# Graph Report - optima  (2026-09-23)

## Corpus Check
- cluster-only mode — file stats not available

## Summary
- 965 nodes · 2291 edges · 79 communities (69 shown, 10 thin omitted)
- Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 168 edges (avg confidence: 0.85)
- Token cost: 0 input · 0 output

## Graph Freshness
- Built from commit: `e86e26cb`
- Run `git rev-parse HEAD` and compare to check if the graph is stale.
- Run `graphify update .` after code changes (no API cost).

## Community Hubs (Navigation)
- Community 0
- Community 1
- Community 2
- Community 3
- Community 4
- Community 5
- Community 6
- Community 7
- Community 8
- Community 9
- Community 10
- Community 11
- Community 12
- Community 13
- Community 14
- Community 15
- Community 16
- Community 17
- Community 18
- Community 19
- Community 20
- Community 21
- Community 22
- Community 23
- Community 24
- Community 25
- Community 26
- Community 27
- Community 28
- Community 29
- Community 30
- Community 31
- Community 32
- Community 33
- Community 34
- Community 35
- Community 36
- Community 37
- Community 38
- Community 39
- Community 40
- Community 41
- Community 42
- Community 43
- Community 44
- Community 45
- Community 46
- Community 47
- Community 48
- Community 49
- Community 50
- Community 51
- Community 52
- Community 53
- Community 54
- Community 55
- Community 56
- Community 57
- Community 58
- Community 59
- Community 60
- Community 61
- Community 62
- Community 63
- Community 64
- Community 65
- Community 66
- Community 67
- Community 68
- Community 69
- Community 70
- Community 71
- Community 72
- Community 73
- Community 74
- Community 75

## God Nodes (most connected - your core abstractions)
1. `react` - 119 edges
2. `reactflow` - 93 edges
3. `FlowCanvas()` - 88 edges
4. `toast` - 61 edges
5. `CustomNodeData` - 41 edges
6. `BotService` - 36 edges
7. `CandleData` - 33 edges
8. `@google/genai` - 28 edges
9. `@heroicons/react` - 25 edges
10. `compilerOptions` - 16 edges

## Surprising Connections (you probably didn't know these)
- `MenuManagerProps` --references--> `ManagedMenuItem`  [EXTRACTED]
  components/MenuManager.tsx → types.ts
- `MultiNodeAddModalProps` --references--> `ManagedMenuItem`  [EXTRACTED]
  components/MultiNodeAddModal.tsx → types.ts
- `TemplateGeneratorProps` --references--> `AnyNodeData`  [EXTRACTED]
  components/TemplateGenerator.tsx → types.ts
- `DevelopmentPanelProps` --references--> `AnyNodeData`  [EXTRACTED]
  components/DevelopmentPanel.tsx → types.ts
- `NodeShellProps` --references--> `AnyNodeData`  [EXTRACTED]
  components/NodeShell.tsx → types.ts

## Import Cycles
- None detected.

## Communities (79 total, 10 thin omitted)

### Community 0 - "Community 0"
Cohesion: 0.06
Nodes (40): ActionableMenuItem, ContextMenu(), ContextMenuProps, FlowCanvasProps, IconPickerModal(), IconPickerModalProps, { __esModule, ...icons }, ICON_MAP (+32 more)

### Community 1 - "Community 1"
Cohesion: 0.07
Nodes (28): ALL_INPUTS, BarChartNode(), DeribitOptionsNode(), DynamicIndicatorDisplayNode(), generateNodeSnapshot(), unpackIndicatorInput(), wrapText(), HistoricalFearAndGreedNode() (+20 more)

### Community 2 - "Community 2"
Cohesion: 0.07
Nodes (33): BackendStatusNode(), DEFAULT_FILES_JS, DEFAULT_FILES_PY, VirtualFile, ScriptExamplesNode(), ScriptExamplesNodeProps, ALL_INPUTS, ALL_OUTPUTS (+25 more)

### Community 3 - "Community 3"
Cohesion: 0.06
Nodes (24): AdvancedFilterNode(), ALL_INPUTS, ALL_OUTPUTS, areCandlesEqual(), BacktestDisplayNode(), ALL_INPUTS, ALL_OUTPUTS, areCandlesEqual() (+16 more)

### Community 4 - "Community 4"
Cohesion: 0.07
Nodes (23): ai, CorrelationMatrixNode(), generateNodeSnapshot(), generateNodeSnapshot(), HeatmapNode(), ImageDisplayNode(), ai, generateNodeSnapshot() (+15 more)

### Community 5 - "Community 5"
Cohesion: 0.08
Nodes (33): ALL_INPUTS, ALL_OUTPUTS, BitcoinNode(), calculateADX(), calculateBollingerBands(), calculateEMA(), calculateIchimokuCloud(), calculateMACD() (+25 more)

### Community 6 - "Community 6"
Cohesion: 0.09
Nodes (21): ColorPicker(), ColorPickerProps, hexToRgb(), hsvToRgb(), PRESET_COLORS, rgbToHex(), rgbToHsv(), ai (+13 more)

### Community 8 - "Community 8"
Cohesion: 0.10
Nodes (28): ALL_OUTPUTS, CryptoSelectorNode(), BLACKLIST_FILE, BotConfig, BotRuntime, DATA_DIR, DATA_FILE, evaluateCustomScriptNode() (+20 more)

### Community 9 - "Community 9"
Cohesion: 0.12
Nodes (12): AdxNode(), BollingerBandsNode(), IchimokuCloudNode(), IndicatorStyleNode(), VolumeProfileNode(), reactflow, AdxNodeData, BollingerBandsNodeData (+4 more)

### Community 10 - "Community 10"
Cohesion: 0.13
Nodes (16): TelegramBotNode(), ScreenshotModalProps, BacktestTrade, CandleScannerNodeData, CaptureOptions, ChartPatternPoint, CustomScriptIndicator, MarketStructureEvent (+8 more)

### Community 11 - "Community 11"
Cohesion: 0.10
Nodes (20): dependencies, chart.js, chartjs-adapter-date-fns, chartjs-chart-financial, chartjs-plugin-annotation, date-fns, express, @google/genai (+12 more)

### Community 12 - "Community 12"
Cohesion: 0.12
Nodes (14): ALL_OUTPUTS, ChartScaleNode(), ai, ALL_INPUTS, ALL_OUTPUTS, MarketAnalysisNode(), isPersian(), TextInputNode() (+6 more)

### Community 13 - "Community 13"
Cohesion: 0.13
Nodes (17): ALL_INPUTS, ALL_OUTPUTS, buildFileTree(), CustomScriptNode(), DEFAULT_CODES_JS, DEFAULT_CODES_PY, DEFAULT_FILES_JS, DEFAULT_FILES_PY (+9 more)

### Community 14 - "Community 14"
Cohesion: 0.20
Nodes (12): NodeGuide(), NodeGuideProps, getChangedKeys(), getHandleLabel(), HandleDefinition, NodeShell(), NodeShellProps, safeJsonStr() (+4 more)

### Community 15 - "Community 15"
Cohesion: 0.12
Nodes (16): compilerOptions, allowImportingTsExtensions, allowJs, experimentalDecorators, isolatedModules, jsx, lib, module (+8 more)

### Community 16 - "Community 16"
Cohesion: 0.17
Nodes (12): AppState, Window, ActiveKeyCombo, KeystrokeVisualizer(), Shortcut, ShortcutsHelpModal(), ShortcutsHelpModalProps, SplashPage() (+4 more)

### Community 17 - "Community 17"
Cohesion: 0.14
Nodes (14): areInputsEqual(), FlowCanvas(), wouldCreateCycle(), CandleScannerNode(), MarketStructureNode(), MultiTimeFrameSetupNode(), CalculatedPath, SignalTradeDecisionTreeNode() (+6 more)

### Community 18 - "Community 18"
Cohesion: 0.19
Nodes (11): ConfirmDialog(), ConfirmDialogProps, FailedNodeInfo, initializeMenuItems(), mergeMenuItems(), validateLoadedNodes(), WelcomeScreenProps, Workspace (+3 more)

### Community 19 - "Community 19"
Cohesion: 0.15
Nodes (11): HeaderInfo, ai, calculateEMA(), PriceActionStrategyNode(), ai, RiskProfile, TradeStrategyNode(), CandleData (+3 more)

### Community 20 - "Community 20"
Cohesion: 0.13
Nodes (14): name, private, type, version, chartjs-chart-financial, esbuild, prismjs, pyodide (+6 more)

### Community 21 - "Community 21"
Cohesion: 0.17
Nodes (9): ALL_OUTPUTS, CSVLoaderNode(), ALL_OUTPUTS, TimeFrameSelectorNode(), TIME_FRAMES, CSVLoaderNodeData, MultiTimeFrameSetupNodeData, TimeFrame (+1 more)

### Community 22 - "Community 22"
Cohesion: 0.19
Nodes (9): MarketRegimeDisplayNode(), unpackRegimeInput(), SmartMoneyDisplayNode(), unpackSignalInput(), RTL_LANGUAGES, MarketRegimeDisplayNodeData, SmartMoneyDisplayNodeData, SmartMoneySignal (+1 more)

### Community 23 - "Community 23"
Cohesion: 0.23
Nodes (8): Props, State, LoginPage(), LoginPageProps, NOTE: auto-bypass removed — the server session cookie (30 days) is the…, initializeDevErrorLogging(), TelemetryLog, telemetryService

### Community 24 - "Community 24"
Cohesion: 0.17
Nodes (8): ai, DynamicIndicatorNode(), ai, TranslationNode(), LANGUAGES, DynamicIndicator, DynamicIndicatorNodeData, TranslationNodeData

### Community 25 - "Community 25"
Cohesion: 0.17
Nodes (8): LiquidityDisplayNode(), MtfPeriod, MultiTimeFrameNode(), LiquidityDisplayNodeData, LiquidityPool, MtfLine, MtfOverlayObject, MultiTimeFrameNodeData

### Community 26 - "Community 26"
Cohesion: 0.17
Nodes (10): codeContent, dataProcessingJS, dataProcessingPY, fs, jsFilesToAdd, portfolioOptimizationJS, portfolioOptimizationPY, pyFilesToAdd (+2 more)

### Community 27 - "Community 27"
Cohesion: 0.18
Nodes (7): ai, AnomalyDetectionNode(), ai, PredictiveForecastNode(), @google/genai, AnomalyDetectionNodeData, PredictiveForecastNodeData

### Community 28 - "Community 28"
Cohesion: 0.22
Nodes (9): ALL_OUTPUTS, DEFAULT_COLORS, IndicatorNode(), DEFAULT_HEADER_BUTTON_COLORS, HANDLE_COLORS, HEADER_BUTTON_KEYS, INDICATORS, Indicator (+1 more)

### Community 29 - "Community 29"
Cohesion: 0.18
Nodes (11): devDependencies, esbuild, tailwindcss, @tailwindcss/vite, tsx, @types/express, @types/node, @types/prismjs (+3 more)

### Community 30 - "Community 30"
Cohesion: 0.24
Nodes (7): CommandPalette(), CommandPaletteProps, PaletteItem, NodeCategory, NodeInfo, rawMenuItems, RawPaneMenuItem

### Community 31 - "Community 31"
Cohesion: 0.20
Nodes (6): ai, LiquidityHunterNode(), LiquidityHunterNodeData, MarketStructureNodeData, MarketStructureObject, MarketStructurePoint

### Community 32 - "Community 32"
Cohesion: 0.31
Nodes (7): TEMPLATE_SUGGESTIONS, TemplateGenerator(), emitter, toast, ToastMessage, ai, generateTemplate()

### Community 33 - "Community 33"
Cohesion: 0.22
Nodes (6): content, fs, content, fs, fs, ref_fs

### Community 34 - "Community 34"
Cohesion: 0.22
Nodes (6): FilePickerModal(), FilePickerModalProps, guideContent, HelpModal(), HelpModalProps, @heroicons/react

### Community 35 - "Community 35"
Cohesion: 0.25
Nodes (6): express, ref_path, @tailwindcss/vite, vite, @vitejs/plugin-react, startServer()

### Community 36 - "Community 36"
Cohesion: 0.25
Nodes (6): ai, ALL_INPUTS, ALL_OUTPUTS, CandlestickStorytellerNode(), StorySegment, CandlestickStorytellerNodeData

### Community 37 - "Community 37"
Cohesion: 0.25
Nodes (6): ai, ALL_INPUTS, ALL_OUTPUTS, PatternRecognitionNode(), ChartPattern, PatternRecognitionNodeData

### Community 38 - "Community 38"
Cohesion: 0.25
Nodes (6): ai, ALL_INPUTS, ALL_OUTPUTS, PriceActionScoutNode(), PriceActionScoutNodeData, PriceActionSetup

### Community 39 - "Community 39"
Cohesion: 0.25
Nodes (6): ai, ALL_INPUTS, ALL_OUTPUTS, StrategyBacktesterNode(), BacktestResult, StrategyBacktesterNodeData

### Community 40 - "Community 40"
Cohesion: 0.25
Nodes (6): ai, ALL_INPUTS, ALL_OUTPUTS, TopTraderFinderNode(), TopTraderFinderNodeData, TopTradersObject

### Community 41 - "Community 41"
Cohesion: 0.32
Nodes (6): ai, formatText(), isPersian(), Message, TradingCoachNode(), TradingCoachNodeData

### Community 42 - "Community 42"
Cohesion: 0.38
Nodes (6): ai, ChatModal(), ChatModalProps, formatText(), isPersian(), Message

### Community 44 - "Community 44"
Cohesion: 0.33
Nodes (4): AnomalyDisplayNode(), unpackAnomaliesInput(), Anomaly, AnomalyDisplayNodeData

### Community 45 - "Community 45"
Cohesion: 0.38
Nodes (5): areStatsEqual(), CandleStatsNode(), generateStatsSnapshot(), CandleStatsNodeData, CandleStatsReport

### Community 46 - "Community 46"
Cohesion: 0.29
Nodes (5): ALL_INPUTS, ALL_OUTPUTS, dataKeys, DataSelectorNode(), DataSelectorNodeData

### Community 47 - "Community 47"
Cohesion: 0.29
Nodes (5): ai, ALL_INPUTS, ALL_OUTPUTS, NewsAnalysisNode(), NewsAnalysisNodeData

### Community 48 - "Community 48"
Cohesion: 0.38
Nodes (5): ai, getSentimentBg(), getSentimentColor(), SentimentAnalyzerNode(), SentimentAnalyzerNodeData

### Community 49 - "Community 49"
Cohesion: 0.29
Nodes (5): ai, Sensitivity, SmartMoneyTrackerNode(), AnomalousStrike, SmartMoneyTrackerNodeData

### Community 50 - "Community 50"
Cohesion: 0.33
Nodes (5): ALL_INPUTS, formatText(), TextDisplayNode(), TextDisplayNodeData, TranslatedTextObject

### Community 51 - "Community 51"
Cohesion: 0.33
Nodes (6): extractArrayRange(), fileContent, fs, jsUpdates, pyUpdates, updateArray()

### Community 52 - "Community 52"
Cohesion: 0.33
Nodes (4): App(), root, rootElement, react-dom

### Community 53 - "Community 53"
Cohesion: 0.33
Nodes (4): ai, IndicatorOptimizerNode(), OptimizableIndicator, IndicatorOptimizerNodeData

### Community 54 - "Community 54"
Cohesion: 0.33
Nodes (4): ai, MarketRegimeDetectorNode(), MarketRegime, MarketRegimeDetectorNodeData

### Community 55 - "Community 55"
Cohesion: 0.47
Nodes (4): formatPrice(), StrategyDisplayNode(), unpackStrategyInput(), StrategyDisplayNodeData

### Community 56 - "Community 56"
Cohesion: 0.33
Nodes (5): CalculatedPath, EMPTY_ARRAY, TradeDecisionTreeViewNode(), TreeNode, TradeDecisionTreeViewNodeData

### Community 57 - "Community 57"
Cohesion: 0.33
Nodes (4): ManualTradeInput, SimulatedTrade, TradeSimulatorPnLNode(), TradeSimulatorPnLNodeData

### Community 58 - "Community 58"
Cohesion: 0.40
Nodes (4): ai, isPersian(), WhatIfScenarioNode(), WhatIfScenarioNodeData

### Community 59 - "Community 59"
Cohesion: 0.33
Nodes (5): FailedNodeInfo, Step, STEPS, TerminalLoader(), TerminalLoaderProps

### Community 60 - "Community 60"
Cohesion: 0.33
Nodes (4): fs, jsExamples, levels, pyExamples

### Community 61 - "Community 61"
Cohesion: 0.40
Nodes (4): DiagnosticsModal(), DiagnosticsModalProps, FailedNodeInfo, LogLevel

### Community 62 - "Community 62"
Cohesion: 0.40
Nodes (4): CalculatedPath, TradeDecisionTreeNode(), TreeNode, TradeDecisionTreeNodeData

### Community 63 - "Community 63"
Cohesion: 0.40
Nodes (4): content, endIndex, fs, startIndex

### Community 64 - "Community 64"
Cohesion: 0.50
Nodes (3): cryptoServiceContent, fs, typesContent

### Community 65 - "Community 65"
Cohesion: 0.50
Nodes (3): HandleDefinition, HandleManager(), HandleManagerProps

### Community 66 - "Community 66"
Cohesion: 0.50
Nodes (3): ai, LibraryDocNode(), LibraryDocNodeData

### Community 67 - "Community 67"
Cohesion: 0.50
Nodes (3): PathwayHistoryRecapNode(), TradeRecord, PathwayHistoryRecapNodeData

### Community 68 - "Community 68"
Cohesion: 0.50
Nodes (3): CalculatedPath, TradeDecisionTreeDisplayNode(), TradeDecisionTreeDisplayNodeData

### Community 69 - "Community 69"
Cohesion: 0.50
Nodes (3): fs, path, processDir()

### Community 70 - "Community 70"
Cohesion: 0.50
Nodes (4): scripts, build, dev, start

## Knowledge Gaps
- **275 isolated node(s):** `ActionableMenuItem`, `IconPickerModalProps`, `NodeCategory`, `NodeInfo`, `BacktestTrade` (+270 more)
  These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 371 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
- **10 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Why does `react` connect `Community 0` to `Community 1`, `Community 2`, `Community 3`, `Community 4`, `Community 5`, `Community 6`, `Community 8`, `Community 9`, `Community 10`, `Community 12`, `Community 13`, `Community 14`, `Community 16`, `Community 17`, `Community 18`, `Community 19`, `Community 20`, `Community 21`, `Community 22`, `Community 23`, `Community 24`, `Community 25`, `Community 27`, `Community 28`, `Community 30`, `Community 31`, `Community 32`, `Community 34`, `Community 36`, `Community 37`, `Community 38`, `Community 39`, `Community 40`, `Community 41`, `Community 42`, `Community 44`, `Community 45`, `Community 46`, `Community 47`, `Community 48`, `Community 49`, `Community 50`, `Community 52`, `Community 53`, `Community 54`, `Community 55`, `Community 56`, `Community 57`, `Community 58`, `Community 59`, `Community 61`, `Community 62`, `Community 65`, `Community 66`, `Community 67`, `Community 68`?**
  _High betweenness centrality (0.164) - this node is a cross-community bridge._
- **Why does `reactflow` connect `Community 9` to `Community 0`, `Community 1`, `Community 2`, `Community 3`, `Community 4`, `Community 5`, `Community 6`, `Community 8`, `Community 10`, `Community 12`, `Community 13`, `Community 14`, `Community 17`, `Community 18`, `Community 19`, `Community 20`, `Community 21`, `Community 22`, `Community 24`, `Community 25`, `Community 27`, `Community 28`, `Community 31`, `Community 32`, `Community 36`, `Community 37`, `Community 38`, `Community 39`, `Community 40`, `Community 41`, `Community 44`, `Community 45`, `Community 46`, `Community 47`, `Community 48`, `Community 49`, `Community 50`, `Community 53`, `Community 54`, `Community 55`, `Community 56`, `Community 57`, `Community 58`, `Community 62`, `Community 66`, `Community 67`, `Community 68`?**
  _High betweenness centrality (0.062) - this node is a cross-community bridge._
- **Why does `FlowCanvas()` connect `Community 17` to `Community 0`, `Community 1`, `Community 2`, `Community 3`, `Community 4`, `Community 5`, `Community 8`, `Community 9`, `Community 10`, `Community 12`, `Community 13`, `Community 18`, `Community 19`, `Community 21`, `Community 22`, `Community 24`, `Community 25`, `Community 27`, `Community 28`, `Community 31`, `Community 36`, `Community 37`, `Community 38`, `Community 39`, `Community 40`, `Community 41`, `Community 44`, `Community 45`, `Community 46`, `Community 47`, `Community 48`, `Community 49`, `Community 50`, `Community 53`, `Community 54`, `Community 55`, `Community 56`, `Community 57`, `Community 58`, `Community 62`, `Community 66`, `Community 67`, `Community 68`?**
  _High betweenness centrality (0.055) - this node is a cross-community bridge._
- **Are the 82 inferred relationships involving `FlowCanvas()` (e.g. with `AdvancedFilterNode()` and `AdxNode()`) actually correct?**
  _`FlowCanvas()` has 82 INFERRED edges - model-reasoned connections that need verification._
- **What connects `ActionableMenuItem`, `IconPickerModalProps`, `NodeCategory` to the rest of the system?**
  _275 weakly-connected nodes found - possible documentation gaps or missing edges._
- **Should `Community 0` be split into smaller, more focused modules?**
  _Cohesion score 0.062146892655367235 - nodes in this community are weakly interconnected._
- **Should `Community 1` be split into smaller, more focused modules?**
  _Cohesion score 0.06852497096399536 - nodes in this community are weakly interconnected._