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- single ReAct entry for all free text: 7 fixed tools (useSkill + 6); flow knowledge lives in 5 skill files (resources/skills/*.md, first line = brief for prompt index; xly.skills.dir overrides for hot reload) - useSkill returns skill body and logs skill_active; projection pins the active skill full text on the flow card until confirm/cancel/new skill - system prompt from template prompts/system.txt (domain map + skill index); bench reads the same files to avoid replica drift - delete IntentService/Intent/SlotFillService/LlmJsonClient/StateService/ OkHttpUtil and route()/handleCreate/handleWrite/deriveWriteAction/ ground/withState; dimension-split regex migrated into FormCollectTool prefill assist (model provably fails dimension splitting) - anti-fabrication guards now unconditional (zero-tools+digits retry, WRITE_CLAIM check); invariant layer and button endpoints untouched - bench_ext: --arch new (same-source prompt/skills) and --fifty (bench50 cases judged on full trajectory for both arches)
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- delete queryData (QueryTool, sqlChatModel bean, llm.sql-model, jsqlparser dep) - delete kgSearch (findForms stays), delete loadSkill (SkillTool/SkillService) - single system prompt (domain map + 业务常识) replaces 3 ToolScope versions; ToolScope removed - intent gate reduced to 查询/新增/操作已有单据/其他 with class definitions only; write action derived from utterance in router - dedup: shared locateRecord() in ProposeWriteTool; name-field/label lookups consolidated into FormResolverService
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…ormCollect + Skills + KgSearch - AgentIdentity + AgentFactory: build agent per request with token+form-allowlist carried in tool instances (per-call context; robust vs LC4j callback threading) - ErpClient: token-aware read/write/examine; user-token expiry does NOT silently re-login as dev-admin (no privilege escalation) - AuthzService: devIdentity()/userIdentity() resolve granted-form set (sAuthsId) - proposeExamine tool + OpController examine dispatch + forward user Authorization on confirm - InteractionTool.askUser (structured options), FormCollectTool.collectForm (real gdsconfigformslave schema) - SkillService + SkillTool.loadSkill + ai_skill digest in system prompt - KgQueryTool.kgSearch: L2 neighbors/flow + L3 field->table - tools ErpReadTool/ProposeWriteTool/QueryTool/FormCollectTool now per-request (not @Component)