chore(release): v0.0.6

chore: cleanup changelog
fix: dont crash when no groups exist
2026-05-05 21:15:25 +00:00 · 2026-05-05 22:58:42 +02:00 · 2026-05-05 22:52:24 +02:00 · 2026-05-05 22:45:20 +02:00 · 2026-05-05 20:33:26 +00:00 · 2026-05-05 20:23:21 +00:00
51 changed files with 3298 additions and 2673 deletions
@@ -65,6 +65,9 @@ jobs:
      - name: 🔧 Setup
        uses: ./.gitea/actions/setup

+      - name: 🏗️ Build Web Assets
+        run: pnpm build
+
      - name: 🧪 Run Tests
        run: xvfb-run --auto-servernum --server-args="-screen 0 1280x1024x24" pnpm test:e2e

@@ -1,3 +1,134 @@
+# v0.0.6 (2026-05-05)
+
+## Features
+
+- Upgrade graph source panel and JSON viewer with click-to-copy and improved select handling.
+- Capture system stats in benchmark runs.
+- Split CI into unit and end-to-end pipelines.
+- Add `LLM.md` documentation.
+- Add 🍀 Planty Tutorial Helper
+- Add a way to group nodes
+
+## Node Groups
+
+Node Groups introduce a way to structure graphs into nested, navigable subgraphs for better organization and reuse.
+
+- Nested graph workflows with full runtime support
+- Group input and output nodes defining clear boundaries
+- Named groups for organization and identification
+- Breadcrumb navigation for navigating nested levels
+- Context-aware UI when editing inside groups
+- Reliable enter/exit transitions with state restoration
+- Ability to ungroup nodes back into the main graph
+
+## Planty
+
+Planty is a Clippy-inspired in-app tutorial and guidance system that helps users understand and use the graph editor through contextual assistance.
+
+- Context-aware hints based on user actions in the graph
+- Step-by-step onboarding flows for core features
+- Inline guidance tied to nodes, sockets, and interactions
+- Lightweight runtime integration without external build requirements
+
+## Fixes
+
+- Fix benchmark execution and CI integration issues
+- Resolve debug node ID mismatch
+- Fix ESLint, TypeScript, Playwright, and test synchronization issues
+- Fix packaging issues in `@nodarium/planty` and UI library
+- Restore correct graph references after exiting node groups
+
+## Refactors
+
+- Remove graph element handling from `graphManager`
+- Restrict panel rendering to selected nodes only
+- Move JSON viewer into shared UI package
+- Clean up CI workflows
+
+## Chores
+
+- Upgrade dependencies via `pnpm upgrade`
+- Add SvelteKit sync before E2E tests
+- Remove flaky screenshot artifacts
+- General formatting, linting, and test maintenance
+
+---
+
+- [82c2f08](https://git.max-richter.dev/max/nodarium/commit/82c2f08a5653ccd596c6982a1d9efa4b20a0b624) chore: cleanup changelog
+- [a00db40](https://git.max-richter.dev/max/nodarium/commit/a00db400bba909db5da499e8484d6ed5541c4ad7) fix: dont crash when no groups exist
+- [2d9eb0c](https://git.max-richter.dev/max/nodarium/commit/2d9eb0c0879611c2355e52100b150dd39b924684) fix: make planty work
+- [954f572](https://git.max-richter.dev/max/nodarium/commit/954f5726c305508329856b6707a41b77f297c4bf) Merge pull request 'feat: initial node groups' (#44) from feat/group-node-own into main
+- [63d5b80](https://git.max-richter.dev/max/nodarium/commit/63d5b8079d785b4fe1e689611cd38e5dd4d3ecb6) chore: pnpm format
+- [3e32ca4](https://git.max-richter.dev/max/nodarium/commit/3e32ca419a1b914cbe64d98d887a89f4f5abb0e2) feat: ungroup nodes
+- [f0cb12a](https://git.max-richter.dev/max/nodarium/commit/f0cb12a088609f5bd56096f7c1f244af0a1f91d8) chore: fix some type issues
+- [1d60090](https://git.max-richter.dev/max/nodarium/commit/1d60090ffe1a93af4c0df6f36741957ac13b1a73) chore: fixup graph manager tests
+- [5b55056](https://git.max-richter.dev/max/nodarium/commit/5b55056fc12271b87393cf9ef3b61cdf518a9857) chore: remove graph element in graphManager
+- [e2c2b1a](https://git.max-richter.dev/max/nodarium/commit/e2c2b1a4d73e0953ddd0125cabe83649b58c8996) chore: remove e2e test screenshots (too flaky)
+- [7f082ad](https://git.max-richter.dev/max/nodarium/commit/7f082ad8f6f144b92947000b91ceddce3c52704b) feat: implement node sockets ui
+- [ed11195](https://git.max-richter.dev/max/nodarium/commit/ed1119532750d47a1395ced92fe310a6aa5e070e) chore: refactor graphStack to be simpler
+- [8ad62cf](https://git.max-richter.dev/max/nodarium/commit/8ad62cfc8e8c60e4e72fdaa3d8caca75a7472da6) feat: add node group breadcrumbs
+- [bff140a](https://git.max-richter.dev/max/nodarium/commit/bff140a764ff0b6ed2c6e42814a088ca9e2ef1ee) feat: show different ui when inside group
+- [85e2fd1](https://git.max-richter.dev/max/nodarium/commit/85e2fd1a7126aab4a544eea3d185cfc63754cb73) fix: use correct id for debug node
+- [5beb031](https://git.max-richter.dev/max/nodarium/commit/5beb03196d46434f617442cc55d721c7d3eebe33) fix: broken format command for @nodarium/planty
+- [83e0e47](https://git.max-richter.dev/max/nodarium/commit/83e0e47082ed0d9fbd60e67a6d6c9ed65a9f4f24) refactor: only show group/node panel when selected
+- [106797d](https://git.max-richter.dev/max/nodarium/commit/106797de32f0d57059c481770e734b555900421d) feat: make group input/output node work
+- [1a56ba9](https://git.max-richter.dev/max/nodarium/commit/1a56ba986d761be545c2cf0236f9c374222da6b1) damn dude
+- [703f531](https://git.max-richter.dev/max/nodarium/commit/703f531cd370c2d440a696a68413ea6d5f54019f) chore: make eslint and playwright happy
+- [0ed22f2](https://git.max-richter.dev/max/nodarium/commit/0ed22f20b913837b8e90d45aa1a4ada1a90a9313) chore: pnpm upgrade
+- [733b0a2](https://git.max-richter.dev/max/nodarium/commit/733b0a2ceb3be6fac1eda5bbf856a4bd1f724e36) chore: sync sveltekit app before e2e
+- [8f60816](https://git.max-richter.dev/max/nodarium/commit/8f60816c7841c845120e71590e1c4672d218703e) chore: sync sveltekit app before e2e
+- [cd7b51d](https://git.max-richter.dev/max/nodarium/commit/cd7b51d86a1243e0714d9be73588db56c844086c) chore: sync sveltekit app before e2e
+- [6c9cd15](https://git.max-richter.dev/max/nodarium/commit/6c9cd1505d72c1c0600910f56ee158d07b7e4811) chore: sync sveltekit app before e2e
+- [db5ee8b](https://git.max-richter.dev/max/nodarium/commit/db5ee8ba29812e6865706966ff690ef335ff5e4f) fix: make eslint happy
+- [a6b9ca4](https://git.max-richter.dev/max/nodarium/commit/a6b9ca43155b5e9357570705b6f45ba4fc3490a8) feat: capture system stats in benchmark
+- [d4910ab](https://git.max-richter.dev/max/nodarium/commit/d4910aba8c5408fb9321b1a22d4c35eae8142309) chore: pnpm format
+- [e695c76](https://git.max-richter.dev/max/nodarium/commit/e695c7649015b88d8ca6662bfee5dc0329dd89ac) chore: make eslint happy
+- [2a54fa7](https://git.max-richter.dev/max/nodarium/commit/2a54fa7590c1834904a45fb0fc1fd0aa371f0120) feat: add name to groups
+- [6d5cac6](https://git.max-richter.dev/max/nodarium/commit/6d5cac65e8acf013ac0a4a61baf3bbc423252d53) feat(ui): click-to-copy on node values in jsonviewer
+- [3ee074b](https://git.max-richter.dev/max/nodarium/commit/3ee074b11c9bc216ce7221f5611c8177cef9b313) feat(ui): make inputselect also handle value+label options
+- [59a1e63](https://git.max-richter.dev/max/nodarium/commit/59a1e63396635d05543fa4636de5800ce4899a2a) feat: add unit tests for graph state
+- [317d155](https://git.max-richter.dev/max/nodarium/commit/317d1552cea5a234ab1ab87684be9a3724b1976f) fix: graph correctly restore html refs after exiting node group
+- [78439b1](https://git.max-richter.dev/max/nodarium/commit/78439b19e96e6dbdfb31cc794f5b6e1ff005e26e) fix: make benchmark work
+- [ef217b1](https://git.max-richter.dev/max/nodarium/commit/ef217b1c409c25d6054515e1f705831ddbf5a24b) feat: some updates
+- [7499b80](https://git.max-richter.dev/max/nodarium/commit/7499b80789e99b87df54d6891597fac7edb56b0f) fix: make the runtime work with groups
+- [a5b663f](https://git.max-richter.dev/max/nodarium/commit/a5b663f6fc5e67d5ef67b128c22cdc7363232de5) feat(ci): split e2e and unit tests
+- [0550670](https://git.max-richter.dev/max/nodarium/commit/05506704bf68dfd289a1c5130d5d86ddd98954b1) feat: let claude fix ci
+- [63188e5](https://git.max-richter.dev/max/nodarium/commit/63188e57fd2cf055161508ee88cbef0cd941e662) feat: let claude fix ci
+- [4572d30](https://git.max-richter.dev/max/nodarium/commit/4572d30005d3538f357d4e9f1fb637c1a6559fb1) feat: let claude refactor ci
+- [ccc376d](https://git.max-richter.dev/max/nodarium/commit/ccc376d158f209b85a62d98919ac716e46e3e253) feat: store total vertices/faces in benchmarkl
+- [7e432e9](https://git.max-richter.dev/max/nodarium/commit/7e432e9033f7fdc73c21bb363cf502c1d8085407) chore: update ci workflow
+- [01f5837](https://git.max-richter.dev/max/nodarium/commit/01f58377c21048f95c839504a3e8c46c27ba12ae) feat: make more node group features work
+- [6ef5dc2](https://git.max-richter.dev/max/nodarium/commit/6ef5dc28ed9a4874a7b5fb2a9dca73efd1632519) chore: move jsonviewer into ui package
+- [3450d70](https://git.max-richter.dev/max/nodarium/commit/3450d7004781ea58f61d563967441a251c817a9b) docs: add LLM.md
+- [731b9e9](https://git.max-richter.dev/max/nodarium/commit/731b9e9b1e52598e11044874a46976e517a1150c) feat: upgrade graph source panel
+- [72f07d0](https://git.max-richter.dev/max/nodarium/commit/72f07d0a501fa715c40cf0e7c17527ef3f98e96b) feat: initial node groups
+- [a56e8f4](https://git.max-richter.dev/max/nodarium/commit/a56e8f445edb6064ae7a7b3b783fb7445f1b4e69) feat(ci): install openssh client
+- [1257274](https://git.max-richter.dev/max/nodarium/commit/12572742eb3ba1641cc744a18d330e88df50e9d0) fix(planty): remove debug span
+- [7aa9979](https://git.max-richter.dev/max/nodarium/commit/7aa9979e355fcf90342e8b5f1d233b879bb6c71f) chore: update e2e tests
+- [fc35a68](https://git.max-richter.dev/max/nodarium/commit/fc35a68826885ac7e9c624b39a5c0fe7d1cb83f0) fix: dont package ui library
+- [aba6f03](https://git.max-richter.dev/max/nodarium/commit/aba6f03bcce3e4363f0f22337d0000083bfff9a9) fix: dont package ui library
+- [2d6fd00](https://git.max-richter.dev/max/nodarium/commit/2d6fd00fd1ba31bfa943b6d3a4a628bd5132f668) fix: dont package ui library
+- [d231946](https://git.max-richter.dev/max/nodarium/commit/d231946e50975dfa1b41696cefbbc2f742480ea8) fix: remove unused imports
+- [e2f4a24](https://git.max-richter.dev/max/nodarium/commit/e2f4a24f759b917d3c7c1ca0b8347312785a03e5) fix(planty): make sure config is completely static
+- [58d39cd](https://git.max-richter.dev/max/nodarium/commit/58d39cd101298e6a41922d18466899f7bf4a0f97) feat: improve planty ux
+- [7ebb129](https://git.max-richter.dev/max/nodarium/commit/7ebb1297ac75987b3348dd81a57e0d25ed0a7405) feat(app): make zoom in nicer
+- [23f65a1](https://git.max-richter.dev/max/nodarium/commit/23f65a1c63650faba2051a2c87f7625378b4b0c6) fix: remove unused header div
+- [acdc582](https://git.max-richter.dev/max/nodarium/commit/acdc582e957df149ab723d268ac2e205595db199) feat: use ui and planty without build
+- [7a3e9eb](https://git.max-richter.dev/max/nodarium/commit/7a3e9eb893182e46e72e203df1eb7532a4652ddd) chore: update test screenshot
+- [be82312](https://git.max-richter.dev/max/nodarium/commit/be82312ea049b21e5ff859163e54ba6da88328a0) chore: update test screenshot
+- [84f67e9](https://git.max-richter.dev/max/nodarium/commit/84f67e9c33a1141d7e0c3332375576cd0898a47a) fix: update planty types
+- [491e345](https://git.max-richter.dev/max/nodarium/commit/491e345c2ff1893916848380e8941fa77dff44ec) feat: build planty in post install
+- [ba501b2](https://git.max-richter.dev/max/nodarium/commit/ba501b211db1d70930fa461e1fd82abb5b639c00) fix: correct tsconfig for planty
+- [7d76b9e](https://git.max-richter.dev/max/nodarium/commit/7d76b9e1f77ab934289bb18df6197bfd58ce3eeb) fix: mark planty as type:module
+- [5d4e2e9](https://git.max-richter.dev/max/nodarium/commit/5d4e2e928093cac39192960d9de21a0e1710904e) fix: make formatter happy
+- [4de15b1](https://git.max-richter.dev/max/nodarium/commit/4de15b19c8bdb35e53ba0d3e3e459cdbb12aee9d) feat: wire up planty with nodarium/app
+- [168e6fc](https://git.max-richter.dev/max/nodarium/commit/168e6fcc19dc55383b0b21d2b3ebab733058fb94) feat: update some node default settings
+- [c0eb75d](https://git.max-richter.dev/max/nodarium/commit/c0eb75d53c4251d041744b19a37c44d0d4a1728c) feat: new planty package
+- [2ec9bfc](https://git.max-richter.dev/max/nodarium/commit/2ec9bfc3c96a97aaf29557c70f76b7bf08156e15) feat(ci): compress benchmark data
+- [c975206](https://git.max-richter.dev/max/nodarium/commit/c97520617a0d48a765544feebf2d510400db8fb8) fix(ci): use older upload-artifact action
+- [6475790](https://git.max-richter.dev/max/nodarium/commit/64757901766efb7ccbd3693ebc63ba1367fe6d88) fix(ci): build nodes before benchmarking
+- [580ec73](https://git.max-richter.dev/max/nodarium/commit/580ec7346599e5d538ff53f31808ff770b4a8095) ci: run benchmark in ci
+
 # v0.0.5 (2026-02-13)

 ## Features
@@ -1,35 +1,59 @@
 import type { Graph, Graph as GraphType, NodeId } from '@nodarium/types';
 import { createLogger, createPerformanceStore, splitNestedArray } from '@nodarium/utils';
+
 import { mkdir, writeFile } from 'node:fs/promises';
+import { freemem, loadavg, totalmem } from 'node:os';
 import { resolve } from 'node:path';
+
 import { MemoryRuntimeExecutor } from '../src/lib/runtime/runtime-executor.ts';
 import { BenchmarkRegistry } from './benchmarkRegistry.ts';
+
+import {
+  getMachineInfo,
+  measureCpuUsage,
+  readCgroupCpuStat,
+  readCpuSnapshot,
+  readProcMemInfo,
+  SystemSample
+} from './systemStats.ts';
 import defaultPlantTemplate from './templates/default.json' assert { type: 'json' };
 import lottaFacesTemplate from './templates/lotta-faces.json' assert { type: 'json' };
 import plantTemplate from './templates/plant.json' assert { type: 'json' };

 const registry = new BenchmarkRegistry();
 const r = new MemoryRuntimeExecutor(registry);
-const perfStore = createPerformanceStore();

 const log = createLogger('bench');

 const templates: Record<string, Graph> = {
-  'plant': plantTemplate as unknown as GraphType,
+  plant: plantTemplate as unknown as GraphType,
  'lotta-faces': lottaFacesTemplate as unknown as GraphType,
-  'default': defaultPlantTemplate as unknown as GraphType
+  default: defaultPlantTemplate as unknown as GraphType
 };

-function countGeometry(result: Int32Array): { totalVertices: number; totalFaces: number } {
+function average(values: number[]) {
+  if (values.length === 0) return 0;
+  return values.reduce((a, b) => a + b, 0) / values.length;
+}
+
+function countGeometry(result: Int32Array): {
+  totalVertices: number;
+  totalFaces: number;
+} {
  const parts = splitNestedArray(result);
+
  let totalVertices = 0;
  let totalFaces = 0;
+
  for (const part of parts) {
    const type = part[0];
-    const vertexCount = part[1];
-    const faceCount = part[2];
+
+    const vertexCount = part[1] >>> 0;
+    const faceCount = part[2] >>> 0;
+
    if (type === 2) {
-      const instanceCount = part[3];
+      const instanceCount = part[3] >>> 0;
+
      totalVertices += vertexCount * instanceCount;
      totalFaces += faceCount * instanceCount;
    } else {
@@ -37,42 +61,144 @@ function countGeometry(result: Int32Array): { totalVertices: number; totalFaces:
      totalFaces += faceCount;
    }
  }
-  return { totalVertices, totalFaces };
+
+  return {
+    totalVertices,
+    totalFaces
+  };
 }

 async function run(g: GraphType, amount: number) {
-  await registry.load(plantTemplate.nodes.map(n => n.type) as NodeId[]);
+  await registry.load(g.nodes.map(n => n.type) as NodeId[]);
+
  log.log('loaded ' + g.nodes.length + ' nodes');

  log.log('warming up');

-  // Warm up the runtime? maybe this does something?
  for (let index = 0; index < 10; index++) {
    await r.execute(g, { randomSeed: true });
  }

+  const systemSamples: SystemSample[] = [];
+
+  let previousCpuSnapshot = await readCpuSnapshot();
+
+  const sampler = setInterval(async () => {
+    try {
+      const cpu = await measureCpuUsage(previousCpuSnapshot);
+
+      previousCpuSnapshot = cpu.snapshot;
+
+      const [l1, l5, l15] = loadavg();
+
+      systemSamples.push({
+        timestamp: Date.now(),
+
+        cpuUsagePercent: cpu.usagePercent,
+        cpuStealPercent: cpu.stealPercent,
+
+        load1: l1,
+        load5: l5,
+        load15: l15,
+
+        freeMemory: freemem(),
+        totalMemory: totalmem()
+      });
+    } catch (err) {
+      console.error(err);
+    }
+  }, 1000);
+
  log.log('executing');
+
+  const perfStore = createPerformanceStore();
+
  r.perf = perfStore;
-  let res;
+
+  let res: Int32Array | undefined;
+
+  const cgroupBefore = await readCgroupCpuStat();
+
  for (let i = 0; i < amount; i++) {
    r.perf?.startRun();
+
    res = await r.execute(g, { randomSeed: true });
+
    r.perf?.stopRun();
+
    const { totalVertices, totalFaces } = countGeometry(res!);
+
    r.perf?.addToLastRun('total-vertices', totalVertices);
    r.perf?.addToLastRun('total-faces', totalFaces);
  }
+
+  const cgroupAfter = await readCgroupCpuStat();
+
+  clearInterval(sampler);
+
  log.log('finished');
-  return r.perf.get();
+
+  return {
+    data: r.perf.get(),
+    metadata: {
+      timestamp: new Date().toISOString(),
+
+      machine: getMachineInfo(),
+
+      process: {
+        pid: process.pid,
+        uptime: process.uptime(),
+
+        memoryUsage: process.memoryUsage()
+      },
+
+      system: {
+        averages: {
+          cpuUsagePercent: average(
+            systemSamples.map(s => s.cpuUsagePercent)
+          ),
+
+          cpuStealPercent: average(
+            systemSamples.map(s => s.cpuStealPercent)
+          ),
+
+          load1: average(systemSamples.map(s => s.load1)),
+          load5: average(systemSamples.map(s => s.load5)),
+          load15: average(systemSamples.map(s => s.load15)),
+
+          freeMemory: average(
+            systemSamples.map(s => s.freeMemory)
+          )
+        },
+
+        samples: systemSamples,
+
+        meminfo: await readProcMemInfo()
+      },
+
+      cgroup: {
+        before: cgroupBefore,
+        after: cgroupAfter
+      }
+    }
+  };
 }

 async function main() {
  const outPath = resolve('benchmark/out/');
+
  await mkdir(outPath, { recursive: true });
+
  for (const key in templates) {
    log.log('executing ' + key);
+
    const perfData = await run(templates[key], 100);
-    await writeFile(resolve(outPath, key + '.json'), JSON.stringify(perfData));
+
+    await writeFile(
+      resolve(outPath, key + '.json'),
+      JSON.stringify(perfData, null, 2)
+    );
+
    await new Promise(res => setTimeout(res, 200));
  }
 }
@@ -0,0 +1,129 @@
+import { readFile } from 'node:fs/promises';
+import { cpus, totalmem } from 'node:os';
+
+export type CpuSnapshot = {
+  idle: number;
+  total: number;
+  steal: number;
+};
+
+export type SystemSample = {
+  timestamp: number;
+  cpuUsagePercent: number;
+  cpuStealPercent: number;
+  load1: number;
+  load5: number;
+  load15: number;
+  freeMemory: number;
+  totalMemory: number;
+};
+
+export async function readCpuSnapshot(): Promise<CpuSnapshot> {
+  const stat = await readFile('/proc/stat', 'utf8');
+  const line = stat.split('\n')[0];
+
+  const parts: number[] = line
+    .trim()
+    .split(/\s+/)
+    .slice(1)
+    .map((v: unknown) => Number(v));
+
+  const idle = parts[3];
+  const iowait = parts[4];
+  const steal = parts[7];
+
+  return {
+    idle: idle + iowait,
+    total: parts.reduce((a, b) => a + b, 0),
+    steal: steal ?? 0
+  };
+}
+
+export async function measureCpuUsage(
+  previous: CpuSnapshot
+): Promise<{
+  snapshot: CpuSnapshot;
+  usagePercent: number;
+  stealPercent: number;
+}> {
+  const current = await readCpuSnapshot();
+
+  const idle = current.idle - previous.idle;
+  const total = current.total - previous.total;
+  const steal = current.steal - previous.steal;
+
+  return {
+    snapshot: current,
+    usagePercent: total === 0 ? 0 : 100 * (1 - idle / total),
+    stealPercent: total === 0 ? 0 : 100 * (steal / total)
+  };
+}
+
+export async function readCgroupCpuStat() {
+  const possiblePaths = [
+    '/sys/fs/cgroup/cpu.stat',
+    '/sys/fs/cgroup/cpu/cpu.stat'
+  ];
+
+  for (const path of possiblePaths) {
+    try {
+      const txt: string = await readFile(path, 'utf8');
+
+      return Object.fromEntries(
+        txt
+          .trim()
+          .split('\n')
+          .map(line => {
+            const [k, v] = line.trim().split(/\s+/);
+            return [k, Number(v)];
+          })
+      );
+    } catch {
+      // continue
+    }
+  }
+
+  return null;
+}
+
+export async function readProcMemInfo() {
+  try {
+    const txt = await readFile('/proc/meminfo', 'utf8');
+
+    const result: Record<string, number> = {};
+
+    for (const line of txt.split('\n')) {
+      const match = line.match(/^(\w+):\s+(\d+)/);
+
+      if (!match) continue;
+
+      result[match[1]] = Number(match[2]);
+    }
+
+    return result;
+  } catch {
+    return null;
+  }
+}
+
+export function getMachineInfo() {
+  const cpuInfo = cpus();
+
+  return {
+    platform: process.platform,
+    arch: process.arch,
+    nodeVersion: process.version,
+
+    cpuModel: cpuInfo[0]?.model ?? 'unknown',
+    cpuCount: cpuInfo.length,
+
+    totalMemory: totalmem(),
+
+    ci: {
+      githubActions: process.env.GITHUB_ACTIONS ?? false,
+      runnerName: process.env.RUNNER_NAME ?? null,
+      runnerOs: process.env.RUNNER_OS ?? null,
+      runnerArch: process.env.RUNNER_ARCH ?? null
+    }
+  };
+}
@@ -8,9 +8,6 @@ test('test', async ({ page }) => {

  await page.goto('http://localhost:4173', { waitUntil: 'load' });

-  // await expect(page).toHaveScreenshot();
-  await expect(page.locator('.graph-wrapper')).toHaveScreenshot();
-
  await page.getByRole('button', { name: 'projects' }).click();
  await page.getByRole('button', { name: 'New', exact: true }).click();
  await page.getByRole('combobox').selectOption('2');
@@ -1,13 +1,13 @@
 {
  "name": "@nodarium/app",
  "private": true,
-  "version": "0.0.5",
+  "version": "0.0.6",
  "type": "module",
  "scripts": {
    "dev": "vite dev",
    "predev": "rm static/CHANGELOG.md && ln -s ../../CHANGELOG.md static/CHANGELOG.md",
    "build": "svelte-kit sync && vite build",
-    "test:unit": "vitest",
+    "test:unit": "vitest --browser=false",
    "test": "npm run test:unit -- --run && npm run test:e2e",
    "test:e2e": "playwright test",
    "preview": "vite preview",
@@ -18,49 +18,49 @@
    "bench": "tsx ./benchmark/index.ts"
  },
  "dependencies": {
+    "@nodarium/planty": "workspace:*",
    "@nodarium/ui": "workspace:*",
    "@nodarium/utils": "workspace:*",
-    "@nodarium/planty": "workspace:*",
-    "@sveltejs/kit": "^2.50.2",
-    "@tailwindcss/vite": "^4.1.18",
-    "@threlte/core": "8.3.1",
-    "@threlte/extras": "9.7.1",
+    "@sveltejs/kit": "^2.59.0",
+    "@tailwindcss/vite": "^4.2.4",
+    "@threlte/core": "8.5.11",
+    "@threlte/extras": "9.15.1",
    "comlink": "^4.4.2",
    "file-saver": "^2.0.5",
    "idb": "^8.0.3",
    "jsondiffpatch": "^0.7.3",
    "micromark": "^4.0.2",
-    "tailwindcss": "^4.1.18",
-    "three": "^0.182.0"
+    "tailwindcss": "^4.2.4",
+    "three": "^0.184.0"
  },
  "devDependencies": {
-    "@eslint/compat": "^2.0.2",
-    "@eslint/js": "^9.39.2",
-    "@iconify-json/tabler": "^1.2.26",
-    "@iconify/tailwind4": "^1.2.1",
+    "@eslint/compat": "^2.0.5",
+    "@eslint/js": "^10.0.1",
+    "@iconify-json/tabler": "^1.2.33",
+    "@iconify/tailwind4": "^1.2.3",
    "@nodarium/types": "workspace:^",
-    "@playwright/test": "^1.58.1",
+    "@playwright/test": "^1.59.1",
    "@sveltejs/adapter-static": "^3.0.10",
-    "@sveltejs/vite-plugin-svelte": "^6.2.4",
-    "@tsconfig/svelte": "^5.0.7",
+    "@sveltejs/vite-plugin-svelte": "^7.0.0",
+    "@tsconfig/svelte": "^5.0.8",
    "@types/file-saver": "^2.0.7",
-    "@types/three": "^0.182.0",
-    "@vitest/browser-playwright": "^4.0.18",
-    "dprint": "^0.51.1",
-    "eslint": "^9.39.2",
-    "eslint-plugin-svelte": "^3.14.0",
-    "globals": "^17.3.0",
-    "svelte": "^5.49.2",
-    "svelte-check": "^4.3.6",
+    "@types/three": "^0.184.0",
+    "@vitest/browser-playwright": "^4.1.5",
+    "dprint": "^0.54.0",
+    "eslint": "^10.3.0",
+    "eslint-plugin-svelte": "^3.17.1",
+    "globals": "^17.6.0",
+    "svelte": "^5.55.5",
+    "svelte-check": "^4.4.7",
    "tslib": "^2.8.1",
    "tsx": "^4.21.0",
-    "typescript": "^5.9.3",
-    "typescript-eslint": "^8.54.0",
-    "vite": "^7.3.1",
+    "typescript": "^6.0.3",
+    "typescript-eslint": "^8.59.1",
+    "vite": "^8.0.10",
    "vite-plugin-comlink": "^5.3.0",
-    "vite-plugin-glsl": "^1.5.5",
-    "vite-plugin-wasm": "^3.5.0",
-    "vitest": "^4.0.18",
-    "vitest-browser-svelte": "^2.0.2"
+    "vite-plugin-glsl": "^1.6.0",
+    "vite-plugin-wasm": "^3.6.0",
+    "vitest": "^4.1.5",
+    "vitest-browser-svelte": "^2.1.1"
  }
 }
@@ -0,0 +1,75 @@
+<script lang="ts">
+  import { getGraphManager } from '../graph-state.svelte';
+  const graph = getGraphManager();
+
+  function getGroupName(groupId: number) {
+    const group = graph.getGroup(groupId);
+    return group?.name || `Group#${groupId}`;
+  }
+
+  function exitToGroup(targetId?: number) {
+    while (graph.currentGroupId !== (targetId ?? null)) {
+      graph.exitGroup();
+    }
+  }
+
+  // Intermediate groups: parent stack entries that are groups (not the root graph).
+  const intermediateGroups = $derived(
+    graph.parentStack.filter(e => e.id !== graph.id)
+  );
+</script>
+
+<div class="shadow" class:is-inside-group={graph.isInsideGroup}></div>
+
+{#if graph.isInsideGroup}
+  <div class="group-name flex gap-1 items-center">
+    <button
+      class="bg-layer-2 opacity-75 hover:opacity-100 cursor-pointer rounded-sm p-1 px-2"
+      onclick={() => exitToGroup()}
+    >
+      Root
+    </button>
+
+    {#each intermediateGroups as entry (entry.id)}
+      <span class="i-[tabler--arrow-right]"></span>
+      <button
+        class="bg-layer-2 opacity-75 hover:opacity-100 cursor-pointer rounded-sm p-1 px-2"
+        onclick={() => exitToGroup(entry.id)}
+      >
+        {getGroupName(entry.id)}
+      </button>
+    {/each}
+
+    <span class="i-[tabler--arrow-right]"></span>
+    <button class="bg-layer-2 opacity-100 cursor-pointer rounded-sm p-1 px-2">
+      {getGroupName(graph.currentGroupId!)}
+    </button>
+  </div>
+{/if}
+
+<style>
+  .shadow {
+    position: absolute;
+    top: -5px;
+    left: -5px;
+    right: calc(var(--padding-right) - 5px);
+    bottom: -5px;
+    z-index: 1;
+    transition: box-shadow 0.3s ease;
+    box-shadow: 0 0 0px 0px var(--color-layer-2) inset;
+    pointer-events: none;
+  }
+
+  .shadow.is-inside-group  {
+    box-shadow: 0 0 0px 8px var(--color-layer-2) inset;
+  }
+
+  .group-name {
+    position: absolute;
+    left: calc(50% - var(--padding-right) / 2);
+    transition: left 0.3s ease;
+    top: 12px;
+    transform: translateX(-50%);
+    z-index: 1000;
+  }
+</style>
@@ -0,0 +1,262 @@
+import { assert, describe, expect, it } from 'vitest';
+import { GraphManager } from './graph-manager.svelte';
+import { GraphState } from './graph-state.svelte';
+import { createMockNodeRegistry, mockFloatInputNode, mockFloatOutputNode } from './test-utils';
+
+// GraphState constructor reads localStorage synchronously — mock before any instantiation
+Object.defineProperty(globalThis, 'localStorage', {
+  value: {
+    getItem: () => null,
+    setItem: () => {},
+    removeItem: () => {},
+    clear: () => {},
+    length: 0,
+    key: () => null
+  } as Storage,
+  writable: true,
+  configurable: true
+});
+
+function createFixture() {
+  const registry = createMockNodeRegistry([mockFloatOutputNode, mockFloatInputNode]);
+  const manager = new GraphManager(registry);
+  const state = new GraphState(manager);
+  return { manager, state };
+}
+
+describe('clearSelection', () => {
+  it('empties selectedNodes', () => {
+    const { state } = createFixture();
+    state.selectedNodes.add(1);
+    state.selectedNodes.add(2);
+    state.clearSelection();
+    expect(state.selectedNodes.size).toBe(0);
+  });
+});
+
+describe('projectScreenToWorld', () => {
+  it('maps the viewport centre to the camera position', () => {
+    const { state } = createFixture();
+    // cameraPosition default: [140, 100, 3.5], width=100, height=100
+    state.width = 100;
+    state.height = 100;
+    state.cameraPosition = [140, 100, 3.5];
+    const [wx, wy] = state.projectScreenToWorld(50, 50);
+    expect(wx).toBeCloseTo(140);
+    expect(wy).toBeCloseTo(100);
+  });
+
+  it('offsets correctly for a point not at centre', () => {
+    const { state } = createFixture();
+    state.width = 100;
+    state.height = 100;
+    state.cameraPosition = [0, 0, 2];
+    const [wx, wy] = state.projectScreenToWorld(100, 50);
+    // x: 0 + (100 - 50) / 2 = 25
+    expect(wx).toBeCloseTo(25);
+    expect(wy).toBeCloseTo(0);
+  });
+});
+
+describe('groupSelectedNodes', () => {
+  it('delegates to graph.groupNodes with selected IDs and activeNodeId', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    const nodeB = manager.createNode({ type: 'test/node/input', position: [100, 0], props: {} });
+    assert.isDefined(nodeA);
+    assert.isDefined(nodeB);
+
+    state.selectedNodes.add(nodeA!.id);
+    state.activeNodeId = nodeB!.id;
+
+    const groupNode = state.groupSelectedNodes();
+    assert.isDefined(groupNode);
+
+    const graph = manager.serialize();
+    expect(graph.groups.length).toBe(1);
+    expect(graph.nodes.map(n => n.id)).toContain(groupNode!.id);
+  });
+
+  it('works when only activeNodeId is set with no extra selection', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    assert.isDefined(nodeA);
+
+    state.activeNodeId = nodeA!.id;
+    const groupNode = state.groupSelectedNodes();
+    assert.isDefined(groupNode);
+
+    expect(manager.groups.length).toBe(1);
+  });
+});
+
+describe('enterGroupNode', () => {
+  it('does nothing when activeNodeId is -1', () => {
+    const { manager, state } = createFixture();
+    state.activeNodeId = -1;
+    state.enterGroupNode();
+    expect(manager.parentStack.length).toBe(0);
+  });
+
+  it('does nothing when the active node is not a group instance', () => {
+    const { manager, state } = createFixture();
+    const node = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    assert.isDefined(node);
+    state.activeNodeId = node!.id;
+    state.enterGroupNode();
+    expect(manager.parentStack.length).toBe(0);
+  });
+
+  it('enters the group, pushes graphStack, and clears UI state', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    assert.isDefined(nodeA);
+    const groupNode = manager.groupNodes([nodeA!.id]);
+    assert.isDefined(groupNode);
+
+    state.selectedNodes.add(nodeA!.id);
+    state.activeNodeId = groupNode!.id;
+    state.cameraPosition = [10, 20, 5];
+
+    state.enterGroupNode();
+
+    expect(manager.parentStack.length).toBe(1);
+    expect(state.activeNodeId).toBe(-1);
+    expect(state.selectedNodes.size).toBe(0);
+    expect(manager.isInsideGroup).toBe(true);
+  });
+});
+
+describe('exitGroupNode', () => {
+  it('does nothing when not inside a group', () => {
+    const { manager, state } = createFixture();
+    const before = [...state.cameraPosition];
+    state.exitGroupNode();
+    expect(manager.parentStack.length).toBe(0);
+    expect(state.cameraPosition).toEqual(before);
+  });
+
+  it('clears activeNodeId and selection after exit', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    assert.isDefined(nodeA);
+    const groupNode = manager.groupNodes([nodeA!.id]);
+    assert.isDefined(groupNode);
+
+    state.activeNodeId = groupNode!.id;
+    state.enterGroupNode();
+    state.activeNodeId = 99;
+    state.selectedNodes.add(99);
+
+    state.exitGroupNode();
+
+    // Group instance node is re-selected on exit; internal selection is cleared
+    expect(state.activeNodeId).toBe(groupNode!.id);
+    expect(state.selectedNodes.size).toBe(0);
+  });
+
+  it('restores outer nodes to manager after exit', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    const nodeB = manager.createNode({ type: 'test/node/input', position: [100, 0], props: {} });
+    assert.isDefined(nodeA);
+    assert.isDefined(nodeB);
+
+    manager.createEdge(nodeA!, 0, nodeB!, 'value');
+    const groupNode = manager.groupNodes([nodeA!.id]);
+    assert.isDefined(groupNode);
+
+    state.activeNodeId = groupNode!.id;
+    state.enterGroupNode();
+
+    // Inside the group: nodeA is an internal node so it IS active; the outer
+    // nodes (nodeB, groupNode) are saved and no longer in the active Map.
+    expect(manager.nodes.has(nodeA!.id)).toBe(true);
+    expect(manager.nodes.has(nodeB!.id)).toBe(false);
+
+    state.exitGroupNode();
+
+    // After exit: outer nodes are restored
+    expect(manager.nodes.has(nodeB!.id)).toBe(true);
+    expect(manager.nodes.has(groupNode!.id)).toBe(true);
+    expect(manager.isInsideGroup).toBe(false);
+  });
+
+  it('isInsideGroup is false after exiting the only group level', () => {
+    const { manager, state } = createFixture();
+
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    assert.isDefined(nodeA);
+    const groupNode = manager.groupNodes([nodeA!.id]);
+    assert.isDefined(groupNode);
+
+    state.activeNodeId = groupNode!.id;
+    state.enterGroupNode();
+    expect(manager.isInsideGroup).toBe(true);
+
+    state.exitGroupNode();
+    expect(manager.isInsideGroup).toBe(false);
+  });
+});
+
+describe('copyNodes / pasteNodes', () => {
+  it('copies the active node into the clipboard', () => {
+    const { manager, state } = createFixture();
+    const node = manager.createNode({ type: 'test/node/output', position: [10, 20], props: {} });
+    assert.isDefined(node);
+
+    state.activeNodeId = node!.id;
+    state.mousePosition = [0, 0];
+    state.copyNodes();
+
+    assert.isNotNull(state.clipboard);
+    expect(state.clipboard!.nodes.map(n => n.id)).toContain(node!.id);
+  });
+
+  it('includes edges between copied nodes', () => {
+    const { manager, state } = createFixture();
+    const nodeA = manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    const nodeB = manager.createNode({ type: 'test/node/input', position: [100, 0], props: {} });
+    assert.isDefined(nodeA);
+    assert.isDefined(nodeB);
+
+    manager.createEdge(nodeA!, 0, nodeB!, 'value');
+
+    state.activeNodeId = nodeA!.id;
+    state.selectedNodes.add(nodeB!.id);
+    state.mousePosition = [0, 0];
+    state.copyNodes();
+
+    assert.isNotNull(state.clipboard);
+    expect(state.clipboard!.edges.length).toBe(1);
+  });
+
+  it('pastes nodes and adds them to the graph', () => {
+    const { manager, state } = createFixture();
+    const node = manager.createNode({ type: 'test/node/output', position: [10, 20], props: {} });
+    assert.isDefined(node);
+
+    state.activeNodeId = node!.id;
+    state.mousePosition = [0, 0];
+    state.copyNodes();
+
+    const countBefore = manager.nodes.size;
+    state.mousePosition = [50, 50];
+    state.pasteNodes();
+
+    expect(manager.nodes.size).toBe(countBefore + 1);
+  });
+
+  it('does nothing when clipboard is empty', () => {
+    const { manager, state } = createFixture();
+    manager.createNode({ type: 'test/node/output', position: [0, 0], props: {} });
+    const countBefore = manager.nodes.size;
+    state.pasteNodes();
+    expect(manager.nodes.size).toBe(countBefore);
+  });
+});
@@ -213,6 +213,10 @@ export class GraphState {
    };
  }

+  unGroupSelectedNodes() {
+    return this.graph.ungroupNode(this.activeNodeId);
+  }
+
  groupSelectedNodes() {
    return this.graph.groupNodes([...this.selectedNodes.keys(), this.activeNodeId]);
  }
@@ -365,7 +369,7 @@ export class GraphState {
    if (this.activeNodeId === -1) return;
    const node = this.graph.getNode(this.activeNodeId);
    if (!node || node.type !== '__internal/group/instance') return;
-    const ok = this.graph.enterGroup(this.activeNodeId, [...this.cameraPosition]);
+    const ok = this.graph.enterGroup(this.activeNodeId);
    if (ok) {
      this.activeNodeId = -1;
      this.clearSelection();
@@ -375,8 +379,7 @@ export class GraphState {
  exitGroupNode() {
    const result = this.graph.exitGroup();
    if (!result) return;
-    this.cameraPosition = result.camera;
-    this.activeNodeId = -1;
+    this.activeNodeId = result.nodeId;
    this.clearSelection();
  }

@@ -384,6 +387,13 @@ export class GraphState {
    node: NodeInstance,
    index: string | number
  ): [number, number] {
+    if (node.type === '__internal/group/input' && typeof index === 'number') {
+      return [
+        (node?.state?.x ?? node.position[0]) + 20,
+        (node?.state?.y ?? node.position[1]) + 2.5 + 5 * index + 5
+      ];
+    }
+
    if (typeof index === 'number') {
      return [
        (node?.state?.x ?? node.position[0]) + 20,
@@ -7,6 +7,7 @@
  import AddMenu from '../components/AddMenu.svelte';
  import BoxSelection from '../components/BoxSelection.svelte';
  import Camera from '../components/Camera.svelte';
+  import GroupBreadcrumps from '../components/GroupBreadcrumps.svelte';
  import HelpView from '../components/HelpView.svelte';
  import Debug from '../debug/Debug.svelte';
  import EdgeEl from '../edges/Edge.svelte';
@@ -97,10 +98,15 @@

  function getSocketType(node: NodeInstance, index: number | string): string {
    const nodeType = graph.getNodeType(node);
-    console.log({ nodeType, index });
    if (typeof index === 'string') {
      return nodeType?.inputs?.[index].type || 'unknown';
    }
+
+    if (node.type === '__internal/group/input') {
+      const key = Object.keys(nodeType?.inputs || {})[index];
+      return nodeType?.inputs?.[key].type || 'unknown';
+    }
+
    return nodeType?.outputs?.[index] || 'unknown';
  }
 </script>
@@ -115,6 +121,7 @@
  bind:this={graphState.wrapper}
  class="graph-wrapper"
  style="height: 100%"
+  class:is-inside-group={graph.isInsideGroup}
  class:is-panning={graphState.isPanning}
  class:is-hovering={graphState.hoveredNodeId !== -1}
  aria-label="Graph"
@@ -122,6 +129,7 @@
  tabindex="0"
  bind:clientWidth={graphState.width}
  bind:clientHeight={graphState.height}
+  style:--padding-right="{safePadding?.right || 0}px"
  onkeydown={(ev) => keymap.handleKeyboardEvent(ev)}
  onmousedown={(ev) => mouseEvents.handleMouseDown(ev)}
  oncontextmenu={(ev) => mouseEvents.handleContextMenu(ev)}
@@ -137,6 +145,8 @@
  />
  <label for="drop-zone"></label>

+  <GroupBreadcrumps />
+
  <Canvas shadows={false} renderMode="on-demand" colorManagementEnabled={false}>
    <Camera
      bind:camera={graphState.camera}
@@ -170,14 +180,6 @@
    {/if}

    {#if graph.status === 'idle'}
-      {#if graph.isInsideGroup}
-        <HTML transform={false}>
-          <button class="exit-group" onclick={() => graphState.exitGroupNode()}>
-            ↑ Exit Group
-          </button>
-        </HTML>
-      {/if}
-
      {#if graphState.addMenuPosition}
        <AddMenu
          onnode={handleNodeCreation}
@@ -253,26 +255,6 @@
    height: 100%;
  }

-  :global(.exit-group) {
-    position: fixed;
-    top: 12px;
-    left: 50%;
-    transform: translateX(-50%);
-    z-index: 1000;
-    padding: 4px 12px;
-    background: var(--color-layer-2);
-    border: 1px solid var(--stroke);
-    border-radius: 4px;
-    color: inherit;
-    font-size: 0.85em;
-    cursor: pointer;
-    opacity: 0.85;
-  }
-
-  :global(.exit-group:hover) {
-    opacity: 1;
-  }
-
  .wrapper {
    position: absolute;
    z-index: 100;
@@ -29,6 +29,7 @@
    graph,
    registry,
    safePadding,
+    // eslint-disable-next-line no-useless-assignment
    settings = $bindable(),
    activeNode = $bindable(),
    backgroundType = $bindable('grid'),
@@ -83,8 +84,8 @@

  manager.on('save', (save) => onsave?.(save));

-  $effect(() => {
-    if (graph && (manager.status !== 'idle' || manager.graph.id !== graph.id)) {
+  onMount(() => {
+    if (graph) {
      manager.load(graph);
    }
  });
@@ -2,7 +2,7 @@ type Color = { hue: number; saturation: number; lightness: number };

 export class ColorGenerator {
  private colors: Map<string, Color> = new Map();
-  private lightnessLevels = [10, 60];
+  // private lightnessLevels = [10, 60];

  constructor(predefined: Record<string, Color>) {
    for (const [id, colorStr] of Object.entries(predefined)) {
@@ -10,6 +10,14 @@ export class ColorGenerator {
    }
  }

+  public getColors() {
+    return Object.fromEntries(
+      this.colors.entries().map(([key, col]) => {
+        return [key, this.colorToHsl(col)];
+      })
+    );
+  }
+
  public getColor(id: string): string {
    if (this.colors.has(id)) {
      return this.colorToHsl(this.colors.get(id)!);
@@ -1,6 +1,16 @@
-import type { NodeDefinition, NodeInstance } from '@nodarium/types';
+import type {
+  Edge,
+  NodeDefinition,
+  NodeInstance,
+  SerializedEdge,
+  SerializedNode
+} from '@nodarium/types';

 export function getParameterHeight(node: NodeDefinition, inputKey: string) {
+  if (node.id === '__internal/group/input') {
+    return 50;
+  }
+
  const input = node.inputs?.[inputKey];
  if (!input) {
    return 0;
@@ -23,6 +33,23 @@ export function getParameterHeight(node: NodeDefinition, inputKey: string) {
  return 50;
 }

+export function serializeNode(node: SerializedNode | NodeInstance): SerializedNode {
+  return {
+    id: node.id,
+    position: [...node.position],
+    type: node.type,
+    props: node.props
+  };
+}
+
+export function serializeEdge(edge: SerializedEdge | Edge): SerializedEdge {
+  if (typeof edge[0] === 'number' && typeof edge[2] === 'number') {
+    return [edge[0], edge[1], edge[2], edge[3]];
+  }
+  const e = edge as Edge;
+  return [e[0].id, e[1], e[2].id, e[3]];
+}
+
 const nodeHeightCache: Record<string, number> = {};
 export function getNodeHeight(node: NodeDefinition) {
  if (!node || !('inputs' in node)) {
@@ -41,3 +68,34 @@ export function getNodeHeight(node: NodeDefinition) {
  nodeHeightCache[node.id] = height;
  return height;
 }
+
+export function areSocketsCompatible(
+  output: string | undefined,
+  inputs: string | (string | undefined)[] | undefined
+) {
+  if (output === '*') return true;
+  if (Array.isArray(inputs) && output) {
+    return inputs.includes('*') || inputs.includes(output);
+  }
+  return inputs === output;
+}
+
+export function areEdgesEqual(firstEdge: Edge, secondEdge: Edge) {
+  if (firstEdge[0].id !== secondEdge[0].id) {
+    return false;
+  }
+
+  if (firstEdge[1] !== secondEdge[1]) {
+    return false;
+  }
+
+  if (firstEdge[2].id !== secondEdge[2].id) {
+    return false;
+  }
+
+  if (firstEdge[3] !== secondEdge[3]) {
+    return false;
+  }
+
+  return true;
+}
@@ -66,6 +66,14 @@ export function setupKeymaps(keymap: Keymap, graph: GraphManager, graphState: Gr
    callback: () => graphState.groupSelectedNodes()
  });

+  keymap.addShortcut({
+    key: 'g',
+    alt: true,
+    preventDefault: true,
+    description: 'Ungroup selected nodes',
+    callback: () => graphState.unGroupSelectedNodes()
+  });
+
  keymap.addShortcut({
    key: 'Tab',
    preventDefault: true,
@@ -19,7 +19,7 @@
  };
  let { node = $bindable(), inView }: Props = $props();

-  const nodeType = $derived(graph.getNodeType(node)!);
+  const nodeType = $derived(node ? graph.getNodeType(node) : undefined);

  const isActive = $derived(graphState.activeNodeId === node.id);
  const isSelected = $derived(graphState.selectedNodes.has(node.id));
@@ -33,10 +33,12 @@
  );

  const sectionHeights = $derived(
-    Object
+    nodeType
+      ? Object
        .keys(nodeType?.inputs || {})
        .map(key => getParameterHeight(nodeType, key) / 10)
        .filter(b => !!b)
+      : [5]
  );

  let meshRef: Mesh | undefined = $state();
@@ -23,7 +23,17 @@

  const cornerTop = 10;
  const nodeType = $derived(graph.getNodeType(node));
-  const rightBump = $derived(!!nodeType?.outputs?.length);
+  const rightBump = $derived(
+    !!nodeType?.outputs?.length && node.type !== '__internal/group/input'
+  );
+  const cornerBottom = $derived(
+    node.type === '__internal/group/input'
+      ? (Object.keys(nodeType?.inputs ?? {}).length ? 0 : 10)
+      : node.type === '__internal/group/output'
+      ? (nodeType?.outputs?.length ? 0 : 10)
+      : 0
+  );
+
  const aspectRatio = 0.25;

  const path = $derived(
@@ -32,6 +42,7 @@
      height: 34,
      y: 49,
      cornerTop,
+      cornerBottom,
      rightBump,
      aspectRatio
    })
@@ -42,6 +53,7 @@
      height: 40,
      y: 49,
      cornerTop,
+      cornerBottom,
      rightBump,
      aspectRatio
    })
@@ -71,8 +83,9 @@
    {#if appSettings.value.debug.advancedMode}
      <span class="bg-white text-black! mr-2 px-1 rounded-sm opacity-30">{node.id}</span>
    {/if}
-    {node.type.split('/').pop()}
+    {nodeType?.meta?.title || node.type?.split('/').pop()}
  </div>
+  {#if rightBump}
    <div
      class="target"
      role="button"
@@ -80,6 +93,7 @@
      onmousedown={handleMouseDown}
    >
    </div>
+  {/if}
  <svg
    xmlns="http://www.w3.org/2000/svg"
    viewBox="0 0 100 100"
@@ -29,14 +29,27 @@
  function handleMouseDown(ev: MouseEvent) {
    ev.preventDefault();
    ev.stopPropagation();
+
+    if (node.type === '__internal/group/input') {
+      const outputIndex = Object.entries(nodeType?.inputs ?? {}).findIndex(([key]) => key === id);
+      graphState.setDownSocket({
+        node,
+        index: outputIndex,
+        position: graphState.getSocketPosition(node, outputIndex)
+      });
+    } else {
      graphState.setDownSocket({
        node,
        index: id,
        position: graphState.getSocketPosition(node, id)
      });
    }
+  }

-  const leftBump = $derived(nodeType.inputs?.[id].internal !== true);
+  const leftBump = $derived(
+    nodeType.inputs?.[id].internal !== true && node.type !== '__internal/group/input'
+  );
+  const rightBump = $derived(node.type === '__internal/group/input');
  const cornerBottom = $derived(isLast ? 5 : 0);
  const aspectRatio = 0.5;

@@ -46,6 +59,7 @@
      height: 2000 / height,
      y: 50.5,
      cornerBottom,
+      rightBump,
      leftBump,
      aspectRatio
    })
@@ -55,6 +69,7 @@
      depth: 7,
      height: 2200 / height,
      y: 50.5,
+      rightBump,
      cornerBottom,
      leftBump,
      aspectRatio
@@ -76,6 +91,7 @@
 <div
  class="wrapper"
  data-node-type={node.type}
+  class:is-group-input={node.type === '__internal/group/input'}
  data-node-input={id}
  style:height="{height}px"
  style:--socket-color={hoverColor}
@@ -130,6 +146,11 @@
    transform: translateY(-50%) translateX(-50%);
  }

+  .is-group-input .target {
+    right: 0px;
+    transform: translateY(-50%) translateX(50%);
+  }
+
  .possible-socket .target::before {
    content: "";
    position: absolute;
@@ -1,8 +1,12 @@
 export const debugNode = {
-  id: '__internal/debug/instance',
+  id: '__internal/node/debug',
+  meta: {
+    title: 'Debug'
+  },
  inputs: {
    input: {
-      type: '*'
+      type: '*',
+      label: ''
    }
  },
  execute(_data: Int32Array): Int32Array {
@@ -2,7 +2,8 @@ export const groupNode = {
  id: '__internal/group/instance',
  meta: { title: 'Group' },
  inputs: {
-    input: {
+    groupId: {
+      label: '',
      type: 'select',
      values: []
    }
@@ -80,7 +80,6 @@ export function createGeometryPool(parentScene: Group, material: Material) {
    }

    const normals = new Float32Array(data.buffer, index * 4, vertexCount * 3);
-    index = index + vertexCount * 3;

    if (
      geometry.userData?.faceCount !== faceCount
@@ -1,13 +1,23 @@
+import type { Graph } from '@nodarium/types';
 import { describe, expect, it } from 'vitest';
 import { expandGroups } from './runtime-executor';
-import type { Graph } from '@nodarium/types';

 // Helpers to build minimal serialized nodes/edges
 function node(id: number, type: string, props?: Record<string, number>) {
-  return { id, type: type as Graph['nodes'][0]['type'], position: [0, 0] as [number, number], ...(props ? { props } : {}) };
+  return {
+    id,
+    type: type as Graph['nodes'][0]['type'],
+    position: [0, 0] as [number, number],
+    ...(props ? { props } : {})
+  };
 }

-function edge(from: number, fromSocket: number, to: number, toSocket: string): [number, number, number, string] {
+function edge(
+  from: number,
+  fromSocket: number,
+  to: number,
+  toSocket: string
+): [number, number, number, string] {
  return [from, fromSocket, to, toSocket];
 }

@@ -6,11 +6,42 @@ import type {
  RuntimeExecutor,
  SyncCache
 } from '@nodarium/types';
+import {
+  concatEncodedArrays,
+  createLogger,
+  encodeFloat,
+  fastHashArrayBuffer,
+  type PerformanceStore
+} from '@nodarium/utils';
+import type { RuntimeNode } from './types';
+
+const log = createLogger('runtime-executor');
+log.mute();

 export function expandGroups(graph: Graph): Graph {
  if (!graph.groups || graph.groups.length === 0) return graph;

-  let nodes = [...graph.nodes];
+  function groupContainsSelf(groupId: number, visited = new Set<number>()): boolean {
+    if (visited.has(groupId)) return true;
+    visited.add(groupId);
+    const group = graph.groups!.find(g => g.id === groupId);
+    if (!group) return false;
+    for (const n of group.nodes) {
+      if (n.type === '__internal/group/instance') {
+        const nestedId = n.props?.groupId as number | undefined;
+        if (nestedId !== undefined && groupContainsSelf(nestedId, visited)) return true;
+      }
+    }
+    return false;
+  }
+
+  for (const group of graph.groups) {
+    if (groupContainsSelf(group.id)) {
+      throw new Error(`Circular group reference: group ${group.id} contains itself`);
+    }
+  }
+
+  const nodes = [...graph.nodes];
  let edges = [...graph.edges];

  let changed = true;
@@ -46,10 +77,16 @@ export function expandGroups(graph: Graph): Graph {
      const newEdges: Graph['edges'] = [];

      // external_source → [inputBoundary →] internal_target
+      //
+      // External socket names are "input_N" where N equals the input boundary's
+      // output index. Match each external edge only to the internal edges that
+      // originate from that specific output slot — not a cartesian product of all.
      if (inputBoundary) {
        const fromInput = group.edges.filter(e => e[0] === inputBoundary.id);
        for (const extEdge of incomingExternal) {
-          for (const intEdge of fromInput) {
+          const inputIndex = parseInt((extEdge[3] as string).replace('input_', ''), 10);
+          const matchingIntEdges = fromInput.filter(e => e[1] === inputIndex);
+          for (const intEdge of matchingIntEdges) {
            const toId = idMap.get(intEdge[2]);
            if (toId !== undefined) newEdges.push([extEdge[0], extEdge[1], toId, intEdge[3]]);
          }
@@ -87,17 +124,6 @@ export function expandGroups(graph: Graph): Graph {

  return { ...graph, nodes, edges };
 }
-import {
-  concatEncodedArrays,
-  createLogger,
-  encodeFloat,
-  fastHashArrayBuffer,
-  type PerformanceStore
-} from '@nodarium/utils';
-import type { RuntimeNode } from './types';
-
-const log = createLogger('runtime-executor');
-log.mute();

 function getValue(input: NodeInput, value?: unknown) {
  if (value === undefined && 'value' in input) {
@@ -160,7 +186,7 @@ export class MemoryRuntimeExecutor implements RuntimeExecutor {
    const nonVirtualTypes = graph.nodes
      .map(node => node.type)
      .filter(t => !t.startsWith('__internal/'));
-    await this.registry.load(nonVirtualTypes as any);
+    await this.registry.load(nonVirtualTypes);

    const typeMap = new Map<string, NodeDefinition>();
    for (const node of graph.nodes) {
@@ -204,6 +204,13 @@

  .input-boolean > label {
    order: 2;
+    font-size: 1em;
+    opacity: 0.9;
+  }
+
+  label {
+    font-size: 0.8em;
+    opacity: 0.7;
  }

  .first-level.input {
@@ -2,6 +2,7 @@
  import { type Snippet } from 'svelte';
  import { panelState as state } from './PanelState.svelte';

+  // eslint-disable-next-line no-useless-assignment
  let { children, open = $bindable(false) } = $props<{ children?: Snippet; open?: boolean }>();

  $effect(() => {
@@ -1,101 +0,0 @@
-<script lang="ts">
-  import type { GraphManager } from '$lib/graph-interface/graph-manager.svelte';
-  import NestedSettings from '$lib/settings/NestedSettings.svelte';
-  import type { NodeId, NodeInput, NodeInstance } from '@nodarium/types';
-
-  type InternalNodeInput = NodeInput & {
-    __node_type?: NodeId;
-    __node_input: string;
-  };
-
-  type Props = {
-    manager: GraphManager;
-    node: NodeInstance;
-  };
-
-  const { manager, node = $bindable() }: Props = $props();
-
-  function filterInputs(inputs?: Record<string, NodeInput>) {
-    const _inputs = $state.snapshot(
-      inputs as Record<string, InternalNodeInput>
-    );
-    return Object.fromEntries(
-      Object.entries(structuredClone(_inputs ?? {}))
-        .filter(([, value]) => {
-          return value.hidden === true;
-        })
-        .map(([key, value]) => {
-          value.__node_type = node.state.type?.id;
-          value.__node_input = key;
-          return [key, value];
-        })
-    );
-  }
-  const nodeDefinition = filterInputs(node.state.type?.inputs);
-
-  type Store = Record<string, number | number[]>;
-  let store = $state<Store>(createStore(node?.props, nodeDefinition));
-  function createStore(
-    props: NodeInstance['props'],
-    inputs: Record<string, NodeInput>
-  ): Store {
-    const store: Store = {};
-    Object.keys(inputs).forEach((key) => {
-      if (props) {
-        const value = props[key] !== undefined ? props[key] : inputs[key].value;
-        if (Array.isArray(value) || typeof value === 'number') {
-          store[key] = value;
-        } else if (typeof value === 'boolean') {
-          store[key] = value ? 1 : 0;
-        } else {
-          console.error('Wrong error', { value });
-        }
-      }
-    });
-    return store;
-  }
-
-  let lastPropsHash = '';
-  function updateNode() {
-    if (!node || !store) return;
-    let needsUpdate = false;
-    Object.keys(store).forEach((_key: string) => {
-      node.props = node.props || {};
-      const key = _key as keyof typeof store;
-      if (node && store) {
-        needsUpdate = true;
-        const value = store[key];
-        if (value !== undefined) {
-          node.props[key] = value;
-        }
-      }
-    });
-
-    let propsHash = JSON.stringify(node.props);
-    if (propsHash === lastPropsHash) {
-      return;
-    }
-    lastPropsHash = propsHash;
-
-    if (needsUpdate) {
-      manager.save();
-      manager.execute();
-    }
-  }
-
-  $effect(() => {
-    if (store) {
-      updateNode();
-    }
-  });
-</script>
-
-{#if Object.keys(nodeDefinition).length}
-  <NestedSettings
-    id="activeNodeSettings"
-    bind:value={store}
-    type={nodeDefinition}
-  />
-{:else}
-  <p class="mx-4 mt-4">Node has no settings</p>
-{/if}
@@ -1,32 +1,103 @@
 <script lang="ts">
  import type { GraphManager } from '$lib/graph-interface/graph-manager.svelte';
-  import type { NodeInstance } from '@nodarium/types';
-  import ActiveNodeSelected from './ActiveNodeSelected.svelte';
+  import NestedSettings from '$lib/settings/NestedSettings.svelte';
+  import type { NodeId, NodeInput, NodeInstance } from '@nodarium/types';
+
+  type InternalNodeInput = NodeInput & {
+    __node_type?: NodeId;
+    __node_input: string;
+  };

  type Props = {
    manager: GraphManager;
    node: NodeInstance | undefined;
  };

-  let { manager, node = $bindable() }: Props = $props();
+  const { manager, node = $bindable() }: Props = $props();
+
+  function filterInputs(inputs?: Record<string, NodeInput>) {
+    if (!node) return {};
+    return Object.fromEntries(
+      Object.entries(inputs ?? {})
+        .filter(([, value]) => {
+          return value.hidden === true;
+        })
+        .map(([key, value]) => {
+          const v = value as InternalNodeInput;
+          v.__node_type = node.state.type?.id;
+          v.__node_input = key;
+          return [key, v];
+        })
+    );
+  }
+  const nodeDefinition = node ? filterInputs(node.state.type?.inputs) : {};
+
+  type Store = Record<string, number | number[]>;
+  let store = $state<Store>(createStore(node?.props, nodeDefinition));
+  function createStore(
+    props: NodeInstance['props'],
+    inputs: Record<string, NodeInput>
+  ): Store {
+    const store: Store = {};
+    Object.keys(inputs).forEach((key) => {
+      if (props) {
+        const value = props[key] !== undefined ? props[key] : inputs[key].value;
+        if (Array.isArray(value) || typeof value === 'number') {
+          store[key] = value;
+        } else if (typeof value === 'boolean') {
+          store[key] = value ? 1 : 0;
+        } else {
+          console.error('Wrong error', { value });
+        }
+      }
+    });
+    return store;
+  }
+
+  let lastPropsHash = '';
+  function updateNode() {
+    if (!node || !store) return;
+    let needsUpdate = false;
+    Object.keys(store).forEach((_key: string) => {
+      node.props = node.props || {};
+      const key = _key as keyof typeof store;
+      if (node && store) {
+        needsUpdate = true;
+        const value = store[key];
+        if (value !== undefined) {
+          node.props[key] = value;
+        }
+      }
+    });
+
+    let propsHash = JSON.stringify(node.props);
+    if (propsHash === lastPropsHash) {
+      return;
+    }
+    lastPropsHash = propsHash;
+
+    if (needsUpdate) {
+      manager.save();
+      manager.execute();
+    }
+  }
+
+  const isGroupInstance = $derived(node?.type === '__internal/group/instance');
+
+  $effect(() => {
+    if (store) {
+      updateNode();
+    }
+  });
 </script>

+{#if !isGroupInstance && Object.keys(nodeDefinition).length}
  <div class='{node?"border-l-2 pl-3.5!":""} bg-layer-2 flex items-center h-[70px] border-b-1 border-l-selected border-b-outline pl-4'>
    <h3>Node Settings</h3>
  </div>
-
-{#if node}
-  {#key node.id}
-    {#if node}
-      <ActiveNodeSelected {manager} bind:node />
-    {/if}
-  {/key}
-{:else}
-  <p class="mx-4 mt-4">No node selected</p>
-{/if}
-
-{#if manager?.graph.groups.length}
-  <button onclick={() => manager.removeUnusedGroups()}>
-    remove unused groups
-  </button>
+  <NestedSettings
+    id="activeNodeSettings"
+    bind:value={store}
+    type={nodeDefinition}
+  />
 {/if}
@@ -0,0 +1,156 @@
+<script lang="ts">
+  import type { GraphManager } from '$lib/graph-interface/graph-manager.svelte';
+  import { GraphState } from '$lib/graph-interface/graph-state.svelte';
+  import type { NodeInstance } from '@nodarium/types';
+  import { SocketTable } from '@nodarium/ui';
+  import UnusedGroupsPanel from './UnusedGroupsPanel.svelte';
+
+  type Props = {
+    manager: GraphManager;
+    graphState: GraphState;
+    node?: NodeInstance;
+  };
+
+  const { manager, graphState, node = $bindable() }: Props = $props();
+
+  const activeGroup = $derived.by(() => {
+    if (node?.type === '__internal/group/instance') {
+      let group = manager.getGroup(node.props?.groupId as number);
+      if (group) return group;
+    }
+
+    if (manager?.isInsideGroup && manager.currentGroupId !== null) {
+      return manager.getGroup(manager.currentGroupId);
+    }
+  });
+
+  const groupName = $derived(activeGroup?.name ?? '');
+  function handleRename(e: Event) {
+    const name = (e.target as HTMLInputElement).value;
+    if (activeGroup) manager.renameGroup(activeGroup.id, name);
+  }
+
+  function handleRemoveInput(key: string) {
+    if (!activeGroup) return;
+    const group = manager.getGroup(activeGroup?.id);
+    const inputs = $state.snapshot(group?.inputs ?? {});
+    delete inputs[key];
+    activeGroup.inputs = inputs;
+    manager.nodes = manager.nodes;
+    manager.save();
+  }
+
+  const types = $derived(
+    Array.from(
+      new Set(
+        manager?.registry
+          ? manager.registry.getAllNodes()
+            .flatMap(n =>
+              Object.values(n.inputs ?? {})
+                .map(v => v.type)
+            )
+          : []
+      )
+    )
+  );
+
+  let outputType = $derived(activeGroup?.outputs?.[0]?.type ?? 'unknown');
+
+  $effect(() => {
+    if (!activeGroup) return;
+    const group = manager.getGroup(activeGroup?.id);
+    const outputs = $state.snapshot(group?.outputs ?? []);
+    if (outputs?.[0]?.type === outputType) return;
+    activeGroup.outputs = [
+      {
+        label: outputs[0]?.label ?? 'Output',
+        type: outputType
+      }
+    ];
+    manager.nodes = manager.nodes;
+    manager.save();
+  });
+</script>
+
+{#if activeGroup}
+  <div class='{node?"border-l-2 pl-3.5!":""} bg-layer-2 flex items-center h-[70px] border-b-1 border-l-selected border-b-outline pl-4'>
+    <h3>Group Settings</h3>
+  </div>
+{/if}
+
+{#if activeGroup}
+  {#key activeGroup.id}
+    <div class="p-4 group-settings">
+      <label for="group-name">Group name</label>
+      <input
+        id="group-name"
+        type="text"
+        placeholder="Group {activeGroup.id}"
+        value={groupName}
+        oninput={handleRename}
+      />
+
+      <label for="group-name">Group Inputs</label>
+      <div>
+        <SocketTable
+          {types}
+          onremove={handleRemoveInput}
+          bind:inputs={activeGroup.inputs}
+          colors={graphState?.colors?.getColors()}
+        />
+      </div>
+
+      <label for="group-name mb-2">Group output</label>
+      <div class="flex bg-layer-2 rounded-sm outline outline-outline w-min">
+        <span
+          style:background={graphState?.colors?.getColor(outputType)}
+          class="block opacity-50 min-w-2 ml-2 w-2 h-2 my-auto rounded-sm"
+        ></span>
+        <select
+          class="text-[0.9em] shrink-0 px-2 py-1 border-outline"
+          bind:value={outputType}
+        >
+          {#each types as type (type)}
+            <option>
+              <span
+                style="background: {graphState?.colors?.getColor(type)}; width: 5px; height: 5px; border-radius: 5px;"
+              ></span>
+              {type}
+            </option>
+          {/each}
+        </select>
+      </div>
+    </div>
+  {/key}
+{/if}
+
+{#if manager && !manager.isInsideGroup}
+  <UnusedGroupsPanel {manager} />
+{/if}
+
+<style>
+  .group-settings {
+    display: flex;
+    flex-direction: column;
+    gap: 0.4em;
+  }
+
+  label {
+    font-size: 0.8em;
+    opacity: 0.7;
+  }
+
+  .group-settings input {
+    background: var(--color-layer-1);
+    border: 1px solid var(--color-outline);
+    border-radius: 4px;
+    color: var(--color-text);
+    font-family: var(--font-family);
+    font-size: 0.9em;
+    padding: 0.4em 0.6em;
+  }
+
+  .group-settings input:focus {
+    outline: 1px solid var(--color-active);
+  }
+</style>
@@ -0,0 +1,135 @@
+<script lang="ts">
+  import type { GraphManager } from '$lib/graph-interface/graph-manager.svelte';
+  import type { GroupDefinition } from '@nodarium/types';
+  import { SvelteMap, SvelteSet } from 'svelte/reactivity';
+
+  type Props = { manager: GraphManager };
+  const { manager }: Props = $props();
+
+  type GroupNode = { group: GroupDefinition; children: GroupNode[] };
+
+  const unusedTree = $derived.by((): GroupNode[] => {
+    const unused = manager.getUnusedGroups();
+    if (!unused.length) return [];
+
+    const unusedIds = new Set(unused.map(g => g.id));
+
+    // Build child map: which unused groups reference which other unused groups
+    const childrenOf = new SvelteMap<number, number[]>();
+    const referencedBy = new SvelteSet<number>();
+
+    for (const group of unused) {
+      const refs: number[] = [];
+      for (const node of group.nodes) {
+        if (node.type === '__internal/group/instance' && node.props?.groupId !== undefined) {
+          const childId = node.props.groupId as number;
+          if (unusedIds.has(childId)) {
+            refs.push(childId);
+            referencedBy.add(childId);
+          }
+        }
+      }
+      childrenOf.set(group.id, refs);
+    }
+
+    const byId = new Map(unused.map(g => [g.id, g]));
+
+    function buildNode(g: GroupDefinition): GroupNode {
+      return {
+        group: g,
+        children: (childrenOf.get(g.id) ?? []).map(id => buildNode(byId.get(id)!))
+      };
+    }
+
+    return unused
+      .filter(g => !referencedBy.has(g.id))
+      .map(buildNode);
+  });
+</script>
+
+{#if unusedTree.length}
+  <div class="panel p-4">
+    <div class="header">
+      <span>Unused groups</span>
+      <button class="remove-all" onclick={() => manager.removeUnusedGroups()}>
+        Remove all
+      </button>
+    </div>
+
+    <ul class="tree">
+      {#snippet treeNode(node: GroupNode)}
+        <li>
+          <span class="group-name">{node.group.name || `Group #${node.group.id}`}</span>
+          {#if node.children.length}
+            <ul>
+              {#each node.children as child (child.group.id)}
+                {@render treeNode(child)}
+              {/each}
+            </ul>
+          {/if}
+        </li>
+      {/snippet}
+      {#each unusedTree as node (node.group.id)}
+        {@render treeNode(node)}
+      {/each}
+    </ul>
+  </div>
+{/if}
+
+<style>
+  .panel {
+    border-top: 1px solid var(--color-outline);
+    margin-top: -1px;
+    border-bottom: 1px solid var(--color-outline);
+  }
+
+  .header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    margin-bottom: 0.5em;
+    font-size: 0.8em;
+    opacity: 0.7;
+  }
+
+  .remove-all {
+    background: none;
+    border: 1px solid var(--color-outline);
+    border-radius: 4px;
+    color: var(--color-text);
+    cursor: pointer;
+    font-family: var(--font-family);
+    font-size: 0.85em;
+    padding: 0.2em 0.5em;
+  }
+
+  .remove-all:hover {
+    border-color: var(--color-active);
+  }
+
+  .tree {
+    list-style: none;
+    margin: 0;
+    padding: 0;
+  }
+
+  .tree ul {
+    list-style: none;
+    margin: 0;
+    padding-left: 1.2em;
+    border-left: 1px solid var(--color-outline);
+  }
+
+  .tree li {
+    padding: 0.15em 0;
+  }
+
+  .group-name {
+    font-size: 0.85em;
+  }
+
+  .tree ul .group-name::before {
+    content: '└ ';
+    opacity: 0.4;
+  }
+</style>
@@ -5,6 +5,7 @@
  import { debounceAsyncFunction } from '$lib/helpers';
  import { createKeyMap } from '$lib/helpers/createKeyMap';
  import { debugNode } from '$lib/node-registry/debugNode';
+  import { groupNode } from '$lib/node-registry/groupNode.js';
  import { IndexDBCache, RemoteNodeRegistry } from '$lib/node-registry/index';
  import NodeStore from '$lib/node-store/NodeStore.svelte';
  import PerformanceViewer from '$lib/performance/PerformanceViewer.svelte';
@@ -21,6 +22,7 @@
  import Changelog from '$lib/sidebar/panels/Changelog.svelte';
  import ExportSettings from '$lib/sidebar/panels/ExportSettings.svelte';
  import GraphSource from '$lib/sidebar/panels/GraphSource.svelte';
+  import GroupSettings from '$lib/sidebar/panels/GroupSettings.svelte';
  import Keymap from '$lib/sidebar/panels/Keymap.svelte';
  import { panelState } from '$lib/sidebar/PanelState.svelte';
  import Sidebar from '$lib/sidebar/Sidebar.svelte';
@@ -37,7 +39,7 @@

  const registryCache = new IndexDBCache('node-registry');

-  const nodeRegistry = new RemoteNodeRegistry('', registryCache, [debugNode]);
+  const nodeRegistry = new RemoteNodeRegistry('', registryCache, [debugNode, groupNode]);
  const workerRuntime = new WorkerRuntimeExecutor();
  const runtimeCache = new MemoryRuntimeCache();
  const memoryRuntime = new MemoryRuntimeExecutor(nodeRegistry, runtimeCache);
@@ -94,7 +96,7 @@
    randomSeed: { type: 'boolean', value: false }
  });
  $effect(() => {
-    if (graphSettings && graphSettingTypes) {
+    if (graphSettings && graphSettingTypes && manager?.loaded) {
      manager?.setSettings($state.snapshot(graphSettings));
    }
  });
@@ -170,6 +172,7 @@
  config={tutorialConfig}
  actions={{
    'setup-default': () => {
+      console.log('setup-default');
      const ts = new Date().toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit' });
      pm.handleCreateProject(
        structuredClone(templates.defaultPlant) as unknown as Graph,
@@ -177,15 +180,16 @@
      );
    },
    'load-tutorial-template': () => {
+      console.log('load-tutorial-template');
      if (!pm.graph) return;
      const g = structuredClone(templates.tutorial) as unknown as Graph;
      g.id = pm.graph.id;
      g.meta = { ...pm.graph.meta };
-      pm.graph = g;
-      pm.saveGraph(g);
+      manager.load(g);
      graphInterface.state.centerNode(graphInterface.manager.getAllNodes()[0]);
    },
    'open-github-nodes': () => {
+      console.log('open-github-nodes');
      window.open(
        'https://github.com/jim-fx/nodarium/tree/main/nodes/max/plantarium',
        '__blank'
@@ -254,11 +258,12 @@
    </Grid.Cell>
    <Grid.Cell>
      {#if pm.graph}
+        {#key pm.graph.id}
          <GraphInterface
            graph={pm.graph}
            bind:this={graphInterface}
            registry={nodeRegistry}
-          safePadding={{ right: sidebarOpen ? 330 : undefined }}
+            safePadding={{ right: sidebarOpen ? 321 : undefined }}
            backgroundType={appSettings.value.nodeInterface.backgroundType}
            snapToGrid={appSettings.value.nodeInterface.snapToGrid}
            bind:activeNode
@@ -268,6 +273,7 @@
            onsave={(g) => pm.saveGraph(g)}
            onresult={(result) => handleUpdate(result as Graph)}
          />
+        {/key}
      {/if}
      <Sidebar bind:open={sidebarOpen}>
        <Panel id="general" title="General" icon="i-[tabler--settings]">
@@ -321,7 +327,9 @@
          hidden={!appSettings.value.debug.advancedMode}
          icon="i-[tabler--code]"
        >
-          <GraphSource graph={manager?.serialize()} />
+          {#if manager?.status === 'idle'}
+            <GraphSource graph={manager.serialize()} />
+          {/if}
        </Panel>
        <Panel
          id="benchmark"
@@ -336,12 +344,16 @@
          title="Graph Settings"
          icon="i-[custom--graph] bg-blue-400"
        >
+          <span class="block h-[1px]"></span>
          <NestedSettings
            id="graph-settings"
            type={graphSettingTypes}
            bind:value={graphSettings}
          />
+          {#key activeNode}
            <ActiveNodeSettings {manager} bind:node={activeNode} />
+            <GroupSettings graphState={graphInterface?.state} {manager} bind:node={activeNode} />
+          {/key}
        </Panel>
        <Panel
          id="changelog"
@@ -47,6 +47,7 @@ User Interaction
 ```

 **Event flow:**
+
 1. User edits graph → GraphManager mutates state
 2. GraphManager emits `save` → ProjectManager persists to IndexDB
 3. GraphManager emits `result` → Runtime executes graph → Viewer updates
@@ -56,7 +57,7 @@ User Interaction
 ## Critical Files

 | File                                                   | Role                                                                  |
-|------|------|
+| ------------------------------------------------------ | --------------------------------------------------------------------- |
 | `app/src/routes/+page.svelte`                          | Wires all systems; creates GraphManager, runtime, registry            |
 | `app/src/lib/graph-interface/graph-manager.svelte.ts`  | Central graph logic: createNode, createEdge, serialize, load, history |
 | `app/src/lib/graph-interface/graph-state.svelte.ts`    | UI state: camera, selection, mouse, clipboard, groupSelectedNodes     |
@@ -83,54 +84,56 @@ User Interaction
 ```typescript
 // packages/types/src/types.ts

-type NodeId = `${string}/${string}/${string}` // e.g. "max/plantarium/stem"
+type NodeId = `${string}/${string}/${string}`; // e.g. "max/plantarium/stem"

 type NodeInstance = {
-  id: number
-  type: NodeId
-  position: [number, number]
-  props?: Record<string, number | number[]>  // current parameter values
-  meta?: { title?: string; lastModified?: string }
-  state: NodeRuntimeState   // runtime-only, NOT serialized
-}
+  id: number;
+  type: NodeId;
+  position: [number, number];
+  props?: Record<string, number | number[]>; // current parameter values
+  meta?: { title?: string; lastModified?: string };
+  state: NodeRuntimeState; // runtime-only, NOT serialized
+};

 type NodeRuntimeState = {
-  type?: NodeDefinition     // resolved definition
-  parents?: NodeInstance[]
-  children?: NodeInstance[]
-  x?: number; y?: number    // interpolated position
-  mesh?: Mesh               // Three.js mesh reference
-  ref?: HTMLElement
-}
+  type?: NodeDefinition; // resolved definition
+  parents?: NodeInstance[];
+  children?: NodeInstance[];
+  x?: number;
+  y?: number; // interpolated position
+  mesh?: Mesh; // Three.js mesh reference
+  ref?: HTMLElement;
+};

 type NodeDefinition = {
-  id: NodeId
-  inputs?: Record<string, NodeInput>
-  outputs?: string[]                      // output type names
-  meta?: { title?: string; description?: string }
-  execute(input: Int32Array): Int32Array  // WASM function
-}
+  id: NodeId;
+  inputs?: Record<string, NodeInput>;
+  outputs?: string[]; // output type names
+  meta?: { title?: string; description?: string };
+  execute(input: Int32Array): Int32Array; // WASM function
+};

 // Edge: [fromNode, outputIndex, toNode, inputSocketName]
-type Edge = [NodeInstance, number, NodeInstance, string]
+type Edge = [NodeInstance, number, NodeInstance, string];

 type Graph = {
-  nodes: NodeInstance[]
-  edges: [number, number, number, string][]  // serialized (IDs, not refs)
-  settings: Record<string, unknown>
-  groups: GroupDefinition[]
-}
+  nodes: NodeInstance[];
+  edges: [number, number, number, string][]; // serialized (IDs, not refs)
+  settings: Record<string, unknown>;
+  groups: GroupDefinition[];
+};

 type GroupDefinition = {
-  id: number
-  nodes: NodeInstance[]
-  edges: Edge[]
-  inputs?: Record<string, NodeInput>
-  outputs?: string[]
-}
+  id: number;
+  nodes: NodeInstance[];
+  edges: Edge[];
+  inputs?: Record<string, NodeInput>;
+  outputs?: string[];
+};
 ```

 ### NodeInput socket types
+
 `float` | `integer` | `boolean` | `select` | `seed` | `vec3` | `geometry` | `path` | `shape` | `color` | `*` (wildcard)

 Each input can have: `value` (default), `label`, `hidden`, `external`, `setting` (link to graph setting), `accepts` (extra compatible types).
@@ -140,34 +143,43 @@ Each input can have: `value` (default), `label`, `hidden`, `external`, `setting`
 ## Patterns & Conventions

 ### Svelte 5 reactivity
+
 The codebase uses Svelte 5 runes throughout — `$state`, `$derived`, `$effect`. Collections use `SvelteMap<K,V>` and `SvelteSet<T>` (from `svelte/reactivity`) instead of plain Map/Set so that mutations trigger reactive updates.

 ### Context API
+
 `GraphManager` and `GraphState` are provided via Svelte context (`setContext` / `getContext`) inside `GraphInterface`. All child components (Node, Edge, etc.) consume them via context rather than props.

 ### Edge representation
+
 In memory, edges are `[NodeInstance, outputIndex, NodeInstance, inputSocketName]` — direct object references for fast traversal. On serialization (`Graph.edges`), they become `[nodeId, outputIndex, nodeId, inputSocketName]` (plain IDs).

 ### Socket compatibility
+
 ```typescript
 areSocketsCompatible(outputType: string, inputType: string | string[]): boolean
 // '*' wildcard matches any type; 'geometry' accepts ['geometry', 'instances']
 ```

 ### WASM execution interface
+
 Every node exposes a single function: `execute(input: Int32Array): Int32Array`.
 Data encoding (Plantarium):
+
 - `[0, stemDepth, ...x,y,z,thickness]` — path
 - `[1, vertexCount, faceCount, ...faces, ...vertices, ...normals]` — geometry
 - `[2, vertexCount, faceCount, instanceCount, stemDepth, ...]` — instances

 ### Event emitter
+
 `GraphManager extends EventEmitter<{ save, result, settings }>`. Subscribe with `manager.on('result', cb)`. Used to decouple the editor UI from runtime execution and persistence.

 ### History
+
 Every mutation goes through `HistoryManager`. Call `this.history.save(this.serialize())` before mutations; undo/redo replays jsondiffpatch deltas.

 ### Internal node IDs
+
 Built-in nodes use the `__internal/` namespace: `__internal/group/instance`, `__internal/node/debug`. Virtual boundary nodes use `__virtual/`: `__virtual/group/input`, `__virtual/group/output`.

 ---
@@ -179,7 +191,7 @@ Group selected nodes with **Ctrl+G**. A `GroupDefinition` is stored in `Graph.gr
 **Known gaps as of 2026-05-03:**

 | Issue                                                                                     | Location                                                           |
-|-------|----------|
+| ----------------------------------------------------------------------------------------- | ------------------------------------------------------------------ |
 | `createGroupNode()` called but not defined                                                | `graph-state.svelte.ts:334` → missing in `graph-manager.svelte.ts` |
 | Runtime expects `group.graph.nodes/edges`; schema has flat `nodes/edges`                  | `runtime-executor.ts` vs `types.ts`                                |
 | Runtime expects `group.inputs` as array; schema defines it as `Record<string, NodeInput>` | Same mismatch                                                      |
@@ -20,6 +20,6 @@
  "packageManager": "pnpm@10.28.1+sha512.7d7dbbca9e99447b7c3bf7a73286afaaf6be99251eb9498baefa7d406892f67b879adb3a1d7e687fc4ccc1a388c7175fbaae567a26ab44d1067b54fcb0d6a316",
  "devDependencies": {
    "chokidar-cli": "catalog:",
-    "dprint": "^0.51.1"
+    "dprint": "^0.54.0"
  }
 }
@@ -1,6 +1,6 @@
 {
  "name": "@nodarium/planty",
-  "version": "0.0.1",
+  "version": "0.0.6",
  "scripts": {
    "dev": "vite dev",
    "build": "vite build",
@@ -10,8 +10,8 @@
    "check": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json",
    "check:watch": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json --watch",
    "lint": "eslint .",
-    "format": "dprint fmt -c '../.dprint.jsonc' .",
-    "format:check": "dprint check -c '../.dprint.jsonc' ."
+    "format": "dprint fmt -c '../../.dprint.jsonc' .",
+    "format:check": "dprint check -c '../../.dprint.jsonc' ."
  },
  "files": [
    "dist",
@@ -34,29 +34,29 @@
    "svelte": "^5.0.0"
  },
  "devDependencies": {
-    "@nodarium/ui": "workspace:*",
-    "@eslint/compat": "^2.0.4",
+    "@eslint/compat": "^2.0.5",
    "@eslint/js": "^10.0.1",
+    "@nodarium/ui": "workspace:*",
    "@sveltejs/adapter-auto": "^7.0.1",
-    "@sveltejs/kit": "^2.57.0",
+    "@sveltejs/kit": "^2.59.0",
    "@sveltejs/package": "^2.5.7",
    "@sveltejs/vite-plugin-svelte": "^7.0.0",
-    "@tailwindcss/vite": "^4.2.2",
-    "@types/node": "^24",
-    "eslint": "^10.2.0",
+    "@tailwindcss/vite": "^4.2.4",
+    "@types/node": "^25.6.0",
+    "eslint": "^10.3.0",
    "eslint-config-prettier": "^10.1.8",
-    "eslint-plugin-svelte": "^3.17.0",
-    "globals": "^17.4.0",
-    "prettier": "^3.8.1",
+    "eslint-plugin-svelte": "^3.17.1",
+    "globals": "^17.6.0",
+    "prettier": "^3.8.3",
    "prettier-plugin-svelte": "^3.5.1",
-    "prettier-plugin-tailwindcss": "^0.7.2",
+    "prettier-plugin-tailwindcss": "^0.8.0",
    "publint": "^0.3.18",
-    "svelte": "^5.55.2",
-    "svelte-check": "^4.4.6",
-    "tailwindcss": "^4.2.2",
-    "typescript": "^6.0.2",
-    "typescript-eslint": "^8.58.1",
-    "vite": "^8.0.7"
+    "svelte": "^5.55.5",
+    "svelte-check": "^4.4.7",
+    "tailwindcss": "^4.2.4",
+    "typescript": "^6.0.3",
+    "typescript-eslint": "^8.59.1",
+    "vite": "^8.0.10"
  },
  "keywords": [
    "svelte"
@@ -9,7 +9,6 @@
    "skipLibCheck": true,
    "sourceMap": true,
    "strict": true,
-    "module": "NodeNext",
    "moduleResolution": "bundler"
  }
 }
@@ -1,6 +1,6 @@
 {
  "name": "@nodarium/types",
-  "version": "0.0.5",
+  "version": "0.0.6",
  "description": "",
  "type": "module",
  "main": "src/index.ts",
@@ -18,9 +18,9 @@
  "author": "",
  "license": "ISC",
  "dependencies": {
-    "zod": "^4.3.6"
+    "zod": "^4.4.3"
  },
  "devDependencies": {
-    "dprint": "^0.51.1"
+    "dprint": "^0.54.0"
  }
 }
@@ -8,6 +8,7 @@ export type {
  NodeDefinition,
  NodeId,
  NodeInstance,
+  SerializedEdge,
  SerializedNode,
  Socket
 } from './types';
@@ -61,8 +61,10 @@ export const NodeInputBooleanSchema = z.object({
 export const NodeInputSelectSchema = z.object({
  ...DefaultOptionsSchema.shape,
  type: z.literal('select'),
-  options: z.array(z.string()).optional(),
-  value: z.string().optional()
+  options: z.array(
+    z.union([z.string(), z.object({ value: z.number(), label: z.string() })])
+  ).optional(),
+  value: z.union([z.string(), z.number()]).optional()
 });

 export const NodeInputSeedSchema = z.object({
@@ -76,8 +76,13 @@ export type Socket = {

 export type Edge = [NodeInstance, number, NodeInstance, string];

+const SerializedEdgeSchema = z.tuple([z.number(), z.number(), z.number(), z.string()]);
+
+export type SerializedEdge = z.infer<typeof SerializedEdgeSchema>;
+
 export const GroupSchema = z.object({
  id: z.number(),
+  name: z.string().optional(),
  nodes: z.array(NodeSchema),
  edges: z.array(z.tuple([z.number(), z.number(), z.number(), z.string()])),
  inputs: z.record(z.string(), NodeInputSchema).optional(),
@@ -99,7 +104,7 @@ export const GraphSchema = z.object({
    .optional(),
  settings: z.record(z.string(), z.any()).optional(),
  nodes: z.array(NodeSchema),
-  edges: z.array(z.tuple([z.number(), z.number(), z.number(), z.string()])),
+  edges: z.array(SerializedEdgeSchema),
  groups: z.array(GroupSchema)
 });

@@ -1,6 +1,6 @@
 {
  "name": "@nodarium/ui",
-  "version": "0.0.5",
+  "version": "0.0.6",
  "scripts": {
    "dev": "vite",
    "build": "vite build",
@@ -30,46 +30,47 @@
    "svelte": "^4.0.0"
  },
  "devDependencies": {
-    "@eslint/compat": "^2.0.2",
-    "@eslint/eslintrc": "^3.3.3",
-    "@eslint/js": "^9.39.2",
+    "@eslint/compat": "^2.0.5",
+    "@eslint/eslintrc": "^3.3.5",
+    "@eslint/js": "^10.0.1",
    "@nodarium/types": "workspace:^",
-    "@playwright/test": "^1.58.1",
+    "@playwright/test": "^1.59.1",
    "@sveltejs/adapter-static": "^3.0.10",
-    "@sveltejs/kit": "^2.50.2",
+    "@sveltejs/kit": "^2.59.0",
    "@sveltejs/package": "^2.5.7",
-    "@sveltejs/vite-plugin-svelte": "^6.2.4",
+    "@sveltejs/vite-plugin-svelte": "^7.0.0",
    "@testing-library/svelte": "^5.3.1",
    "@types/eslint": "^9.6.1",
-    "@types/three": "^0.182.0",
-    "@typescript-eslint/eslint-plugin": "^8.54.0",
-    "@typescript-eslint/parser": "^8.54.0",
-    "@vitest/browser-playwright": "^4.0.18",
-    "dprint": "^0.51.1",
-    "eslint": "^9.39.2",
-    "eslint-plugin-svelte": "^3.14.0",
-    "globals": "^17.3.0",
-    "publint": "^0.3.17",
-    "svelte": "^5.49.2",
-    "svelte-check": "^4.3.6",
-    "svelte-eslint-parser": "^1.4.1",
+    "@types/node": "^25.6.0",
+    "@types/three": "^0.184.0",
+    "@typescript-eslint/eslint-plugin": "^8.59.1",
+    "@typescript-eslint/parser": "^8.59.1",
+    "@vitest/browser-playwright": "^4.1.5",
+    "dprint": "^0.54.0",
+    "eslint": "^10.3.0",
+    "eslint-plugin-svelte": "^3.17.1",
+    "globals": "^17.6.0",
+    "publint": "^0.3.18",
+    "svelte": "^5.55.5",
+    "svelte-check": "^4.4.7",
+    "svelte-eslint-parser": "^1.6.0",
    "tslib": "^2.8.1",
-    "typescript": "^5.9.3",
-    "typescript-eslint": "^8.54.0",
-    "vite": "^7.3.1",
-    "vitest": "^4.0.18",
-    "vitest-browser-svelte": "^2.0.2"
+    "typescript": "^6.0.3",
+    "typescript-eslint": "^8.59.1",
+    "vite": "^8.0.10",
+    "vitest": "^4.1.5",
+    "vitest-browser-svelte": "^2.1.1"
  },
  "svelte": "./dist/index.js",
  "types": "./dist/index.d.ts",
  "type": "module",
  "dependencies": {
+    "@iconify-json/tabler": "^1.2.33",
+    "@iconify/tailwind4": "^1.2.3",
    "@nodarium/ui": "workspace:*",
-    "@iconify-json/tabler": "^1.2.26",
-    "@iconify/tailwind4": "^1.2.1",
-    "@tailwindcss/vite": "^4.1.18",
-    "@threlte/core": "^8.3.1",
-    "@threlte/extras": "^9.7.1",
-    "tailwindcss": "^4.1.18"
+    "@tailwindcss/vite": "^4.2.4",
+    "@threlte/core": "^8.5.11",
+    "@threlte/extras": "^9.15.1",
+    "tailwindcss": "^4.2.4"
  }
 }
@@ -1,4 +1,5 @@
-<script module>
+<script module lang="ts">
+  // eslint-disable-next-line svelte/prefer-svelte-reactivity
  const cache = new Map<string, Record<string, boolean>>();

  function getStore(root: string): Record<string, boolean> {
@@ -59,7 +60,7 @@
    }
    return [] as [string, unknown][];
  });
-  const showKeys = $derived(!isArr || typeof items[0]?.[1] === "object")
+  const showKeys = $derived(!isArr || typeof items[0]?.[1] === 'object');

  function toggle(next: boolean) {
    open = next;
@@ -88,7 +89,13 @@
  class:bg-layer-3={flashing}
 >
  {#if key !== undefined}
-    <span class="text-text">{key}</span><span class="text-text/40">: </span>
+    <button
+      class="text-text hover:bg-layer-3 cursor-pointer"
+      title="Copy value"
+      onclick={() => navigator.clipboard.writeText(JSON.stringify({ [key]: value }, null, 2))}
+    >
+      {key}
+    </button><span class="text-text/40">: </span>
  {/if}

  {#if isExpandable}
@@ -9,7 +9,7 @@
@source inline("{hover:,}{bg-,outline-,text-,}layer-3{/30,/50,}");
@source inline("{hover:,}{bg-,outline-,text-,}active");
@source inline("{hover:,}{bg-,outline-,text-,}selected");
-@source inline("{hover:,}{bg-,outline-,text-,}outline{!,}");
+@source inline("{hover:,}{bg-,outline-,text-,border-,divide-}outline{!,}");
@source inline("{hover:,}{bg-,outline-,text-,}connection");
@source inline("{hover:,}{bg-,outline-,text-,}text");

@@ -5,6 +5,7 @@ export { default as InputNumber } from './inputs/InputNumber.svelte';
 export { default as InputSelect } from './inputs/InputSelect.svelte';
 export { default as InputShape } from './inputs/InputShape.svelte';
 export { default as InputVec3 } from './inputs/InputVec3.svelte';
+export { default as SocketTable } from './inputs/SocketTable.svelte';

 export { default as Details } from './Details.svelte';
 export { default as JsonViewer } from './JsonViewer.svelte';
@@ -1,16 +1,22 @@
 <script lang="ts">
+  type SelectOption = string | { value: number; label: string };
+
  interface Props {
-    options?: string[];
+    options?: SelectOption[];
    value?: number;
    id?: string;
  }

  let { options = [], value = $bindable(0), id = '' }: Props = $props();
+
+  const normalized = $derived(
+    options.map((opt, i) => typeof opt === 'string' ? { value: i, label: opt } : opt)
+  );
 </script>

 <select {id} bind:value class="bg-layer-2 text-text">
-  {#each options as label, i (label)}
-    <option value={i}>{label}</option>
+  {#each normalized as opt (opt.value)}
+    <option value={opt.value}>{opt.label}</option>
  {/each}
 </select>

@@ -0,0 +1,118 @@
+<script lang="ts">
+  import type { NodeInput } from '@nodarium/types';
+  type Props = {
+    inputs?: Record<string, NodeInput>;
+    colors: Record<string, string>;
+    onremove?: (key: string) => void;
+    types: string[];
+  };
+  let { inputs = $bindable(), onremove, colors = {}, types = ['seed', 'float', 'path'] }: Props =
+    $props();
+
+  let potentialRow = $state<
+    {
+      type: string;
+      label: string;
+    } | undefined
+  >();
+
+  function showPotentialRow() {
+    potentialRow = {
+      type: types[0],
+      label: 'Input ' + Object.keys(inputs ?? {}).length
+    };
+  }
+
+  function realizePotentialRow() {
+    if (inputs) inputs[`input_${Object.keys(inputs).length}`] = potentialRow as NodeInput;
+    potentialRow = undefined;
+  }
+
+  function removeRow(key?: string) {
+    if (!key) {
+      potentialRow = undefined;
+    } else if (inputs) {
+      onremove?.(key);
+    }
+  }
+
+  function getColor(type: string) {
+    if (type in colors) {
+      return colors[type];
+    }
+
+    return '#f00';
+  }
+</script>
+
+{#snippet row(input: { type: string; label?: string }, remove: () => void, add?: () => void)}
+  <div class="flex min-w-0">
+    <span
+      style:background={getColor(input.type)}
+      data-type={input.type}
+      class="block opacity-50 min-w-2 ml-2 w-2 h-2 my-auto rounded-sm"
+    ></span>
+    <select
+      class="text-[0.9em] border-r w-19 shrink-0 px-2 py-1 border-outline"
+      bind:value={input.type}
+    >
+      {#each types as type (type)}
+        <option>
+          <span
+            style="background: {getColor(type)}; width: 5px; height: 5px; border-radius: 5px;"
+          ></span>
+          {type}
+        </option>
+      {/each}
+    </select>
+    <input
+      class="px-2 grow min-w-30 border-r border-outline text-[0.9em]"
+      type="text"
+      bind:value={input.label}
+    />
+    <button
+      class="px-2 cursor-pointer opacity-50 hover:opacity-100 hover:bg-red-400"
+      onclick={remove}
+      aria-label="remove"
+    >
+      {#if add}
+        <span class="py-1 block i-[tabler--cancel]"></span>
+      {:else}
+        <span class="py-1 block i-[tabler--trash]"></span>
+      {/if}
+    </button>
+    {#if add}
+      <button
+        class="px-2 border-l hover:bg-green-300 opacity-50 hover:opacity-100 hover:text-layer-1 border-outline cursor-pointer"
+        onclick={add}
+        aria-label="add"
+      >
+        <span class="py-1 block i-[tabler--circle-plus]"></span>
+      </button>
+    {/if}
+  </div>
+{/snippet}
+
+<div class="rounded-sm overflow-hidden bg-layer-2 divide-y divide-outline outline-1 outline-outline">
+  {#each Object.entries(inputs ?? {}) as [key, input] (key)}
+    {@render row(input, () => removeRow(key))}
+  {/each}
+  {#if potentialRow}
+    <div class="opacity-80">
+      {@render row(potentialRow, () => removeRow(), () => realizePotentialRow())}
+    </div>
+  {:else}
+    <div class="opacity-40">
+      <div class="flex h-[27px]">
+        <div class="flex-1"></div>
+        <button
+          class="border-l hover:bg-green-300 hover:text-layer-1 border-outline py-1 px-2 cursor-pointer"
+          onclick={() => showPotentialRow()}
+          aria-label="remove"
+        >
+          <span class="block i-[tabler--circle-plus]"></span>
+        </button>
+      </div>
+    </div>
+  {/if}
+</div>
@@ -1,4 +1,5 @@
 <script lang="ts">
+  import type { NodeInput } from '@nodarium/types';
  import '$lib/app.css';
  import {
    Details,
@@ -11,6 +12,7 @@
    JsonViewer,
    ShortCut
  } from '$lib';
+  import SocketTable from '$lib/inputs/SocketTable.svelte';
  import Section from './Section.svelte';
  import Theme from './Theme.svelte';
  import ThemeSelector from './ThemeSelector.svelte';
@@ -21,7 +23,7 @@
  let vecValue = $state([0.2, 0.3, 0.4]);
  const options = ['strawberry', 'raspberry', 'chickpeas'];
  let selectValue = $state(0);
-  const d = $derived(options[selectValue]);
+  let selectValue2 = $state(0);
  let checked = $state(false);
  let colorValue = $state<[number, number, number]>([59, 130, 246]);
  let mirrorShape = $state(true);
@@ -38,6 +40,17 @@
    settings: { seed: 42, enabled: true }
  });

+  let socketTypes: Record<string, NodeInput> = $state({
+    input_0: {
+      'label': 'Input 0',
+      'type': 'path'
+    },
+    input_1: {
+      'label': 'Input 1',
+      'type': 'float'
+    }
+  });
+
  function randomlyUpdateJson() {
    const rand = Math.floor(Math.random() * 5);
    if (rand === 0) {
@@ -82,9 +95,28 @@
    <InputVec3 bind:value={vecValue} />
  </Section>

-  <Section title="Select" value={d}>
-    <i>Select with simple values</i>
+  <Section title="Select">
+    <p>
+      Select with simple values
+      <br>
+      <b>value={options[selectValue]}</b>
+    </p>
    <InputSelect bind:value={selectValue} {options} />
+    <br>
+    <br>
+    <p>
+      Select with <i>&lbrace;option: number, label: string&rbrace;[]</i>
+      <br>
+      <b>value={selectValue2}</b>
+    </p>
+    <InputSelect
+      bind:value={selectValue2}
+      options={[
+        { value: 0, label: 'Zero' },
+        { value: 1, label: 'One' },
+        { value: 2, label: 'Two' }
+      ]}
+    />
  </Section>

  <Section title="Checkbox" value={checked}>
@@ -131,6 +163,18 @@
    </div>
  </Section>

+  <Section title="Socket Table">
+    <SocketTable
+      colors={{
+        seed: '#f00',
+        float: '#0f0',
+        path: '#00f'
+      }}
+      types={['seed', 'float', 'path']}
+      bind:inputs={socketTypes}
+    />
+  </Section>
+
  <Section title="Shortcut">
    <div class="flex gap-4">
      <ShortCut ctrl key="S" />
@@ -12,6 +12,7 @@
    'custom'
  ];

+  // eslint-disable-next-line no-useless-assignment
  let { theme = $bindable() } = $props();

  let themeIndex = $state(0);
@@ -1,6 +1,6 @@
 {
  "name": "@nodarium/utils",
-  "version": "0.0.5",
+  "version": "0.0.6",
  "description": "",
  "main": "./src/index.ts",
  "type": "module",
@@ -16,8 +16,8 @@
    "@nodarium/types": "workspace:^"
  },
  "devDependencies": {
-    "dprint": "^0.51.1",
-    "vite": "^7.3.1",
-    "vitest": "^4.0.18"
+    "dprint": "^0.54.0",
+    "vite": "^8.0.10",
+    "vitest": "^4.1.5"
  }
 }
@@ -1,3 +1,60 @@
+interface LogEntry {
+  time: string;
+  scope: string;
+  level: string;
+  args: unknown[];
+}
+
+const logBuffer: LogEntry[] = [];
+const startTime = Date.now();
+
+function formatTime(): string {
+  const ms = Date.now() - startTime;
+  const h = Math.floor(ms / 3600000).toString().padStart(2, '0');
+  const m = Math.floor((ms % 3600000) / 60000).toString().padStart(2, '0');
+  const s = Math.floor((ms % 60000) / 1000).toString().padStart(2, '0');
+  const mss = (ms % 1000).toString().padStart(3, '0');
+  return `${h}:${m}:${s}.${mss}`;
+}
+
+function serialize(arg: unknown): string {
+  if (typeof arg === 'string') return arg;
+  try {
+    return JSON.stringify(arg);
+  } catch {
+    return String(arg);
+  }
+}
+
+function formatEntry(entry: LogEntry, scopeWidth: number): string {
+  const scope = `[${entry.scope}]`.padEnd(scopeWidth + 2);
+  const level = entry.level.toUpperCase().padEnd(5);
+  const msg = entry.args.map(serialize).join(' ');
+  return `${entry.time} ${scope} ${level} ${msg}`;
+}
+
+(globalThis as Record<string, unknown>).copyLogs = () => {
+  if (logBuffer.length === 0) {
+    console.log('%c[logger] No log entries to copy', 'color: #888');
+    return;
+  }
+  const scopeWidth = logBuffer.reduce((max, e) => Math.max(max, e.scope.length), 0);
+  const lines = [
+    `=== Log Export (${logBuffer.length} entries) ===`,
+    '',
+    ...logBuffer.map(e => formatEntry(e, scopeWidth))
+  ].join('\n');
+
+  navigator.clipboard.writeText(lines).then(() => {
+    console.log(`%c[logger] Copied ${logBuffer.length} entries to clipboard`, 'color: #4f4');
+  });
+};
+
+(globalThis as Record<string, unknown>).clearLogs = () => {
+  logBuffer.length = 0;
+  console.log('%c[logger] Log buffer cleared', 'color: #888');
+};
+
 export const createLogger = (() => {
  let maxLength = 5;
  return (scope: string) => {
@@ -6,18 +63,35 @@ export const createLogger = (() => {

    let isGrouped = false;

-    function s(color: string, ...args: any) {
+    function s(color: string, ...args: unknown[]) {
      return isGrouped
        ? [...args]
        : [`[%c${scope.padEnd(maxLength, ' ')}]:`, `color: ${color}`, ...args];
    }

+    function record(level: string, args: unknown[]) {
+      logBuffer.push({ time: formatTime(), scope, level, args });
+    }
+
    return {
-      log: (...args: any[]) => !muted && console.log(...s('#888', ...args)),
-      info: (...args: any[]) => !muted && console.info(...s('#888', ...args)),
-      warn: (...args: any[]) => !muted && console.warn(...s('#888', ...args)),
-      error: (...args: any[]) => console.error(...s('#f88', ...args)),
-      group: (...args: any[]) => {
+      log: (...args: unknown[]) => {
+        record('log', args);
+        !muted && console.log(...s('#888', ...args));
+      },
+      info: (...args: unknown[]) => {
+        record('info', args);
+        !muted && console.info(...s('#888', ...args));
+      },
+      warn: (...args: unknown[]) => {
+        record('warn', args);
+        !muted && console.warn(...s('#888', ...args));
+      },
+      error: (...args: unknown[]) => {
+        record('error', args);
+        console.error(...s('#f88', ...args));
+      },
+      group: (...args: unknown[]) => {
+        record('group', args);
        if (!muted) {
          console.groupCollapsed(...s('#888', ...args));
          isGrouped = true;
@@ -7,6 +7,7 @@ packages:

 catalog:
  chokidar-cli: github:open-cli-tools/chokidar-cli#semver:v4.0.0
+
 onlyBuiltDependencies:
  - "@tailwindcss/oxide"
  - esbuild
Author	SHA1	Message	Date
nodarium-bot	091c0f0a83	chore(release): v0.0.6	2026-05-05 21:15:25 +00:00
max	82c2f08a56	chore: cleanup changelog 📊 Benchmark the Runtime / benchmark (push) Successful in 1m34s Details 🚀 Lint & Test & Deploy / deploy (push) Successful in 2m7s Details 🚀 Lint & Test & Deploy / test-unit (push) Successful in 47s Details 🚀 Lint & Test & Deploy / quality (push) Successful in 2m28s Details 🚀 Lint & Test & Deploy / test-e2e (push) Successful in 1m59s Details	2026-05-05 22:58:42 +02:00
max	a00db400bb	fix: dont crash when no groups exist 📊 Benchmark the Runtime / benchmark (push) Successful in 1m24s Details 🚀 Lint & Test & Deploy / quality (push) Successful in 2m24s Details 🚀 Lint & Test & Deploy / test-unit (push) Successful in 48s Details 🚀 Lint & Test & Deploy / test-e2e (push) Successful in 1m59s Details 🚀 Lint & Test & Deploy / deploy (push) Has been cancelled Details	2026-05-05 22:52:24 +02:00
max	2d9eb0c087	fix: make planty work 📊 Benchmark the Runtime / benchmark (push) Successful in 1m18s Details 🚀 Lint & Test & Deploy / quality (push) Successful in 2m9s Details 🚀 Lint & Test & Deploy / test-unit (push) Successful in 33s Details 🚀 Lint & Test & Deploy / test-e2e (push) Successful in 1m54s Details 🚀 Lint & Test & Deploy / deploy (push) Successful in 2m4s Details	2026-05-05 22:45:20 +02:00
nodarium-bot	1e28ded99b	chore(release): v0.0.6	2026-05-05 20:33:26 +00:00
nodarium-bot	5fae518392	chore(release): v0.0.6	2026-05-05 20:23:21 +00:00
max	954f5726c3	Merge pull request 'feat: initial node groups' (#44 ) from feat/group-node-own into main 📊 Benchmark the Runtime / benchmark (push) Successful in 1m11s Details 🚀 Lint & Test & Deploy / test-unit (push) Successful in 49s Details 🚀 Lint & Test & Deploy / test-e2e (push) Successful in 2m3s Details 🚀 Lint & Test & Deploy / quality (push) Successful in 2m14s Details 🚀 Lint & Test & Deploy / deploy (push) Successful in 3m4s Details Reviewed-on: #44	2026-05-05 22:08:17 +02:00
max	63d5b8079d	chore: pnpm format 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m39s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m21s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 48s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 1m51s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Successful in 2m1s Details	2026-05-05 21:55:32 +02:00
max	3e32ca419a	feat: ungroup nodes 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m45s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 1m7s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 35s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 2m4s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-05 21:51:17 +02:00
max	f0cb12a088	chore: fix some type issues	2026-05-05 21:28:03 +02:00
max	1d60090ffe	chore: fixup graph manager tests	2026-05-05 21:27:53 +02:00
max	5b55056fc1	chore: remove graph element in graphManager	2026-05-05 21:27:42 +02:00
max	e2c2b1a4d7	chore: remove e2e test screenshots (too flaky)	2026-05-05 21:27:23 +02:00
max	7f082ad8f6	feat: implement node sockets ui 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m22s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 1m6s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Failing after 43s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 2m5s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-05 21:07:57 +02:00
max	ed11195327	chore: refactor graphStack to be simpler	2026-05-05 18:45:54 +02:00
max	8ad62cfc8e	feat: add node group breadcrumbs	2026-05-05 12:44:44 +02:00
max	bff140a764	feat: show different ui when inside group	2026-05-05 11:11:33 +02:00
max	85e2fd1a71	fix: use correct id for debug node	2026-05-04 23:54:43 +02:00
max	5beb03196d	fix: broken format command for @nodarium/planty	2026-05-04 23:47:29 +02:00
max	83e0e47082	refactor: only show group/node panel when selected	2026-05-04 23:47:03 +02:00
max	106797de32	feat: make group input/output node work 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m11s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m7s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 32s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 1m50s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Successful in 1m56s Details	2026-05-04 19:11:52 +02:00
max	1a56ba986d	damn dude 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m17s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m16s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 49s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 1m57s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Successful in 2m1s Details	2026-05-04 16:14:20 +02:00
max	703f531cd3	chore: make eslint and playwright happy 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m6s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 1m0s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 36s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Successful in 1m57s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 16:11:21 +02:00
max	0ed22f20b9	chore: pnpm upgrade 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m42s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 45s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 31s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 1m49s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 16:01:21 +02:00
max	733b0a2ceb	chore: sync sveltekit app before e2e 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m4s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m25s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 38s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 2m1s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:49:55 +02:00
max	8f60816c78	chore: sync sveltekit app before e2e 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m4s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m30s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 44s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 47s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:43:38 +02:00
max	cd7b51d86a	chore: sync sveltekit app before e2e 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m8s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m24s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 41s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 45s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:37:52 +02:00
max	6c9cd1505d	chore: sync sveltekit app before e2e 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m2s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m42s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 32s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 0s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:30:42 +02:00
max	db5ee8ba29	fix: make eslint happy 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m4s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m24s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 30s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 32s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:19:18 +02:00
max	a6b9ca4315	feat: capture system stats in benchmark 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m3s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 52s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 31s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 33s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:12:51 +02:00
max	d4910aba8c	chore: pnpm format 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m2s Details 🚀 Lint & Test & Deploy / quality (pull_request) Successful in 2m30s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 32s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 33s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 15:00:40 +02:00
max	e695c76490	chore: make eslint happy 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m6s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 1m7s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Successful in 31s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 32s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 14:50:11 +02:00
max	2a54fa7590	feat: add name to groups 📊 Benchmark the Runtime / benchmark (pull_request) Successful in 1m8s Details 🚀 Lint & Test & Deploy / quality (pull_request) Failing after 45s Details 🚀 Lint & Test & Deploy / test-unit (pull_request) Failing after 29s Details 🚀 Lint & Test & Deploy / test-e2e (pull_request) Failing after 34s Details 🚀 Lint & Test & Deploy / deploy (pull_request) Has been skipped Details	2026-05-04 14:12:30 +02:00
max	6d5cac65e8	feat(ui): click-to-copy on node values in jsonviewer	2026-05-04 14:12:17 +02:00
max	3ee074b11c	feat(ui): make inputselect also handle value+label options	2026-05-04 14:12:03 +02:00
max	59a1e63396	feat: add unit tests for graph state	2026-05-04 12:49:30 +02:00
max	317d1552ce	fix: graph correctly restore html refs after exiting node group	2026-05-04 12:49:23 +02:00
max	78439b19e9	fix: make benchmark work	2026-05-04 12:45:06 +02:00