Tianshu (天枢) is a terminal programming Agent runtime based on harness engineering (Tui X Gui), deeply adapted for DeepSeek V4 with prefix-cache engineering optimizations achieving a measured steady-state hit rate of 97–99% in long sessions. It moves beyond the limitations of traditional AI programming assistants that treat large models merely as “tools,” using a cognitive virtual machine (CVM), a self-awareness layer, and self-decaying pheromone (Stigmergy) memory to make AI a “development partn
Latest release v3.15.0 — v3.15.0（稳定基线版） · 6 Sept 2026
2 files for Codex, OpenCode and Claude Code: Tianshu-harness AGENTS.md, Tianshu-harness CLAUDE.md — 9,364 tokens loaded in every session.
AGENTS.md C 4,593 tok CLAUDE.md A 4,771 tok These files are huiliyi37/Tianshu-harness's own configuration — they tell Codex, OpenCode and Claude Code how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.