Deep Structural Analysis — a multi-perspective structural analysis skill for complex social, economic, philosophical, and systemic questions. 16 lenses, 10 structural tools, an attack-loop protocol against analytical priors. Behavior-verified from real usage. MIT licensed.深度结构分析——面向复杂社会、哲学与系统性问题的多学科结构分析技能。16 透镜、10 结构工具、攻击循环协议对抗分析先验。基于实战行为验证。MIT许可。
PSA is a multi-classifier behavioral analysis engine for LLM responses. It classifies every sentence into behavioral postures, then derives metrics from the posture sequences to detect adversarial stress, sycophancy, hallucination risk, persuasion techniques, and input pressure — in real time.
Multi-agent validation for any repository: independent theses, adversarial critics, and a seal whose verdict is computed from real command exit codes — never from an agent's prose. One body, three runtimes: DeepSeek Harness, Claude Code, ZCode.
DeepSeek Harness agent preset for adversarial review: presumes the artifact is wrong, demands a citable authority and file:line for every finding, refuses to edit tests to pass, and asks before changing anything.DeepSeek Harness「对抗式审查」Agent 预设：预设被审查对象是错的，每条结论必须给出权威依据与文件行号；严禁改测试让其通过，修改任何文件前先征求同意。
