301 lines
8.8 KiB
Go
301 lines
8.8 KiB
Go
package intent
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import (
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"fmt"
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"strings"
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)
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var workflowAliasMap = map[string]string{
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"产品经理": "product_manager",
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"智能产品经理": "product_manager",
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"产品工作流": "product_manager",
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"产品经理工作流": "product_manager",
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"urs": "product_manager",
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"需求规格": "product_manager",
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"测试经理": "test_manager",
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"智能测试经理": "test_manager",
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"测试工作流": "test_manager",
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"测试经理工作流": "test_manager",
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"验证方案": "test_manager",
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"主工作流": "main",
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"默认工作流": "main",
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"main": "main",
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}
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// extractWorkflowKey 从输入中解析工作流键
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func extractWorkflowKey(input string) string {
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lower := strings.ToLower(input)
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for phrase, key := range workflowAliasMap {
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if strings.Contains(lower, strings.ToLower(phrase)) || strings.Contains(input, phrase) {
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return key
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}
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}
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return ""
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}
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func isWorkflowControlInput(input string) bool {
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if strings.Contains(input, "工作流") {
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return true
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}
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return extractWorkflowKey(input) != ""
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}
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func matchSwitchWorkflow(input string, snap *ContextSnapshot) *CandidateIntent {
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act := detectDialogueAct(input)
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if act == DialogueActAsk {
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return nil
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}
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if !isWorkflowControlInput(input) {
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return nil
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}
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switchMarkers := []string{"切换", "换成", "改用", "激活", "切到", "切换到", "切换至"}
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hasSwitch := false
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for _, m := range switchMarkers {
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if strings.Contains(input, m) {
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hasSwitch = true
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break
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}
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}
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if !hasSwitch {
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return nil
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}
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wfKey := extractWorkflowKey(input)
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slots := map[string]string{}
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if wfKey != "" {
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slots[SlotTargetWorkflow] = wfKey
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}
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reasoning := "用户请求切换项目激活工作流"
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if wfKey == "" {
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return &CandidateIntent{
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Intent: IntentSwitchWorkflow,
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Confidence: 0.88,
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FilledSlots: slots,
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Reasoning: reasoning,
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ClarificationQuestion: "请说明要切换到哪个工作流：产品经理（product_manager）、测试经理（test_manager）还是主工作流（main）？",
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}
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}
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return &CandidateIntent{
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Intent: IntentSwitchWorkflow,
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Confidence: 0.93,
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FilledSlots: slots,
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Reasoning: reasoning + " → " + wfKey,
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}
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}
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func matchTriggerWorkflow(input string, snap *ContextSnapshot) *CandidateIntent {
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if detectDialogueAct(input) == DialogueActAsk {
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return nil
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}
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if !isWorkflowControlInput(input) {
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return nil
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}
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runMarkers := []string{"运行", "启动", "执行", "跑一下", "跑一版", "开始跑"}
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hasRun := false
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for _, m := range runMarkers {
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if strings.Contains(input, m) {
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hasRun = true
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break
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}
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}
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wfKey := extractWorkflowKey(input)
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if !hasRun && wfKey == "" {
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return nil
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}
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if !hasRun && wfKey != "" {
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// 「生成 URS」类可能走 TRIGGER_TASK，不强行 workflow run
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if strings.Contains(input, "切换") {
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return nil
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}
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}
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slots := map[string]string{}
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if wfKey != "" {
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slots[SlotTargetWorkflow] = wfKey
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} else if snap != nil && snap.AvailableActions != nil {
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// 默认当前上下文工作流由 L2 解析
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for _, a := range snap.AvailableActions {
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if strings.HasPrefix(a, "TRIGGER_WORKFLOW:") {
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slots[SlotTargetWorkflow] = strings.TrimPrefix(a, "TRIGGER_WORKFLOW:")
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break
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}
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}
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}
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if wfKey == "" && slots[SlotTargetWorkflow] == "" {
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return &CandidateIntent{
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Intent: IntentTriggerWorkflow,
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Confidence: 0.86,
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FilledSlots: slots,
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Reasoning: "用户请求运行工作流但未指定目标",
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ClarificationQuestion: "请说明要运行哪个工作流：产品经理（product_manager）还是测试经理（test_manager）？",
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}
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}
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return &CandidateIntent{
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Intent: IntentTriggerWorkflow,
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Confidence: 0.91,
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FilledSlots: slots,
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Reasoning: "用户请求运行/启动项目工作流",
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}
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}
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func matchQueryWorkflowStatus(input string, snap *ContextSnapshot) *CandidateIntent {
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if detectDialogueAct(input) != DialogueActAsk {
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return nil
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}
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markers := []string{
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"当前工作流", "哪个工作流", "什么工作流", "激活的工作流", "激活的是哪个",
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"有哪些工作流", "可用工作流", "工作流列表", "工作流状态",
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}
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hasWF := strings.Contains(input, "工作流")
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matched := false
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for _, m := range markers {
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if strings.Contains(input, m) {
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matched = true
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break
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}
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}
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if !matched && !(hasWF && (strings.Contains(input, "吗") || strings.Contains(input, "？") || strings.Contains(input, "?"))) {
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return nil
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}
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return &CandidateIntent{
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Intent: IntentQueryWorkflowStatus,
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Confidence: 0.92,
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FilledSlots: map[string]string{
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SlotQueryTopic: "workflow_status",
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},
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Reasoning: "用户查询当前或可用工作流状态",
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}
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}
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func matchQueryDocStatus(input string, snap *ContextSnapshot) *CandidateIntent {
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// “总结/概括/摘要”是正文只读操作，即使语气是命令式也不得落入写任务。
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// 若同时出现明确写动作，则交由写任务意图继续裁决。
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summaryMarkers := []string{"总结", "概括", "摘要", "提炼要点", "归纳"}
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writeMarkers := []string{"编写", "编制", "生成", "起草", "创建", "撰写", "重写", "更新", "修改", "完善", "补充", "刷新", "重做"}
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isSummary := false
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for _, marker := range summaryMarkers {
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if strings.Contains(input, marker) {
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isSummary = true
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break
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}
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}
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if isSummary {
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for _, marker := range writeMarkers {
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if strings.Contains(input, marker) {
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isSummary = false
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break
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}
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}
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}
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if isSummary {
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target := extractDocName(input)
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if target != "" || strings.Contains(input, "文档") || strings.Contains(input, "报告") {
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slots := map[string]string{SlotQueryTopic: "doc_summary"}
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if target != "" {
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slots[SlotTargetDoc] = target
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} else if snap != nil && snap.ActiveDocID != "" {
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slots[SlotTargetDoc] = snap.ActiveDocID
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}
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return &CandidateIntent{
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Intent: IntentQueryDocStatus,
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Confidence: 0.97,
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FilledSlots: slots,
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Reasoning: "用户请求只读总结受控文档正文",
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}
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}
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}
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if detectDialogueAct(input) != DialogueActAsk {
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return nil
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}
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// 已由 DOCGOV 状态查询覆盖的认领/送审不重复
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if strings.Contains(input, "认领") || strings.Contains(input, "送审") {
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return nil
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}
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markers := []string{
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"文档状态", "审核状态", "什么状态", "当前状态", "版本状态",
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"血缘", "stale", "过期原因", "完成了吗", "生成完了吗",
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}
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matched := false
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for _, m := range markers {
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if strings.Contains(input, m) {
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matched = true
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break
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}
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}
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if !matched {
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return nil
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}
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slots := map[string]string{SlotQueryTopic: "doc_status"}
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if snap != nil && snap.ActiveDocID != "" {
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slots[SlotTargetDoc] = snap.ActiveDocID
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}
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return &CandidateIntent{
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Intent: IntentQueryDocStatus,
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Confidence: 0.90,
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FilledSlots: slots,
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Reasoning: "用户查询受控文档或交付物状态/血缘（只读）",
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}
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}
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func matchHelpCapabilities(input string) *CandidateIntent {
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helpMarkers := []string{
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"能做什么", "可以做什么", "有什么功能", "怎么用", "如何使用",
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"帮助", "使用说明", "能力清单", "支持哪些", "你会什么",
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}
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for _, m := range helpMarkers {
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if strings.Contains(input, m) {
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return &CandidateIntent{
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Intent: IntentHelpCapabilities,
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Confidence: 0.94,
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FilledSlots: map[string]string{
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SlotQueryTopic: "help",
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},
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Reasoning: "用户询问系统当前可执行能力",
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}
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}
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}
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return nil
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}
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func matchUnsupportedActionCandidate(input string) *CandidateIntent {
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unsupportedMarkers := []string{
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"下载回复", "下载下来", "复制回复", "保存为私密文档", "共享到项目", "取消共享",
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"删除私密文档", "批量导出", "修改正文", "直接改文档正文",
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}
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for _, m := range unsupportedMarkers {
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if strings.Contains(input, m) {
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return &CandidateIntent{
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Intent: IntentUnsupportedAction,
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Confidence: 0.93,
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FilledSlots: map[string]string{
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SlotQueryTopic: "unsupported",
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},
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Reasoning: "用户请求的能力当前仅支持显式 UI 操作，不支持自然语言自动执行",
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}
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}
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}
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return nil
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}
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// applyCapabilityHint 若上下文宣告了 AvailableActions，为已识别动作附加证据（不篡改语义）
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func applyCapabilityHint(top *CandidateIntent, snap *ContextSnapshot) {
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if top == nil || snap == nil || len(snap.AvailableActions) == 0 {
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return
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}
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spec, ok := DefaultRegistry().GetByLegacyIntent(top.Intent)
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if !ok || spec.CapabilityKey == "" {
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return
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}
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capKey := spec.CapabilityKey
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if top.Intent == IntentTriggerWorkflow {
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if wf := top.FilledSlots[SlotTargetWorkflow]; wf != "" {
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capKey = "TRIGGER_WORKFLOW:" + wf
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}
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}
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for _, a := range snap.AvailableActions {
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if a == capKey || strings.HasPrefix(a, capKey) {
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return
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}
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}
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top.Reasoning += fmt.Sprintf("；注意：当前上下文 AvailableActions 未包含 %s（L2 将做权限/能力裁决）", capKey)
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}
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