LLM工具与技能体系架构设计--从混沌到秩序的演进之路

文件类:       file_operation       (vfs_file_read, vfs_file_write)
代码类:       code_operation       (code_search, sandbox_read_logs)
系统类:       system_operation     (shell_execute)
流程类:       flow_dispatch        (switch_scene_flow)
查询类:       flow_query           (list_flow_definitions, get_flow_detail)
设计类:       component_design     (nlp_build_component, insert_component)
SVG类:        svg_design           (svg_free_generate, svg_ooder_convert)
知识类:       knowledge_retrieval  (lucene_search, search_knowledge)
知识库管理类:  knowledge_base       (import_document, batch_parse_documents)
配置类:       config_management    (get_system_config, update_llm_config)
工作管理类:   work_management      (todo_create, snapshot_list)
技能管理类:   skill_management     (skill.list, skill.install)
专利审查类:   patent_review        (patent_parse_text, patent_form_review)
上下文管理类:  context_management   (context_inspect, context_compress)
表单审核类:   form_review          (form_review)
人机交互类:   human_interaction    (human_confirm, human_operation)
工作流管理类:  workflow_management  (create_activity, deploy_process)
表单管理类:   form_management      (list_forms, generate_form_schema)
组织管理类:   organization_management (get_organization_tree, search_users)
场景管理类:   scene_management     (list_scene_templates, match_scene_by_activity)
能力发现类:   capability_discovery (list_capabilities, search_capabilities)
文档渲染类:   document_rendering   (render_document, render_chart)
文档交互类:   document_interaction (doc_operate, doc_operate_check)
设计器渲染类:  designer_rendering   (render_database_diagram, render_uml_diagram)
持久层类:     persistence_layer    (persistence.generate, persistence.compile)
沙箱DevOps类: sandbox_devops       (sandbox_read_logs, sandbox_compile)

ALWAYS (核心) ──── 系统基础设施工具
    3个: vfs_file_read, vfs_file_write, switch_scene_flow
    注入时机: 始终注入到 LLM 上下文
    Token预算: 300

ON_FLOW_SELECTED (场景) ──── 领域业务工具
    18个独立工具 + 全部能力工具
    注入时机: 流程匹配后注入
    Token预算: 500

ON_ACTIVITY_START (活动) ──── 交互确认工具
    1个: human_confirm
    注入时机: 活动启动时注入
    Token预算: 400

ON_DEMAND (动态) ──── 按需加载工具
    深度知识检索、高级设计工具
    注入时机: LLM 执行时按需加载
    Token预算: 1000

FLASH  ── MVP 快速生成: get_component_template, get_layout_template
NORMAL ── 轻量分析: list_page_components, get_component_info
HEIGHT ── 深度质量: four_separation_audit, compliance_refine
空数组 ── 通用: 所有模式下可用

CHAT     ── 知识检索、文档渲染、文件操作
DESIGNER ── 组件设计、页面操作、SVG设计
BUSINESS ── 工作流管理、表单管理、组织管理
空数组   ── 通用: 所有模式下可用

SkillCategory 枚举:
  PLATFORM_CORE  ── 平台核心: intent-dispatch
  ARCHITECT      ── 设计: architect-pipeline, designerfirst-build
  BUSINESS       ── 业务: business-pipeline, bpm-scene
  CHAT           ── 对话: chat-pipeline
  SUBFLOW        ── 子流程: understand-subflow, component-generate-subflow
  SCENE          ── 场景: deep-design-scene, patent-review-scene
  KNOWLEDGE      ── 知识: knowledge-init-pipeline, docview-knowledge-init
  BUILD          ── 构建: dbfirst-build, viewfirst-build, svg-paper-build

{
  "definitionId": "bpm-scene",
  "workMode": "work",
  "classification": "bpm_orchestration",
  "skillCategory": "BUSINESS",
  "disclosureLevel": "ON_FLOW_SELECTED",
  "designIntensity": ["NORMAL", "HEIGHT"],
  "toolMode": ["BUSINESS"],
  "activities": [
    {
      "activityId": "ae_analyze_process",
      "skillId": "ae_analyze_process",
      "activityToolIds": ["process_knowledge"],
      "disclosureLevel": "ON_ACTIVITY_START"
    }
  ]
}