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# Graph Report - qmk-rgb (2026-09-27)
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## Corpus Check
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-- 61 files · ~32,479 words
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+- 63 files · ~33,138 words
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- Verdict: corpus is large enough that graph structure adds value.
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- Unclassified: 3 file(s) not represented in the graph (top: (none) 3)
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## Summary
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-- 462 nodes · 1094 edges · 28 communities (20 shown, 8 thin omitted)
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-- Extraction: 87% EXTRACTED · 13% INFERRED · 0% AMBIGUOUS · INFERRED: 141 edges (avg confidence: 0.85)
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+- 468 nodes · 1112 edges · 28 communities (21 shown, 7 thin omitted)
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+- Extraction: 87% EXTRACTED · 13% INFERRED · 0% AMBIGUOUS · INFERRED: 142 edges (avg confidence: 0.85)
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- Token cost: 0 input · 0 output
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## Graph Freshness
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-- Built from commit: `2be46d6b`
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+- Built from commit: `407d52b7`
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- Run `git rev-parse HEAD` and compare to check if the graph is stale.
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- Run `graphify update .` after code changes (no API cost).
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@@ -31,6 +31,7 @@
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- netdome.biz/paul/qmk-rgb
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- Agent Guidelines — QMK RGB Tool
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- QMK RGB Tool
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+- profile_list_test.go
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- /qmk-rgb
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- Wobkey RGB CLI — Implementation Plan
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- graphify reference: extra exports and benchmark
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@@ -38,7 +39,6 @@
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- graphify reference: add a URL and watch a folder
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- graphify reference: commit hook and native CLAUDE.md integration
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- graphify reference: incremental update and cluster-only
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-- fakeTransport
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- graphify reference: GitHub clone and cross-repo merge
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- graphify reference: transcribe video and audio
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- CLAUDE.md
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@@ -52,63 +52,63 @@
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4. `AllZones()` - 17 edges
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5. `ResolveEffect()` - 15 edges
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6. `QMK RGB Tool` - 15 edges
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-7. `Agent Guidelines — QMK RGB Tool` - 14 edges
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-8. `init()` - 13 edges
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-9. `NewBrightnessCmd()` - 12 edges
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-10. `OpenDevice()` - 12 edges
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+7. `init()` - 13 edges
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+8. `NewBrightnessCmd()` - 12 edges
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+9. `OpenDevice()` - 12 edges
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+10. `selectDevice()` - 12 edges
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## Surprising Connections (you probably didn't know these)
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-- `deviceInfoOutput` --references--> `Device` [EXTRACTED]
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- cmd/qmk-rgb-tool/keyboard_info_test.go → internal/device/device.go
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- `runBrightness()` --references--> `LEDType` [EXTRACTED]
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cmd/qmk-rgb-tool/brightness_summary_test.go → internal/via/protocol.go
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+- `appliedFor()` --references--> `LEDType` [EXTRACTED]
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+ cmd/qmk-rgb-tool/brightness_verify_test.go → internal/via/protocol.go
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- `TestSetBrightnessVerifiedReadsBackEveryZone()` --calls--> `AllZones()` [EXTRACTED]
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cmd/qmk-rgb-tool/brightness_verify_test.go → internal/rgb/impact80.go
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- `NewColorCmd()` --calls--> `ParseHexColor()` [EXTRACTED]
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cmd/qmk-rgb-tool/color.go → internal/rgb/effects.go
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-- `resolveEffectTargets()` --references--> `Zone` [EXTRACTED]
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- cmd/qmk-rgb-tool/effect.go → internal/rgb/impact80.go
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+- `TestSelectedChannelStopsOnFirstError()` --calls--> `AllZones()` [EXTRACTED]
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+ cmd/qmk-rgb-tool/commands_test.go → internal/rgb/impact80.go
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## Import Cycles
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- None detected.
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-## Communities (28 total, 8 thin omitted)
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+## Communities (28 total, 7 thin omitted)
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### Community 0 - "device.go"
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-Cohesion: 0.13
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-Nodes (30): formatDeviceList(), selectDevice(), testDevices(), TestFormatDeviceList(), TestSelectDeviceByIndex(), TestSelectDeviceEmptySelectorRejectsMultiple(), TestSelectDeviceEmptySelectorRejectsNone(), TestSelectDeviceEmptySelectorRequiresSingle() (+22 more)
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+Cohesion: 0.10
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+Nodes (38): runRealKeyboardInfo(), stubDiscovery(), TestKeyboardInfoEmitsEmptyArrayNotNull(), TestKeyboardInfoEmitsIndentedJSON(), TestKeyboardInfoPropagatesDiscoveryError(), TestKeyboardInfoWritesOnlyJSON(), formatDeviceList(), selectDevice() (+30 more)
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### Community 1 - "impact80.go"
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-Cohesion: 0.09
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-Nodes (37): TestSelectedChannelStopsOnFirstError(), listAllEffects(), NewEffectCmd(), resolveEffectTargets(), runEffectSet(), executeEffectCommand(), TestEffectCommandRejectsBeforeOpeningProtocol(), TestEffectCommandSuppressesSuccessAfterLaterWriteFailure() (+29 more)
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+Cohesion: 0.10
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+Nodes (35): listAllEffects(), NewEffectCmd(), resolveEffectTargets(), runEffectSet(), executeEffectCommand(), TestEffectCommandRejectsBeforeOpeningProtocol(), TestEffectCommandSuppressesSuccessAfterLaterWriteFailure(), TestEffectCommandWarnsForSkippedZones() (+27 more)
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### Community 2 - "LEDType"
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Cohesion: 0.10
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-Nodes (12): appliedFor(), TestBrightnessCommandStaysQuietWhenApplied(), TestSetBrightnessVerifiedReadsBackEveryZone(), LEDType, Protocol, commandReport, fakeInfoProtocol, fakeZoneProtocol (+4 more)
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+Nodes (11): TestSelectedChannelStopsOnFirstError(), LEDType, Protocol, New(), commandReport, fakeInfoProtocol, fakeZoneProtocol, infoKey (+3 more)
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### Community 3 - "Zone"
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-Cohesion: 0.18
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-Nodes (23): TestSetBrightnessVerifiedPropagatesReadError(), TestSetBrightnessVerifiedReportsAppliedValue(), TestSelectedChannelOperations(), anyMismatch(), disableLightingOnZones(), enableLightingOnZones(), forEachSelectedZone(), setBrightnessOnZones() (+15 more)
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+Cohesion: 0.21
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+Nodes (20): TestSelectedChannelOperations(), anyMismatch(), disableLightingOnZones(), enableLightingOnZones(), forEachSelectedZone(), setBrightnessOnZones(), setBrightnessVerified(), setColorOnZones() (+12 more)
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### Community 4 - "profile.go"
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Cohesion: 0.10
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Nodes (39): TestOneArgCommandsKeepTheirArity(), TestZeroArgCommandsAcceptNoArgs(), TestZeroArgCommandsRejectStrayTokens(), NewBrightnessCmd(), NewColorCmd(), NewDisableCmd(), NewEnableCmd(), NewInfoCmd() (+31 more)
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### Community 5 - "hid.go"
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-Cohesion: 0.17
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-Nodes (13): go_pkg_github_com_sstallion_go_hid, go_pkg_sync, go_pkg_time, Device, DeviceInfo, DevicesInfo, DiscoverAll(), ensureInit() (+5 more)
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+Cohesion: 0.18
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+Nodes (12): go_pkg_github_com_sstallion_go_hid, go_pkg_sync, go_pkg_time, Device, DeviceInfo, DevicesInfo, DiscoverAll(), ensureInit() (+4 more)
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### Community 6 - "effects.go"
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-Cohesion: 0.13
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-Nodes (18): sameZones(), TestFilterZonesDoesNotAddMissingZones(), TestFilterZonesDoesNotMutateInput(), TestFilterZonesKeepsOnlyTheSelection(), filterZones(), go_pkg_math, go_pkg_strconv, ParseEffect() (+10 more)
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+Cohesion: 0.19
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+Nodes (12): sameZones(), TestFilterZonesDoesNotAddMissingZones(), TestFilterZonesDoesNotMutateInput(), TestFilterZonesKeepsOnlyTheSelection(), filterZones(), go_pkg_math, ParseEffect(), ParseHexColor() (+4 more)
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### Community 7 - "What You Must Do When Invoked"
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Cohesion: 0.08
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Nodes (24): For /graphify add and --watch, For /graphify query, For the commit hook and native CLAUDE.md integration, For --update and --cluster-only, /graphify, Honesty Rules, Interpreter guard for subcommands, Part A - Structural extraction for code files (+16 more)
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### Community 8 - "testing.T"
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-Cohesion: 0.07
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-Nodes (55): runBrightness(), TestBrightnessReportsPlainMessageWhenAllZonesMatch(), TestBrightnessSummarisesAppliedValuesOnMismatch(), TestBrightnessSummarisesASingleMismatchingZone(), TestBrightnessSummaryNamesOnlySelectedZones(), TestDeviceFlagUsageDescribesANumberNotAPath(), TestFlagUsageHasNoValuePlaceholder(), TestZoneFlagUsageListsEveryZone() (+47 more)
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+Cohesion: 0.06
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+Nodes (60): TestAgentsDocDoesNotDuplicateTheCommandTable(), TestAgentsDocDoesNotDuplicateTheEffectCatalog(), TestAgentsDocTellsAgentsToReadTheReadme(), runBrightness(), TestBrightnessReportsPlainMessageWhenAllZonesMatch(), TestBrightnessSummarisesAppliedValuesOnMismatch(), TestBrightnessSummarisesASingleMismatchingZone(), TestBrightnessSummaryNamesOnlySelectedZones() (+52 more)
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### Community 9 - "info.go"
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Cohesion: 0.36
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@@ -119,13 +119,17 @@ Cohesion: 0.40
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Nodes (3): IMPORTANT: keep the reminder string free of backticks and $(...) constructs., ref_fs, ref_path
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### Community 13 - "Agent Guidelines — QMK RGB Tool"
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-Cohesion: 0.09
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-Nodes (22): Agent Guidelines — QMK RGB Tool, Architecture, CLI Interface, Code vs Documentation, Concurrency, Consistency, Constraints, Device Selection (+14 more)
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+Cohesion: 0.10
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+Nodes (19): Agent Guidelines — QMK RGB Tool, Architecture, Code vs Documentation, Concurrency, Consistency, Constraints, Device Selection, Error Handling (+11 more)
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### Community 14 - "QMK RGB Tool"
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Cohesion: 0.10
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Nodes (20): Architecture, Brightness and Speed Are Not Applied Verbatim, CLI Reference, Compatibility Aliases, Effect Behavior, Features, Impact 80 Zones and Effects, Installation (+12 more)
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+### Community 15 - "profile_list_test.go"
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+Cohesion: 0.46
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+Nodes (7): runProfileList(), TestProfileListEmitsJSONWithoutProfiles(), TestProfileListEmitsJSONWithProfiles(), TestProfileListUsesTheSharedJSONShape(), withProfilesDir(), go_pkg_path_filepath, profileListOutput
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+
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### Community 16 - "/qmk-rgb"
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Cohesion: 0.15
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Nodes (12): 1. First, get the tool's own help, 2. If the tool is not built or no keyboard is connected, 3. When a user wants to change something, 4. Profiles, Compatibility aliases, How to answer, Known limitations, /qmk-rgb (+4 more)
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@@ -155,9 +159,9 @@ Cohesion: 0.50
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Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only
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## Knowledge Gaps
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-- **101 isolated node(s):** `$schema`, `plugin`, `profileListOutput`, `netdome.biz/paul/qmk-rgb`, `LEDParam` (+96 more)
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- These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 145 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
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-- **8 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
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+- **99 isolated node(s):** `$schema`, `plugin`, `profileListOutput`, `netdome.biz/paul/qmk-rgb`, `LEDParam` (+94 more)
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+ These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 144 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
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+- **7 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
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## Suggested Questions
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_Questions this graph is uniquely positioned to answer:_
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@@ -165,14 +169,14 @@ _Questions this graph is uniquely positioned to answer:_
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- **Why does `LEDType` connect `LEDType` to `impact80.go`, `Zone`, `profile.go`, `testing.T`, `info.go`?**
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_High betweenness centrality (0.049) - this node is a cross-community bridge._
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- **Why does `Zone` connect `Zone` to `impact80.go`, `profile.go`, `info.go`, `effects.go`?**
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- _High betweenness centrality (0.023) - this node is a cross-community bridge._
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+ _High betweenness centrality (0.022) - this node is a cross-community bridge._
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- **Are the 3 inferred relationships involving `Zone` (e.g. with `TestImpact80DefaultEffects()` and `TestImpact80LogoAndSideCatalog()`) actually correct?**
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_`Zone` has 3 INFERRED edges - model-reasoned connections that need verification._
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- **Are the 18 inferred relationships involving `selectedZones()` (e.g. with `NewBrightnessCmd()` and `NewColorCmd()`) actually correct?**
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_`selectedZones()` has 18 INFERRED edges - model-reasoned connections that need verification._
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- **What connects `$schema`, `plugin`, `profileListOutput` to the rest of the system?**
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- _101 weakly-connected nodes found - possible documentation gaps or missing edges._
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+ _99 weakly-connected nodes found - possible documentation gaps or missing edges._
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- **Should `device.go` be split into smaller, more focused modules?**
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- _Cohesion score 0.1265597147950089 - nodes in this community are weakly interconnected._
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+ _Cohesion score 0.10077519379844961 - nodes in this community are weakly interconnected._
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- **Should `impact80.go` be split into smaller, more focused modules?**
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- _Cohesion score 0.09292929292929293 - nodes in this community are weakly interconnected._
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+ _Cohesion score 0.09872241579558652 - nodes in this community are weakly interconnected._
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