Version: 0.9.75.dev.260505
后端： 1.收口阶段 6 agent 结构迁移，将 newAgent 内核与 agentsvc 编排层迁入 services/agent - 切换 Agent 启动装配与 HTTP handler 直连 agent sv，移除旧 service agent bridge - 补齐 Agent 对 memory、task、task-class、schedule 的 RPC 适配与契约字段 - 扩展 schedule、task、task-class RPC/contract 支撑 Agent 查询、写入与 provider 切流 - 更新迁移文档、README 与相关注释，明确 agent 当前切流点和剩余 memory 迁移面
This commit is contained in:
Losita
326
backend/services/agent/tools/schedule_analysis/rhythm.go
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326
backend/services/agent/tools/schedule_analysis/rhythm.go
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@@ -0,0 +1,326 @@
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package schedule_analysis
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import (
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"fmt"
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"strings"
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)
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// BuildAnalyzeRhythmView 把 analyze_rhythm 的原始 JSON observation 转成诊断卡片。
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//
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// 步骤化说明：
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// 1. 只读取现有 metrics / issues / next_actions，不改变 observation JSON；
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// 2. collapsed 聚焦节律结论和关键指标，expanded 展开问题日、问题清单和建议动作；
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// 3. detail / hard_categories 等参数只在父包参数区回显，不在这里声明它们已影响算法。
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func BuildAnalyzeRhythmView(input AnalyzeRhythmViewInput) AnalysisResultView {
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payload, ok := parseObservationJSON(input.Observation)
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if !ok || !isSuccessPayload(payload) {
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return BuildFailureView(BuildFailureViewInput{
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ToolName: "analyze_rhythm",
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Observation: input.Observation,
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ArgFields: input.ArgFields,
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})
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}
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metricsMap := readMap(payload, "metrics")
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overview := readMap(metricsMap, "overview")
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days := readList(metricsMap, "days")
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issues := readList(payload, "issues")
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actions := readList(payload, "next_actions")
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actionItems := buildRhythmActionItems(actions)
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problemDayItems := buildRhythmProblemDayItems(days)
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issueItems := buildIssueItems(issues)
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sections := []map[string]any{
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BuildKVSection("节律概览", buildRhythmOverviewFields(overview)),
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}
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if len(problemDayItems) > 0 {
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sections = append(sections, BuildItemsSection("问题日", problemDayItems))
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} else {
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sections = append(sections, BuildCalloutSection("问题日", "当前没有命中的高风险问题日。", "info", nil))
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}
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if len(issueItems) > 0 {
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sections = append(sections, BuildItemsSection("问题清单", issueItems))
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}
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if len(actionItems) > 0 {
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sections = append(sections, BuildItemsSection("建议动作", actionItems))
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} else {
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sections = append(sections, BuildCalloutSection("建议动作", "当前节律诊断没有返回候选动作。", "info", nil))
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}
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appendSectionIfPresent(§ions, BuildArgsSection("分析参数", input.ArgFields))
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return BuildResultView(BuildResultViewInput{
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Status: StatusDone,
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Title: buildRhythmTitle(issues),
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Subtitle: buildRhythmSubtitle(issues, overview),
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Metrics: buildRhythmMetrics(overview),
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Items: actionItems,
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Sections: sections,
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Observation: input.Observation,
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MachinePayload: payload,
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})
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}
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func buildRhythmTitle(issues []any) string {
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severity := highestSeverity(issues)
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switch severity {
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case "critical":
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return "学习节律分析：存在高风险"
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case "warning":
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return "学习节律分析：有待微调"
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default:
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return "学习节律分析：整体平稳"
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}
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}
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func buildRhythmSubtitle(issues []any, overview map[string]any) string {
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if issue := firstHighPriorityIssue(issues); issue != nil {
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return describeIssue(issue)
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}
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maxDay := readInt(overview, "max_switch_day")
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maxSwitch := readInt(overview, "max_switch_count")
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if maxDay > 0 {
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return fmt.Sprintf("最大切换出现在第 %d 天，共 %d 次。", maxDay, maxSwitch)
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}
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return "当前学习节律没有明显异常信号。"
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}
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func buildRhythmMetrics(overview map[string]any) []MetricField {
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return []MetricField{
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BuildMetric("平均切换", fmt.Sprintf("%.1f 次/天", readFloat(overview, "avg_switches_per_day"))),
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BuildMetric("最大切换", fmt.Sprintf("%d 次", readInt(overview, "max_switch_count"))),
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BuildMetric("高认知相邻", fmt.Sprintf("%d 天", readInt(overview, "heavy_adjacent_days"))),
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BuildMetric("块平衡", fmt.Sprintf("%d", readInt(overview, "block_balance"))),
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BuildMetric("同类型占比", formatPercent(readFloat(overview, "same_type_transition_ratio"))),
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}
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}
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func buildRhythmOverviewFields(overview map[string]any) []KVField {
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return []KVField{
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BuildKVField("平均每日切换", fmt.Sprintf("%.1f 次", readFloat(overview, "avg_switches_per_day"))),
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BuildKVField("最大切换日", formatDayIndex(readInt(overview, "max_switch_day"))),
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BuildKVField("最大切换次数", fmt.Sprintf("%d 次", readInt(overview, "max_switch_count"))),
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BuildKVField("平均块长度", fmt.Sprintf("%.1f 节", readFloat(overview, "avg_block_size"))),
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BuildKVField("最长同科连续", fmt.Sprintf("%d 节", readInt(overview, "longest_same_subject_run"))),
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BuildKVField("高认知相邻", fmt.Sprintf("%d 天", readInt(overview, "heavy_adjacent_days"))),
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BuildKVField("高强度连续过长", fmt.Sprintf("%d 天", readInt(overview, "long_high_intensity_days"))),
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BuildKVField("偏碎天数", fmt.Sprintf("%d 天", readInt(overview, "fragmented_count"))),
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BuildKVField("偏压缩天数", fmt.Sprintf("%d 天", readInt(overview, "compressed_run_count"))),
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BuildKVField("同类型切换占比", formatPercent(readFloat(overview, "same_type_transition_ratio"))),
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}
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}
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func buildRhythmProblemDayItems(days []any) []ItemView {
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if len(days) == 0 {
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return make([]ItemView, 0)
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}
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items := make([]ItemView, 0)
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for _, raw := range days {
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day, ok := raw.(map[string]any)
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if !ok || !isProblemRhythmDay(day) {
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continue
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}
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dayIndex := readInt(day, "day_index")
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switchCount := readInt(day, "switch_count")
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fragmentation := readFloat(day, "fragmentation")
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maxBlock := readInt(day, "max_block")
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heavyAdjacent, _ := readBool(day, "heavy_adjacent")
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tags := []string{}
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if switchCount >= 3 || fragmentation >= 0.55 {
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tags = append(tags, "偏碎")
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}
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if heavyAdjacent {
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tags = append(tags, "高认知相邻")
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}
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if maxBlock >= 5 {
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tags = append(tags, "连续块偏长")
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}
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detailLines := []string{
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fmt.Sprintf("切换次数：%d 次", switchCount),
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"碎片化程度：" + formatFloat(fragmentation),
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fmt.Sprintf("最长连续块：%d 节", maxBlock),
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"科目序列：" + formatSequence(readList(day, "sequence")),
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}
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items = append(items, BuildItem(
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formatDayIndex(dayIndex),
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fmt.Sprintf("切换 %d 次，最长连续 %d 节", switchCount, maxBlock),
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tags,
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detailLines,
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day,
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))
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}
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return items
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}
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func buildRhythmActionItems(actions []any) []ItemView {
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if len(actions) == 0 {
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return make([]ItemView, 0)
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}
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items := make([]ItemView, 0, len(actions))
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for _, raw := range actions {
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action, ok := raw.(map[string]any)
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if !ok {
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continue
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}
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scope := readMap(action, "candidate_scope")
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title := formatIntentCN(readString(action, "intent_code"))
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if title == "" {
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title = fallbackLabel(readString(action, "action_id"), "建议动作")
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}
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reads := formatStringList(readList(action, "required_reads"))
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writes := formatStringList(readList(action, "candidate_write_tools"))
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tags := []string{
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fmt.Sprintf("优先级 %d", readInt(action, "priority")),
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fallbackLabel(writes, "无写工具"),
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}
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detailLines := []string{
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"需要读取：" + fallbackLabel(reads, "无"),
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"候选写工具：" + fallbackLabel(writes, "无"),
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"作用范围：" + formatCandidateScope(scope),
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"成功标准：" + compactJSON(action["success_criteria"]),
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}
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items = append(items, BuildItem(
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title,
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fmt.Sprintf("先读 %s，再考虑 %s", fallbackLabel(reads, "相关事实"), fallbackLabel(writes, "局部调整")),
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tags,
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detailLines,
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action,
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))
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}
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return items
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}
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func highestSeverity(issues []any) string {
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best := "info"
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bestRank := severityRank(best)
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for _, raw := range issues {
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issue, ok := raw.(map[string]any)
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if !ok {
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continue
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}
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severity := readString(issue, "severity")
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if rank := severityRank(severity); rank < bestRank {
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best = severity
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bestRank = rank
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}
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}
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return strings.ToLower(strings.TrimSpace(best))
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}
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func firstHighPriorityIssue(issues []any) map[string]any {
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var best map[string]any
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bestRank := 99
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for _, raw := range issues {
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issue, ok := raw.(map[string]any)
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if !ok {
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continue
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}
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rank := severityRank(readString(issue, "severity"))
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if best == nil || rank < bestRank {
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best = issue
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bestRank = rank
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}
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}
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return best
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}
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func isProblemRhythmDay(day map[string]any) bool {
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heavyAdjacent, _ := readBool(day, "heavy_adjacent")
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return readInt(day, "switch_count") >= 3 ||
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readFloat(day, "fragmentation") >= 0.55 ||
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readInt(day, "max_block") >= 5 ||
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heavyAdjacent
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}
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func formatDayIndex(day int) string {
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if day <= 0 {
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return "未知日期"
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}
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return fmt.Sprintf("第 %d 天", day)
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}
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func formatSequence(rows []any) string {
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if len(rows) == 0 {
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return "无"
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}
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parts := make([]string, 0, len(rows))
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for _, raw := range rows {
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text := strings.TrimSpace(fmt.Sprintf("%v", raw))
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if text == "" || text == "<nil>" {
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continue
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}
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parts = append(parts, text)
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}
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if len(parts) == 0 {
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return "无"
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}
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return strings.Join(parts, " -> ")
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}
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func formatStringList(rows []any) string {
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if len(rows) == 0 {
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return ""
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}
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parts := make([]string, 0, len(rows))
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for _, raw := range rows {
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text := strings.TrimSpace(fmt.Sprintf("%v", raw))
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if text == "" || text == "<nil>" {
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continue
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}
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parts = append(parts, text)
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}
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return strings.Join(parts, "、")
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}
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func formatCandidateScope(scope map[string]any) string {
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if len(scope) == 0 {
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return "未返回"
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}
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parts := make([]string, 0, 3)
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if days := formatNumberList(readList(scope, "day_range"), "第 %d 天"); days != "" {
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parts = append(parts, "日期："+days)
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}
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if categories := formatStringList(readList(scope, "categories")); categories != "" {
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parts = append(parts, "类别："+categories)
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}
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if pool := readString(scope, "task_pool"); pool != "" {
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parts = append(parts, "任务池："+pool)
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}
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if len(parts) == 0 {
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return compactJSON(scope)
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}
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return strings.Join(parts, "；")
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}
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func formatNumberList(rows []any, pattern string) string {
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if len(rows) == 0 {
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return ""
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}
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parts := make([]string, 0, len(rows))
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for _, raw := range rows {
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number := 0
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switch typed := raw.(type) {
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case float64:
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number = int(typed)
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case int:
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number = typed
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default:
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continue
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}
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parts = append(parts, fmt.Sprintf(pattern, number))
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}
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return strings.Join(parts, "、")
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}
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func formatIntentCN(intent string) string {
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switch strings.TrimSpace(intent) {
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case "reduce_switch":
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return "减少同日切换"
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case "smooth_rhythm":
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return "平滑高认知相邻"
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case "prefer_swap":
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return "优先寻找交换机会"
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default:
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return strings.TrimSpace(intent)
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}
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}
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Block a user