{"repo":"KimGLee/Cambium","free":true,"listed":false,"github":"https://github.com/KimGLee/Cambium","clone":"git clone https://github.com/KimGLee/Cambium.git","description":"Governance standard and reference toolset for LLM-maintained knowledge corpora","language":"Python","stars":215,"topics":["agentic-workflows","ai-agents","auditability","deterministic-validation","human-in-the-loop","knowledge-base","knowledge-governance","knowledge-management","llm-agents","policy-as-code"],"license":null,"category":"ai-agents","readme_excerpt":"Cambium English 简体中文 Cambium is a governance standard and reference toolset for knowledge corpora maintained with LLM agents. It defines how an agent loads rules, scopes work, preserves canonical ownership, incorporates sources, manages long-running changes, and produces auditable evidence before claiming completion. Cambium does not provide a knowledge corpus, a RAG engine, or a default domain policy. It governs how an operator and an agent maintain a corpus over time. Architecture The kernel owns the cross-domain rules. A profile supplies one corpus's concrete scope, language, architecture, corpus-planning bindings and scale, priorities, sources, roles, expression artifacts, audit bindings, scans, and supplemental gates. A profile may extend defined interfaces, but it cannot replace, disable, or weaken the kernel. Component Responsibility --- --- Kernel modules ( K00 - K13 ) Normative, cross-domain rule text Runtime routes ( R01 - R13 ) Task-specific loading and execution paths; Kxx and Rxx are independent namespaces Read Sets Route-specific source-loading boundary used when a Runtime Card requires read-back Runtime Cards Kernel-owned, compiled shortcuts for routine agent execution; never a second source of rules Selected profile The adopter's concrete answers to the profile interface Adopter runtime namespace ( .cambium/ ) Coverage object state, the canonical Required Queue, task-level Progress, hash-bound complex-batch Work Specs, controlled plans including active-task St","default_branch":null,"files":null,"tree":[],"storefront":"/r/KimGLee","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KimGLee/Cambium/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}