Unified Solution for Object Creation Functionality

Objective

Ensure consistent creation behavior across 4 entry points (business object list, dialog, digital employee, mini-program), all going through the verified core useCapabilityCreate.create().

Object lists do not require intent recognition (itemType is known). The other 3 entry points require intent recognition to determine the type. If the type does not exist, create the type first, then create the object.

Architecture

基础核心（已验证）:
useCapabilityCreate.create(itemType, description)
  → Schema → LLM → 双库查重 → Sequence → 预创建 → buildAML → SubmitSCSAI → 关系创建 → 后置规则

意图识别层（新加）:
identifyIntent(description)
  → 类型已知？→ 直接用
  → 类型未知？→ detectItemType → 存在？→ 用；不存在？→ ObjectModeler创建类型 → 用

统一入口:
POST /api/capability/pipeline/identify-and-create
  → identifyIntent → useCapabilityCreate.create(itemType, description)

4个入口的统一方式

业务对象列表（不改）

ProductList.vue → AiCapabilityBar item-type="Product" → useCapabilityCreate.create("Product", desc)

不受影响，不变。

Dialog (Minor modification to AiCapabilityBar.vue)

Current: executeCapability within AiCapabilityBar directly calls useCapabilityCreate.create(props.itemType, desc).

Modified: Add props.itemType="auto" mode → first call the identify-and-create API.

Digital Employee (Major modification to capability-pipeline.js)

Current: executePipeline → detectItemType keyword matching → createObject (simplified version, lacking Sequence/Retry/Deduplication).

Modified: executePipeline → identifyIntent (includes type creation) → same identify-and-create flow.

Mini-program (Modify backend API calls)

Current: SCSAI-create.vue → POST /api/unified/create → handleCreate() (simplified version).

After modification: Same as the identify-and-create process (server-side follows the same logic)

Execution steps

Step 1: Establish basic core tests (Completed)

• [x] Verify the complete flow of useCapabilityCreate.create() (line 2045)
• [x] Verify the backend /SCSAI-api/ApplyItem proxy is working correctly
• [x] Verify SCSAI connection is normal (ai-inspector/itemtypes returns real data)
• [x] Verify Schema API, type template API, and dual-database duplicate check API are normal
• [x] Test creation: Customer ✅ Vendor ✅ Part ✅ Product ✅ Document ✅ Project ⚠️ Model ✅ Part BOM ✅

Step 2: Implement backend identity-and-create pipeline (Coded)

• [x] Add SCSAI ItemType creation to object-modeler.applyDefinition
• [x] Add ObjectModelerModule, ensureItemTypeExists to capability-pipeline.js
• [x] Modify identifyIntent in capability-pipeline.js to create type when it does not exist
• [x] capability-pipeline.js adds POST /api/capability/pipeline/identify-and-create endpoint

Step 3: Frontend adaptation (coded)

• [x] AiCapabilityBar.vue adds auto-detect mode (itemType="auto")

Step 4: Verification (pending)

• [ ] Restart server, load new code
• [ ] Test POST /api/capability/pipeline/identify-intent return type and _typeCreated
• [ ] Test POST /api/capability/pipeline/identify-and-create full chain

Step 5: Digital employee integration (pending)

• [ ] Modify executePipeline Step 1 to use identifyIntent (existing type creation logic)
• [ ] Modify executePipeline Step 6 to use useCapabilityCreate.create() peer logic (not createObject)

Step 6: Mini-program integration (pending)

• [ ] Modify SCSAI-create.vue to support natural language description detection for type on submission
• [ ] Call /api/capability/pipeline/identify-and-create instead of /api/unified/create

Files not to be modified

• src/composables/useCapabilityCreate.js — core foundation, do not touch
• src/composables/useCreate.js — alternative, do not touch
• src/utils/AmlBuilder.js — AML construction, do not touch
• src/utils/PromptBuilder.js — Prompt construction, do not touch
• server/routes/unified-create.js — simplified backend version, do not modify

Modified files

1. server/core/object-modeler.js — added SCSAI ItemType creation in applyDefinition (coded)
2. server/routes/capability-pipeline.js — ObjectModelerModule, ensureItemTypeExists, identifyIntent, identify-and-create endpoint (coded)
3. src/components/ai/AiCapabilityBar.vue — auto-detect mode (coded)