sundynix-desktop/frontend/src/components/ChartView.tsx

@@ -0,0 +1,126 @@
+import type { ChartSpec } from "../lib/chartspec";
+
+// ChartView：把 chart spec 自绘成 SVG（bar / line / pie），无第三方图表依赖。
+const PALETTE = ["#60a5fa", "#34d399", "#fbbf24", "#f87171", "#a78bfa", "#22d3ee", "#fb923c", "#4ade80"];
+
+export function ChartView({ spec }: { spec: ChartSpec }) {
+  return (
+    <figure className="my-2 rounded-lg border border-line bg-ink-950/50 p-3">
+      {spec.title && <figcaption className="mb-2 text-[12px] font-medium text-slate-200">{spec.title}</figcaption>}
+      {spec.type === "pie" ? <Pie spec={spec} /> : <BarLine spec={spec} />}
+      {spec.type !== "pie" && spec.series.length > 1 && <Legend names={spec.series.map((s, i) => s.name || `系列${i + 1}`)} />}
+    </figure>
+  );
+}
+
+function Legend({ names }: { names: string[] }) {
+  return (
+    <div className="mt-2 flex flex-wrap gap-3">
+      {names.map((n, i) => (
+        <span key={i} className="flex items-center gap-1 text-[10px] text-slate-400">
+          <span className="inline-block h-2 w-2 rounded-sm" style={{ background: PALETTE[i % PALETTE.length] }} />
+          {n}
+        </span>
+      ))}
+    </div>
+  );
+}
+
+// BarLine：柱状图 / 折线图（共用坐标系）。
+function BarLine({ spec }: { spec: ChartSpec }) {
+  const W = 480, H = 220, padL = 40, padB = 28, padT = 8, padR = 8;
+  const plotW = W - padL - padR, plotH = H - padT - padB;
+  const all = spec.series.flatMap((s) => s.data);
+  const max = Math.max(1, ...all);
+  const min = Math.min(0, ...all);
+  const span = max - min || 1;
+  const y = (v: number) => padT + plotH - ((v - min) / span) * plotH;
+  const n = spec.labels.length;
+  const slot = plotW / n;
+
+  return (
+    <svg viewBox={`0 0 ${W} ${H}`} className="w-full" role="img" aria-label={spec.title || "图表"}>
+      {/* y 轴基准线 */}
+      <line x1={padL} y1={y(min)} x2={W - padR} y2={y(min)} stroke="#334155" strokeWidth={1} />
+      <text x={padL - 6} y={y(max)} fill="#64748b" fontSize={9} textAnchor="end">{fmt(max)}</text>
+      <text x={padL - 6} y={y(min) + 3} fill="#64748b" fontSize={9} textAnchor="end">{fmt(min)}</text>
+
+      {spec.type === "bar"
+        ? spec.series.map((s, si) =>
+            s.data.map((v, i) => {
+              const bw = (slot * 0.7) / spec.series.length;
+              const x = padL + i * slot + slot * 0.15 + si * bw;
+              return (
+                <rect key={`${si}-${i}`} x={x} y={Math.min(y(v), y(0))} width={bw} height={Math.abs(y(v) - y(0))}
+                  fill={PALETTE[si % PALETTE.length]} rx={1}>
+                  <title>{`${spec.labels[i]}: ${v}`}</title>
+                </rect>
+              );
+            }),
+          )
+        : spec.series.map((s, si) => {
+            const pts = s.data.map((v, i) => `${padL + i * slot + slot / 2},${y(v)}`).join(" ");
+            return (
+              <g key={si}>
+                <polyline points={pts} fill="none" stroke={PALETTE[si % PALETTE.length]} strokeWidth={2} />
+                {s.data.map((v, i) => (
+                  <circle key={i} cx={padL + i * slot + slot / 2} cy={y(v)} r={2.5} fill={PALETTE[si % PALETTE.length]}>
+                    <title>{`${spec.labels[i]}: ${v}`}</title>
+                  </circle>
+                ))}
+              </g>
+            );
+          })}
+
+      {/* x 轴标签 */}
+      {spec.labels.map((lb, i) => (
+        <text key={i} x={padL + i * slot + slot / 2} y={H - padB + 14} fill="#64748b" fontSize={9} textAnchor="middle">
+          {lb.length > 6 ? lb.slice(0, 6) + "…" : lb}
+        </text>
+      ))}
+    </svg>
+  );
+}
+
+// Pie：饼图（用第一条系列）。
+function Pie({ spec }: { spec: ChartSpec }) {
+  const data = spec.series[0]?.data ?? [];
+  const total = data.reduce((a, b) => a + Math.max(0, b), 0) || 1;
+  const cx = 110, cy = 110, r = 90;
+  let acc = -Math.PI / 2; // 从 12 点方向起
+  const arcs = data.map((v, i) => {
+    const frac = Math.max(0, v) / total;
+    const a0 = acc;
+    const a1 = acc + frac * Math.PI * 2;
+    acc = a1;
+    const large = a1 - a0 > Math.PI ? 1 : 0;
+    const x0 = cx + r * Math.cos(a0), y0 = cy + r * Math.sin(a0);
+    const x1 = cx + r * Math.cos(a1), y1 = cy + r * Math.sin(a1);
+    const d = `M${cx},${cy} L${x0.toFixed(2)},${y0.toFixed(2)} A${r},${r} 0 ${large} 1 ${x1.toFixed(2)},${y1.toFixed(2)} Z`;
+    return { d, color: PALETTE[i % PALETTE.length], label: spec.labels[i], pct: Math.round(frac * 100) };
+  });
+  return (
+    <div className="flex items-center gap-4">
+      <svg viewBox="0 0 220 220" className="h-44 w-44 shrink-0" role="img" aria-label={spec.title || "饼图"}>
+        {arcs.map((a, i) => (
+          <path key={i} d={a.d} fill={a.color} stroke="#0b1220" strokeWidth={1}>
+            <title>{`${a.label}: ${data[i]} (${a.pct}%)`}</title>
+          </path>
+        ))}
+      </svg>
+      <div className="flex flex-col gap-1">
+        {arcs.map((a, i) => (
+          <span key={i} className="flex items-center gap-1.5 text-[10px] text-slate-400">
+            <span className="inline-block h-2 w-2 rounded-sm" style={{ background: a.color }} />
+            {a.label} · {a.pct}%
+          </span>
+        ))}
+      </div>
+    </div>
+  );
+}
+
+function fmt(v: number): string {
+  if (Math.abs(v) >= 1000) return (v / 1000).toFixed(1) + "k";
+  return String(Math.round(v * 100) / 100);
+}

sundynix-desktop/frontend/src/lib/chartspec.test.ts

@@ -0,0 +1,47 @@
+import { describe, it, expect } from "vitest";
+import { extractChartBlocks, isChartSpec, hasChart } from "./chartspec";
+
+const spec = { type: "bar", title: "销量", labels: ["Q1", "Q2"], series: [{ name: "销量", data: [120, 180] }] };
+
+describe("isChartSpec", () => {
+  it("合法 spec 通过", () => expect(isChartSpec(spec)).toBe(true));
+  it.each([
+    {},
+    { type: "x", labels: ["a"], series: [{ data: [1] }] },
+    { type: "bar", labels: [], series: [{ data: [] }] },
+    { type: "bar", labels: ["a"], series: [] },
+    { type: "bar", labels: ["a"], series: [{ name: "x" }] }, // 无 data
+  ])("非法 spec 拒绝 %#", (bad) => expect(isChartSpec(bad)).toBe(false));
+});
+
+describe("extractChartBlocks", () => {
+  it("纯文本 → 单个 text 段", () => {
+    const segs = extractChartBlocks("你好世界");
+    expect(segs).toEqual([{ kind: "text", text: "你好世界" }]);
+  });
+
+  it("文本 + chart 块 + 文本 → 三段且顺序正确", () => {
+    const out = "看图：\n```chart\n" + JSON.stringify(spec) + "\n```\n以上。";
+    const segs = extractChartBlocks(out);
+    expect(segs.map((s) => s.kind)).toEqual(["text", "chart", "text"]);
+    expect(segs[1].kind === "chart" && segs[1].spec.title).toBe("销量");
+  });
+
+  it("非法 JSON 的 chart 块 → 回退为文本，不丢内容", () => {
+    const out = "```chart\n{坏的}\n```";
+    const segs = extractChartBlocks(out);
+    expect(segs).toHaveLength(1);
+    expect(segs[0].kind).toBe("text");
+  });
+
+  it("两个 chart 块都解析", () => {
+    const blk = "```chart\n" + JSON.stringify(spec) + "\n```";
+    const segs = extractChartBlocks(blk + "\n中间\n" + blk);
+    expect(segs.filter((s) => s.kind === "chart")).toHaveLength(2);
+  });
+});
+
+describe("hasChart", () => {
+  it("含 chart 围栏 → true", () => expect(hasChart("a\n```chart\n{}\n```")).toBe(true));
+  it("不含 → false", () => expect(hasChart("```json\n{}\n```")).toBe(false));
+});

sundynix-desktop/frontend/src/lib/chartspec.ts

@@ -0,0 +1,60 @@
+// 图表 spec 与「从模型输出里抽取 ```chart 代码块」的解析。
+// 约定：chart 工具返回图表 JSON，agent 在答复里用 ```chart 围栏原样包裹；前端据此渲染 SVG。
+
+export interface ChartSeries {
+  name?: string;
+  data: number[];
+}
+
+export interface ChartSpec {
+  type: "bar" | "line" | "pie";
+  title?: string;
+  labels: string[];
+  series: ChartSeries[];
+}
+
+// Segment：把一段输出拆成「普通文本」与「图表」交错的有序片段，供输出区分别渲染。
+export type Segment = { kind: "text"; text: string } | { kind: "chart"; spec: ChartSpec };
+
+const chartFence = /```chart\s*\n([\s\S]*?)```/g;
+
+// isChartSpec 校验解析出的对象是否是合法图表 spec（防脏数据炸渲染）。
+export function isChartSpec(v: unknown): v is ChartSpec {
+  if (!v || typeof v !== "object") return false;
+  const o = v as Record<string, unknown>;
+  if (o.type !== "bar" && o.type !== "line" && o.type !== "pie") return false;
+  if (!Array.isArray(o.labels) || o.labels.length === 0) return false;
+  if (!Array.isArray(o.series) || o.series.length === 0) return false;
+  return (o.series as unknown[]).every(
+    (s) => s && typeof s === "object" && Array.isArray((s as ChartSeries).data),
+  );
+}
+
+// extractChartBlocks 把输出文本拆为 text / chart 片段（保持原顺序）。
+// ```chart 块解析失败或非法 → 回退为普通文本，绝不丢内容。
+export function extractChartBlocks(input: string): Segment[] {
+  if (!input) return [];
+  const segs: Segment[] = [];
+  let last = 0;
+  for (let m = chartFence.exec(input); m; m = chartFence.exec(input)) {
+    if (m.index > last) segs.push({ kind: "text", text: input.slice(last, m.index) });
+    let parsed: unknown;
+    try {
+      parsed = JSON.parse(m[1].trim());
+    } catch {
+      parsed = null;
+    }
+    if (isChartSpec(parsed)) segs.push({ kind: "chart", spec: parsed });
+    else segs.push({ kind: "text", text: m[0] }); // 解析失败：原样当文本，不丢
+    last = m.index + m[0].length;
+  }
+  chartFence.lastIndex = 0;
+  if (last < input.length) segs.push({ kind: "text", text: input.slice(last) });
+  return segs;
+}
+
+// hasChart 快速判断输出里是否含图表块（决定是否走分段渲染）。
+export function hasChart(input: string): boolean {
+  const has = /```chart\s*\n/.test(input);
+  return has;
+}

sundynix-desktop/frontend/src/shell/BottomDrawer.tsx

@@ -2,6 +2,8 @@ import { useState } from "react";
 import { ChevronDown, ChevronUp, Wrench, ShieldCheck, Check, X } from "lucide-react";
 import { deriveNodes, pendingApproval, type RunState } from "../lib/run";
 import { ExecTrace } from "../components/ExecTrace";
+import { ChartView } from "../components/ChartView";
+import { extractChartBlocks, hasChart } from "../lib/chartspec";
 import { approveTask } from "../lib/api";
 import { Tabs, Badge, cn, type TabDef } from "../ui";
 
@@ -53,11 +55,7 @@ export function BottomDrawer({ run }: { run: RunState }) {
       </div>
       {open && (
         <div className="h-44 overflow-auto p-3 text-xs">
-          {tab === "output" && (
+          {tab === "output" && <OutputView output={run.output} />}
-            <pre className="whitespace-pre-wrap font-mono leading-relaxed text-emerald-300">
-              {run.output || "在编排页搭图 → 运行，模型注入画像与历史后流式作答，token 在此呈现。"}
-            </pre>
-          )}
           {tab === "trace" && <ExecTrace events={run.exec} phase={run.phase} />}
           {tab === "tools" && <ToolCalls run={run} />}
           {tab === "cite" && <p className="text-slate-600">引用列表：RAG 答案的来源块（源文档 + 分数 + 来源徽标）。</p>}
@@ -122,6 +120,35 @@ function ApprovalBar({ taskId, node, title, summary }: { taskId: string; node: s
   );
 }
 
+// OutputView：渲染模型输出。含 ```chart 块时分段渲染（文本 + SVG 图表），否则纯文本。
+function OutputView({ output }: { output: string }) {
+  if (!output) {
+    return (
+      <pre className="whitespace-pre-wrap font-mono leading-relaxed text-emerald-300">
+        在编排页搭图 → 运行，模型注入画像与历史后流式作答，token 在此呈现。
+      </pre>
+    );
+  }
+  if (!hasChart(output)) {
+    return <pre className="whitespace-pre-wrap font-mono leading-relaxed text-emerald-300">{output}</pre>;
+  }
+  return (
+    <div>
+      {extractChartBlocks(output).map((seg, i) =>
+        seg.kind === "chart" ? (
+          <ChartView key={i} spec={seg.spec} />
+        ) : (
+          seg.text.trim() && (
+            <pre key={i} className="whitespace-pre-wrap font-mono leading-relaxed text-emerald-300">
+              {seg.text}
+            </pre>
+          )
+        ),
+      )}
+    </div>
+  );
+}
+
 // ToolCalls：从执行事件里筛出工具调用节点，逐条展示入参 → 产出 + 耗时/状态。
 function ToolCalls({ run }: { run: RunState }) {
   const tools = deriveNodes(run.exec).filter((n) => n.kind === "tool");

sundynix-mcp-go/internal/mcp/chart.go

@@ -0,0 +1,60 @@
+package mcp
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"context"
+
+	"github.com/sundynix/sundynix-shared/contract"
+)
+
+// chartSeries 是一条数据系列。
+type chartSeries struct {
+	Name string    `json:"name,omitempty"`
+	Data []float64 `json:"data"`
+}
+
+// chartSpec 是图表的结构化规范（工具产出，前端据此渲染 SVG，不在后端出图）。
+type chartSpec struct {
+	Type   string        `json:"type"`            // bar / line / pie
+	Title  string        `json:"title,omitempty"` //
+	Labels []string      `json:"labels"`          // x 轴/扇区标签
+	Series []chartSeries `json:"series"`          // 一条或多条数据系列（pie 取第一条）
+}
+
+// chart 工具：只校验并返回规范化图表 JSON（渲染交前端）。职责单一、零图片传输。
+// 返回内容即一段 chart JSON；工具说明会指示 agent 在最终答复里用 ```chart 围栏原样包裹它。
+func (g *Gateway) chart(_ context.Context, call *contract.ToolCall) *contract.ToolResult {
+	// 用 JSON round-trip 把 args 收进类型化结构（args 里 labels/series 是 []any，手解繁琐）。
+	raw, _ := json.Marshal(call.Args)
+	var in chartSpec
+	if err := json.Unmarshal(raw, &in); err != nil {
+		return &contract.ToolResult{OK: false, Error: "chart: 参数解析失败 —— " + err.Error()}
+	}
+	switch in.Type {
+	case "bar", "line", "pie":
+	case "":
+		in.Type = "bar"
+	default:
+		return &contract.ToolResult{OK: false, Error: "chart: type 仅支持 bar / line / pie"}
+	}
+	if len(in.Labels) == 0 {
+		return &contract.ToolResult{OK: false, Error: "chart: labels 必填"}
+	}
+	if len(in.Series) == 0 || len(in.Series[0].Data) == 0 {
+		return &contract.ToolResult{OK: false, Error: "chart: series 至少一条且 data 非空"}
+	}
+	for i, s := range in.Series {
+		if len(s.Data) != len(in.Labels) {
+			return &contract.ToolResult{OK: false,
+				Error: fmt.Sprintf("chart: 第 %d 条系列 data 长度(%d) 与 labels 长度(%d) 不一致", i+1, len(s.Data), len(in.Labels))}
+		}
+	}
+	if in.Type == "pie" {
+		in.Series = in.Series[:1] // pie 只用第一条系列
+	}
+	out, _ := json.Marshal(in)
+	// 提示 agent：把这段 JSON 用 ```chart 围栏原样放进最终答复，前端会渲染成图。
+	return &contract.ToolResult{OK: true, Content: string(out)}
+}

sundynix-mcp-go/internal/mcp/gateway.go

@@ -142,6 +142,17 @@ func (g *Gateway) buildRegistry() map[string]toolDef {
 			params:  []paramSpec{{Name: "sql", Type: "string", Desc: "只读 SQL，如 SELECT count(*) FROM sundynix_task", Required: true}},
 			handler: g.sqlQuery,
 		},
+		"chart": {
+			cn: "图表", desc: "把数据生成图表。返回图表 JSON——请在最终答复中用 ```chart 代码块原样包裹该 JSON，前端会渲染成图。需要可视化数据分布/趋势时调用。",
+			agent: true,
+			params: []paramSpec{
+				{Name: "type", Type: "string", Desc: "图表类型：bar / line / pie", Required: true},
+				{Name: "title", Type: "string", Desc: "图表标题"},
+				{Name: "labels", Type: "array", Desc: "x 轴/扇区标签数组，如 [\"Q1\",\"Q2\"]", Required: true},
+				{Name: "series", Type: "array", Desc: "数据系列数组，如 [{\"name\":\"销量\",\"data\":[120,180]}]", Required: true},
+			},
+			handler: g.chart,
+		},
 
 		// —— 仅内部/流水线/管理用，不暴露给自主 agent ——
 		"kb_ingest":      {cn: "知识入库", desc: "文本切块 → 向量化 → 写入 Milvus / Bleve", handler: g.kbIngest},