clearai-dsh
Clearailhc
ClearAI:以本体为纲的原生 DSH 插件 —— 经证据核验的研究长成可浏览的领域本体。 · ClearAI: an ontology-first DSH agent preset — evidence-checked research that grows into a domain ontology.
qwe22538072Updated 20d ago
Task-level reliability layer for DeepSeek Harness - decide when to intervene, prepare context, verify evidence, recover from failure. Reuses existing Skills/Tools/Plugins.
Practical score
83 / 100
Setup
Ready to use
License
MIT
Language
JavaScript
Copy the command, or hand the whole task to your harness agent.
dsh plugin --profile web add dsh-omni-routerPlease install the DeepSeek Harness plugin "dsh-omni-router" for me. - GitHub repository: qwe225380/dsh-omni-router (https://github.com/qwe225380/dsh-omni-router) - Type: a Cordis plugin (installed into a DSH profile) - The plugin declares a DSH version requir…
A cleaned excerpt from the project's own documentation.
Omni English Omni 给 DeepSeek Harness 增加一层任务级可靠性: 判断何时介入、准备正确上下文、约束完成条件、验证真实证据,并在失败时改变策略。 它优先复用 DSH 已有的 Skills、Tools 和 Plugins,而不是重新实现它们。 DSH 给 Agent 能力,Omni 让结果可靠。 默认快。必要时聪明。完成必须有证据。 --- Why Omni Coding Agent 最常见的六个问题: - 找错代码和上下文 - 复杂任务做着做着跑偏 - 忘掉验收条件 - 测试没有真正跑 - 失败后重复同一种办法 - 最后说“完成了”,实际并没有完成 Omni 就是为了解决这些工程问题,而不是再做一个“Router”。 --- What Omni does 核心价值 Omni 实际做什么 --- --- 🧠 Intervention Intelligence 简单任务真正 NOOP,复杂任务才进入 Assist / Guard 🎯 Context & Task Intelligence Task Contract + 精准 Context + Capability Sufficiency ✅ Proof & Recovery Evidence / Freshness / Acceptance coverage / Recovery ♻️ Reuse first 设计原则:优先复用 DSH 已有 Tool / Skill / Plugin,不重复造轮子 🧩 Capability Gap Management 只在确实阻塞任务时补齐缺口 🔄 失败纪律 retry 不奏效时 repair / expand context / change hypothesis --- 30 秒 Demo Without Omni 问题:…
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