From b6b7ebf44f9451eee70794e887443fc8b6c0c7f3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E3=80=82?= <wanzi@deMacBook-Pro.local>
Date: Wed, 8 Jul 2026 20:56:20 +0800
Subject: [PATCH] =?UTF-8?q?feat(ai-analysis):=20=E6=B7=BB=E5=8A=A0?=
 =?UTF-8?q?=E4=B8=9A=E5=8A=A1=E5=88=86=E6=9E=90=E5=85=B1=E4=BA=AB=E5=A5=91?=
 =?UTF-8?q?=E7=BA=A6?=
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---
 packages/shared/src/analysis.ts | 238 ++++++++++++++++++++++++++++++++
 packages/shared/src/index.ts    |   1 +
 2 files changed, 239 insertions(+)
 create mode 100644 packages/shared/src/analysis.ts

diff --git a/packages/shared/src/analysis.ts b/packages/shared/src/analysis.ts
new file mode 100644
index 0000000..c24f654
--- /dev/null
+++ b/packages/shared/src/analysis.ts
@@ -0,0 +1,238 @@
+export type AnalysisSurface = 'ai_assistant' | 'product_detail' | 'project_detail' | 'version_detail';
+
+export type MetricId =
+  | 'version_risk_score'
+  | 'completion_trend'
+  | 'overdue_item_count'
+  | 'requirement_status_count'
+  | 'requirement_completion_count'
+  | 'requirement_source_count'
+  | 'department_workload'
+  | 'member_pending_work'
+  | 'member_effort_hours'
+  | 'bug_severity_count'
+  | 'test_pass_rate'
+  | 'overtime_reason_hours'
+  | 'delay_rate'
+  | 'delay_reason_count';
+
+export type DimensionId =
+  | 'product'
+  | 'project'
+  | 'version'
+  | 'requirement_status'
+  | 'requirement_type'
+  | 'requirement_source'
+  | 'department'
+  | 'member'
+  | 'role'
+  | 'month'
+  | 'week'
+  | 'day'
+  | 'bug_severity'
+  | 'bug_status'
+  | 'test_status'
+  | 'delay_reason';
+
+export type AnalysisType =
+  | 'ranking'
+  | 'trend'
+  | 'comparison'
+  | 'distribution'
+  | 'composition'
+  | 'correlation'
+  | 'breakdown'
+  | 'summary';
+
+export type TimePolicy = 'current_state' | 'last_30_days' | 'lifecycle' | 'user_required' | 'explicit_range';
+
+export type ChartKind =
+  | 'number_card'
+  | 'line_area'
+  | 'horizontal_bar'
+  | 'stacked_horizontal_bar'
+  | 'donut'
+  | 'table_preview';
+
+export interface MetricRef {
+  metricId: MetricId;
+  version: number;
+}
+
+export interface MetricDefinition {
+  metricId: MetricId;
+  version: number;
+  name: string;
+  description: string;
+  formula: string;
+  owner: string;
+  supportedDimensions: DimensionId[];
+  supportedAnalysisTypes: AnalysisType[];
+  defaultChart: ChartKind;
+  defaultDimension?: DimensionId;
+  defaultTimePolicy: TimePolicy;
+  status: 'active' | 'deprecated';
+}
+
+export type DataScope =
+  | { type: 'self'; userId: string }
+  | { type: 'managed_projects'; projectIds: string[] }
+  | { type: 'product'; productId: string }
+  | { type: 'project'; projectId: string }
+  | { type: 'version'; versionId: string }
+  | { type: 'system'; reason: 'admin' | 'management_permission' };
+
+export interface AnalysisPlan {
+  metricRef: MetricRef;
+  analysisType: AnalysisType;
+  dimensions: DimensionId[];
+  timeRange?: {
+    start: string;
+    end: string;
+    policy: TimePolicy;
+  };
+  filters: Record<string, string | number | boolean | string[] | number[]>;
+  scope: DataScope;
+  limit?: number;
+  sort?: Array<{ field: string; direction: 'asc' | 'desc' }>;
+}
+
+export interface EvidenceItem {
+  label: string;
+  value: string | number;
+  unit?: string;
+  sourceDomain:
+    | 'product'
+    | 'project'
+    | 'version'
+    | 'requirement'
+    | 'version_plan'
+    | 'dev_task'
+    | 'test_case'
+    | 'bug'
+    | 'work_activity'
+    | 'task_worklog'
+    | 'overtime'
+    | 'xiaobao';
+  sourceLabel?: string;
+  drilldown?: {
+    type: 'list' | 'detail';
+    target: string;
+    filters: Record<string, unknown>;
+  };
+}
+
+export interface MetricResult {
+  metricRef: MetricRef;
+  analysisType: AnalysisType;
+  columns: Array<{ id: string; label: string; type: 'string' | 'number' | 'date' | 'percent' }>;
+  rows: Array<Record<string, string | number | null>>;
+  totals?: Record<string, string | number>;
+  comparison?: {
+    baselineLabel: string;
+    currentLabel: string;
+    deltaValue?: number;
+    deltaPercent?: number;
+  };
+  evidence: EvidenceItem[];
+  dataScope: DataScope;
+  generatedAt: string;
+}
+
+export interface UnifiedChartSpec {
+  kind: ChartKind;
+  title: string;
+  subtitle?: string;
+  dataset: {
+    source: Array<Record<string, string | number | null>>;
+    x?: string;
+    y?: string;
+    series?: string;
+    value?: string;
+    label?: string;
+  };
+  encoding: {
+    x?: { field: string; label: string };
+    y?: { field: string; label: string };
+    value?: { field: string; label: string; unit?: string };
+    color?: { mode: 'single' | 'risk' | 'semantic'; field?: string };
+  };
+  annotations?: Array<{
+    type: 'outlier' | 'peak' | 'target' | 'threshold';
+    label: string;
+    value?: string | number;
+    field?: string;
+  }>;
+  stylePreset: 'apple_vision_light' | 'apple_vision_dark';
+}
+
+export interface InsightCard {
+  summary: string;
+  primaryValue?: {
+    label: string;
+    value: string | number;
+    unit?: string;
+  };
+  comparison?: {
+    label: string;
+    direction: 'up' | 'down' | 'flat';
+    value: string | number;
+    tone: 'positive' | 'negative' | 'neutral';
+  };
+  semanticConfidence: 'high' | 'medium' | 'low';
+  dataConfidence: 'sufficient' | 'partial' | 'insufficient';
+}
+
+export interface AnalysisReport {
+  summary: string;
+  keyFindings: string[];
+  evidence: EvidenceItem[];
+  suggestions: string[];
+  dataScope: {
+    timeDescription: string;
+    permissionDescription: string;
+    metricFormulaDescription: string;
+    generatedAt: string;
+  };
+}
+
+export type FollowUp =
+  | { type: 'question'; label: string; prompt: string }
+  | { type: 'drilldown'; label: string; target: string; filters: Record<string, unknown> }
+  | { type: 'export'; label: string; format: 'png' | 'pdf' | 'csv' };
+
+export interface AnalysisRequest {
+  question: string;
+  context?: {
+    surface: AnalysisSurface;
+    productId?: string;
+    projectId?: string;
+    versionId?: string;
+  };
+}
+
+export type AnalysisErrorCode =
+  | 'NO_PERMISSION'
+  | 'UNSUPPORTED_ANALYSIS'
+  | 'AMBIGUOUS_INTENT'
+  | 'NO_DATA'
+  | 'AI_UNAVAILABLE'
+  | 'INVALID_PLAN';
+
+export type AnalysisResponse =
+  | {
+      ok: true;
+      plan: AnalysisPlan;
+      metricResult: MetricResult;
+      insight: InsightCard;
+      chart: UnifiedChartSpec;
+      report: AnalysisReport;
+      followUps: FollowUp[];
+    }
+  | {
+      ok: false;
+      code: AnalysisErrorCode;
+      message: string;
+      clarificationOptions?: Array<{ label: string; prompt: string }>;
+      dataScope?: DataScope;
+    };
diff --git a/packages/shared/src/index.ts b/packages/shared/src/index.ts
index b57aca8..afc11ba 100644
--- a/packages/shared/src/index.ts
+++ b/packages/shared/src/index.ts
@@ -1,3 +1,4 @@
 export * from './enums';
 export * from './types';
 export * from './agent';
+export * from './analysis';