资源、权限与终止条件从对话历史中外部化，由运行时持续管理。同时对deepseek v4极度优化。Summarised by AI from the README; the original prevails
Author description: Tian Shu Harness is a terminal programming agent that needs to answer the core question: How can the model deliver stably—without target drift, with evidence for completion, and with closed-loop verification; it does not say "it should be fixed." To achieve this, it establishes a Cognitive Execution Environment (CVM) between the model and the real world, externalizing goals, states, evidence, resources, permissions, and termination conditions from the conversation history, which is continuously managed during runtime. It is also highly optimized for deepseek v4.
Basic listing based on official public information; functionality has not been independently evaluated.
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