No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by Tiger3807861189 · Agent Tool · ★ 1.0k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is DeepSeek-V4-J-Space-Capability-Realization-Report safe to install? View the security audit →
DeepSeek V4 × J-Space：Benchmark 与工程观察记录 © 2026 Tiger3807861189. This work is licensed under the Creative Commons Attribution-NoDerivatives 4.0 International License (CC BY-ND 4.0). © 2026 Tiger3807861189. 本记录采用 知识共享-署名-禁止演绎 4.0 国际许可协议（CC BY-ND 4.0）授权。 页面范围：本页记录外部项目已经公开的工程观察、J-Space 使用的操作性术语、项目级 Benchmark 分数及其适用边界。它不是研究论文，非学术性质，不提供模型内部机制证明、形式化判定方法、消融设计或因果贡献分解。 J-Space Cognition Suite V3.6 是一套在推理阶段运行的模型无关控制系统，不修改模型权重。项目地址： 外部工程观察 1.1 Anchored Standard：首轮接口锚定 dsh-anchored-standard 关注 DeepSeek Harness 的首轮接口条件。其基础方案在第一次模型请求中恢复 Minimal 的真实双工具 Schema，抑制自动注入内容；会话产生持久事件后，再开放一个较小的常驻工具目录，并按需解锁其他工具。 该项目的公开实验表明，首轮工具 Schema、输出预算和自动注入内容都可能改变首条推理轨迹。它也明确区分了“轨迹被锚定”和“任务能力已经稳定提升”：当前仓库中的通用组合与早期高分运行并不完全相同，小样本独立复现尚不足以确定稳定的能力增益幅度。因此，本页只引用其接口敏感性与路径保持观察，不把单项分数推广为普遍结论。 1.2 Routing Suite：任务感知的入口选择 dsh-routing-suite 使用首轮任务分类、persona 与工具面装配，把新会话送入不同的行为带。其公开材料报告了稳定区域和不稳定过渡区域，并据此避免把连续数值旋钮误当成可连续调节的推理深度。 该项目后来对早期“官方刻意设计双吸引子”“自路由绝对不可能”等强归因作出了公开勘误：实测数据、探针和工程实现继续保留，底层因果解释不再作为已证结论。本页据此只引用可观察现象。其资料中的 表示不稳定的过渡或竞争区域，不等于一种兼具短、长思维优点的可用中间态。 思维链二极管 2.1 操作性定义 本页所称思维链二极管（chain-of-thought diode），是一个面向黑盒行为的工程
| Stars | 1,035 |
| Forks | 64 |
| Category | Agent Tool |
| Quality Score | 54.5668913166764/100 |
| Open Issues | 13 |
| Last Updated | 2026-08-31 |
| Created | 2026-08-16 |
| Est. Tokens | ~5k |
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DeepSeek-V4-J-Space-Capability-Realization-Report is DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.. It is categorized as a Agent Tool with 1.0k GitHub stars.
You can find installation instructions and usage details in the DeepSeek-V4-J-Space-Capability-Realization-Report GitHub repository at github.com/Tiger3807861189/DeepSeek-V4-J-Space-Capability-Realization-Report. The project has 1.0k stars and 64 forks, indicating an active community.
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: