boomzikazita/dsh-cybernetics

README 摘要

dsh-cybernetics A cybernetic control kernel runtime for DeepSeek Harness (DSH). It wraps an agent session in a classical closed-loop control system — observer, feedforward controller, feedback correction, and actuators — so the harness can watch its own tool-call behavior, detect instability (divergence, oscillation, redundant calls, tool-stuck loops), and adapt its own operating mode in real time. Implemented as a Cordis plugin (pure ESM) and informed by classical engineering cybernetics ( Engineering Cybernetics , Tsien Hsue-shen & Song Jian, 3rd ed.). 中文简介：dsh-cybernetics 是一个面向 DeepSeek Harness 的「控制论内核」运行时插件，用经典控制回路（观测器 / 前馈控制 / 反馈校正 / 执行器）让智能体自我观测、自我诊断并自适应调节运行档位。源码注释含中文，功能文档以英文为准。 Features - Observer — per-session in-memory state plus JSONL persistence ( /.dsh/cybernetics/state log.ndjson ); pHat and the current mode survive restarts via boot-time log replay. - Feedforward control — tools/pre-execute rule table with tool-name whitelists and argument regexes. Destructive commands are routed through an approval gate ( dry-run+confirm ); flaky network commands are logged and warned ( retry+timeout ). - Feedback correction — tools/result events feed a delta signal (0 = success, 1 =…

分类