Making AI systems easier to understand, hand off, and govern. 讓 AI 系統更容易理解、交接與治理。
AnAn works on the layer beneath AI applications: semantic state, protocol integrity, runtime governance, multi-model handoff, and semantic mapping.
AnAn 的工作位於 AI 應用的底層：語義狀態、協議完整性、運行治理、多模型交接，以及語義映射。
This is the public front door. Designed so a first-time reader can understand the shape of the work quickly, while a technical reviewer can see where the depth begins.
這是公開前門。設計上讓初次讀者能快速理解工作的輪廓，也讓技術審查者能看到深度從哪裡開始。
When AI systems work together, they should not only pass messages. They should pass state, intent, inherited constraints, unresolved work, review conditions, and proof.
當 AI 系統協作時，不應只傳遞訊息。它們應該傳遞狀態、意圖、繼承的約束、未解決的工作、審查條件，以及證明。
Start with / 從這裡開始: simple/FIRST_LOOK.md
Semantic State → SIC-JS → SIC/T → AGR → Runtime Gates → IDDP / SLT → Semantic Mapping
語義狀態 → SIC-JS → SIC/T → AGR → 運行閘門 → IDDP / SLT → 語義映射
Read / 閱讀: 00-front-door/TECHNICAL_SPINE.md
| Exhibit / 展示 | What it means / 含義 |
|---|---|
| Semantic State / 語義狀態 | AI needs inspectable state, not only memory. / AI 需要可檢查的狀態，而不只是記憶。 |
| Semantic Integrity / 語義完整性 | Handoff needs protocol rules, not only summaries. / 交接需要協議規則，而不只是摘要。 |
| Runtime Governance / 運行治理 | Governance should appear in runtime decisions. / 治理應體現在運行決策中。 |
| Multi-LLM Coordination / 多模型協調 | Multiple models need shared handoff records and disagreement surfaces. / 多個模型需要共享交接記錄和分歧面。 |
| Semantic Mapping / 語義映射 | Large artifact universes need navigable maps and closure states. / 大型構件宇宙需要可導航的地圖和閉合狀態。 |
Read the relationship map / 閱讀關係圖: 01-exhibits/EXHIBIT_RELATION_MAP.md
Small public-safe artifacts. Not full production traces — inspection windows into how the system thinks about state, governance, handoff, and mapping.
小型公開安全的構件。不是完整生產追蹤——是系統如何思考狀態、治理、交接與映射的檢視窗口。
| Object | Shows / 展示 |
|---|---|
sic_js_minimal_state.json |
Minimal SIC-JS state carrier. / 最小 SIC-JS 狀態載體。 |
runtime_gate_trace.json |
Runtime decision surface. / 運行決策介面。 |
multi_agent_routing_trace.json |
Public-safe multi-agent routing surface. / 公開安全的多代理路由介面。 |
semantic_mapping_sample.json |
Raw inventory to governed semantic map. / 從原始清單到治理語義地圖。 |
agr_decision_trace_sample.json |
Governance rule → decision → state change. / 治理規則→決策→狀態變化。 |
Read / 閱讀: 02-proof-objects/PROOF_OBJECT_INDEX.md
Formal conformance vectors, schema surfaces, and reference test fixtures live in the deep SIC-SIT / AN∞Node technical layer, not in this front-door repository.
正式的一致性測試向量、schema 表面與 reference test fixtures 位於深度 SIC-SIT / AN∞Node 技術層，不放在這個前門倉庫。
This repository explains the public shape. The conformance pack is responsible for fixed input → expected output checks.
本倉庫負責解釋公開形狀；conformance pack 負責固定輸入→預期輸出的可機器檢查。
For full technical review, use AN∞Node. This repository is the entry layer; AN∞Node is the deep technical universe.
完整技術審查請使用 AN∞Node。本倉庫是入口層；AN∞Node 是深度技術宇宙。
Route map / 路線圖: 03-deep-routes/TECHNICAL_DEPTH_ROUTES.md
Does not publish: private operational logs, full Babel internals, private AGR rulebook, production routing topology, full SFT derivation chains, deployment-specific governance rules.
不發布：私有操作日誌、完整 Babel 內部、私有 AGR 規則手冊、生產路由拓撲、完整 SFT 推導鏈、特定部署的治理規則。
Read / 閱讀: 04-boundaries/PUBLIC_BOUNDARY.md
Public entry repository. / 公開入口倉庫。
cd demo
python demo.pyNo installation required. Three demos: false continuity detection, runtime gate, SIC-JS state carrier. 無需安裝。三個示範：假連續偵測、運行閘門、SIC-JS 狀態載體。