keep derived graphify state out of the repo

Track the graph output a fresh clone cannot regenerate (graph.json,
graph.html, GRAPH_REPORT.md, manifest.json, labels) but stop tracking the
build path, which is 109 of 118 files and 2.2 of 3.0 MB:

- cache/ holds one AST dump per source file, versioned by tool version
  (v0.9.67-s4), so every graphify upgrade adds a new directory
- the dated directories are full copies of graph.json plus labels
- cost.json is per-run LLM cost tracking

All three regenerate from `graphify update .`. This only affects tracking
going forward; the existing history in 4a1d99c and a3123ae still holds the
old blobs, and cleaning that would need filter-repo plus a force-push.

Regenerating the graph also brought the device-selection work in, but note
the community labels regressed: 13 labelled communities became 30, so the
saved labels no longer map and every community fell back to its hub node
("testing.T", "hid.go"). Traversal and queries work; navigation by community
name does not. `graphify label` needs GEMINI_API_KEY/GOOGLE_API_KEY, neither
of which is set here.

.gitignore

@@ -1,2 +1,11 @@
 .worktrees/
 /qmk-rgb-tool
+
+# Graphify: versioniert wird das Ergebnis, das ein frischer Clone sonst nicht
+# haette (graph.json, graph.html, report, manifest, labels). Nicht versioniert
+# wird der Baupfad: der AST-Cache waechst pro Tool-Version, die Datumsordner
+# sind vollstaendige Kopien, cost.json ist Laufzeit-Tracking. Beides ist mit
+# einem `graphify update .` neu erzeugbar.
+graphify-out/cache/
+graphify-out/[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]/
+graphify-out/cost.json

graphify-out/.graphify_labels.json

@@ -1 +1,32 @@
-{"0": "Zones and Effects", "1": "CLI and Commands", "2": "Protocol and State", "3": "Color and Effects Parsing", "4": "Root and Device Discovery", "5": "HID Access Layer", "6": "Zone Operations", "7": "Effect Command", "8": "Info Subsystem", "9": "Graphify Docs", "10": "Skill Instructions", "11": "Impact 80 Effects", "12": "Zone Helpers"}
+{
+  "0": "testing.T",
+  "1": "Zone",
+  "2": "LEDType",
+  "3": "profile.go",
+  "4": "rgb_test.go",
+  "5": "hid.go",
+  "6": "effects.go",
+  "7": "What You Must Do When Invoked",
+  "8": "effect_test.go",
+  "9": "info.go",
+  "10": "graphify.js",
+  "11": "opencode.json",
+  "12": "netdome.biz/paul/impact-80",
+  "13": "Agent Guidelines — QMK RGB Tool",
+  "14": "QMK RGB Tool",
+  "15": "Impact 80 Zone-Aware Lighting Effects Design",
+  "16": "/qmk-rgb",
+  "17": "Review Focus",
+  "18": "Wobkey RGB CLI — Implementation Plan",
+  "19": "graphify reference: extra exports and benchmark",
+  "20": "graphify reference: query, path, explain",
+  "21": "graphify reference: add a URL and watch a folder",
+  "22": "graphify reference: commit hook and native CLAUDE.md integration",
+  "23": "graphify reference: incremental update and cluster-only",
+  "24": "fakeTransport",
+  "25": "graphify reference: GitHub clone and cross-repo merge",
+  "26": "graphify reference: transcribe video and audio",
+  "27": "CLAUDE.md",
+  "28": ".claude/CLAUDE.md",
+  "29": "extraction-spec.md"
+}

graphify-out/.graphify_labels.json.sig

@@ -1 +1 @@
-{"0": "b3f011abe5f8595f", "1": "9d476d09dc11ede1", "2": "831d07fa9d189e34", "3": "b2b59325c7c5edd0", "4": "1bc842929f1c6d28", "5": "62ad613386e8444e", "6": "4e8b6a4a1b68595a", "7": "572859a724f897c1", "9": "62799d9a55042111", "10": "c930363ea83f4203", "11": "d71acd1404975569", "12": "c4abf0eb38ef740d", "13": "72bfef5ec64c0453", "14": "735bb4a48c356579", "15": "75efc6457f7fce22", "16": "be62daa7d5bc336a", "17": "47c3e1a9d4bb7e67", "18": "82ff39c105ae3090", "19": "54f53e5e0cc8c385", "20": "821696b1ff49347b", "21": "6e7b82d0387bf16d", "22": "2eef246ebb269184", "23": "f5edd0761d024ff0"}
+{"0": "b14c873dec3bcd4e", "1": "007dcc3d54ff23ba", "2": "a37e69060c74a211", "3": "8214ed913b0cbbc2", "4": "21668b81779fe7ef", "5": "ff52ca60688da8f3", "6": "e0b7b10c85b49d03", "7": "62ad613386e8444e", "8": "0eb69e6b751f66a6", "9": "8442965ea1d80930", "10": "d71acd1404975569", "11": "72bfef5ec64c0453", "12": "25654294a78dec29", "13": "86bf231b6b436f25", "14": "c9fa797a621d3309", "15": "dcd75b7a1b0f6994", "16": "f16ddb291be6204d", "17": "02b57aafb41fb285", "18": "90bf6b690d2e10c9", "19": "c4abf0eb38ef740d", "20": "75efc6457f7fce22", "21": "be62daa7d5bc336a", "22": "47c3e1a9d4bb7e67", "23": "82ff39c105ae3090", "24": "4e14c482a212286a", "25": "54f53e5e0cc8c385", "26": "821696b1ff49347b", "27": "6e7b82d0387bf16d", "28": "2eef246ebb269184", "29": "f5edd0761d024ff0"}

graphify-out/GRAPH_REPORT.md

@@ -1,39 +1,63 @@
 # Graph Report - qmk-rgb  (2026-09-27)
 
 ## Corpus Check
-- Corpus is ~29,342 words - fits in a single context window. You may not need a graph.
+- 56 files · ~31,956 words
+- Verdict: corpus is large enough that graph structure adds value.
+- Unclassified: 3 file(s) not represented in the graph (top: (none) 3)
 
 ## Summary
-- 242 nodes · 675 edges · 13 communities (11 shown, 2 thin omitted)
-- Extraction: 87% EXTRACTED · 13% INFERRED · 0% AMBIGUOUS · INFERRED: 90 edges (avg confidence: 0.85)
+- 432 nodes · 919 edges · 30 communities (22 shown, 8 thin omitted)
+- Extraction: 88% EXTRACTED · 12% INFERRED · 0% AMBIGUOUS · INFERRED: 106 edges (avg confidence: 0.85)
 - Token cost: 0 input · 0 output
 
+## Graph Freshness
+- Built from commit: `0557d9ac`
+- 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)
-- Zones and Effects
-- CLI and Commands
-- Protocol and State
-- Color and Effects Parsing
-- Root and Device Discovery
-- HID Access Layer
-- Zone Operations
-- Effect Command
-- Info Subsystem
-- Graphify Docs
-- Skill Instructions
-- Impact 80 Effects
-- Zone Helpers
+- testing.T
+- Zone
+- LEDType
+- profile.go
+- rgb_test.go
+- hid.go
+- effects.go
+- What You Must Do When Invoked
+- effect_test.go
+- info.go
+- graphify.js
+- opencode.json
+- netdome.biz/paul/impact-80
+- Agent Guidelines — QMK RGB Tool
+- QMK RGB Tool
+- Impact 80 Zone-Aware Lighting Effects Design
+- /qmk-rgb
+- Review Focus
+- Wobkey RGB CLI — Implementation Plan
+- graphify reference: extra exports and benchmark
+- graphify reference: query, path, explain
+- graphify reference: add a URL and watch a folder
+- graphify reference: commit hook and native CLAUDE.md integration
+- graphify reference: incremental update and cluster-only
+- fakeTransport
+- graphify reference: GitHub clone and cross-repo merge
+- graphify reference: transcribe video and audio
+- CLAUDE.md
+- .claude/CLAUDE.md
+- extraction-spec.md
 
 ## God Nodes (most connected - your core abstractions)
 1. `Zone` - 29 edges
 2. `LEDType` - 23 edges
 3. `selectedZones()` - 18 edges
 4. `AllZones()` - 16 edges
-5. `OpenDevice()` - 15 edges
-6. `ResolveEffect()` - 15 edges
-7. `init()` - 13 edges
-8. `zoneProtocol` - 11 edges
-9. `resolveEffectTargets()` - 10 edges
-10. `readInfo()` - 9 edges
+5. `ResolveEffect()` - 15 edges
+6. `OpenDevice()` - 14 edges
+7. `QMK RGB Tool` - 14 edges
+8. `init()` - 13 edges
+9. `Agent Guidelines — QMK RGB Tool` - 13 edges
+10. `Impact 80 Zone-Aware Lighting Effects Design` - 13 edges
 
 ## Surprising Connections (you probably didn't know these)
 - `NewColorCmd()` --calls--> `ParseHexColor()`  [EXTRACTED]
@@ -50,71 +74,115 @@
 ## Import Cycles
 - None detected.
 
-## Communities (13 total, 2 thin omitted)
+## Communities (30 total, 8 thin omitted)
 
-### Community 0 - "Zones and Effects"
-Cohesion: 0.09
-Nodes (31): TestInfoCommandPrintsJSONBeforeReturningError(), TestInfoErrorRecord(), TestInfoSuccessfulRecord(), newRootCommand(), TestRootCommandSuppressesCobraErrorAndUsage(), lightingEnabled(), TestDeviceFlagIsInheritedByCommands(), TestLightingEnabledRequiresActiveEffectAndBrightness() (+23 more)
+### Community 0 - "testing.T"
+Cohesion: 0.07
+Nodes (61): TestInfoCommandPrintsJSONBeforeReturningError(), TestInfoErrorRecord(), TestInfoSuccessfulRecord(), runRealKeyboardInfo(), stubDiscovery(), TestKeyboardInfoEmitsEmptyArrayNotNull(), TestKeyboardInfoEmitsIndentedJSON(), TestKeyboardInfoPropagatesDiscoveryError() (+53 more)
 
-### Community 1 - "CLI and Commands"
-Cohesion: 0.13
-Nodes (27): TestZoneChannels(), zoneChannels(), AllZones(), DefaultEffect(), EffectName(), Impact80EffectName(), impact80EffectNames(), ParseImpact80Effect() (+19 more)
+### Community 1 - "Zone"
+Cohesion: 0.11
+Nodes (37): TestSelectedChannelOperations(), disableLightingOnZones(), enableLightingOnZones(), forEachSelectedZone(), setBrightnessOnZones(), setColorOnZones(), setModeOnZones(), setSpeedOnZones() (+29 more)
 
-### Community 2 - "Protocol and State"
+### Community 2 - "LEDType"
 Cohesion: 0.12
 Nodes (10): TestSelectedChannelStopsOnFirstError(), LEDType, Protocol, New(), commandReport, fakeInfoProtocol, fakeZoneProtocol, infoKey (+2 more)
 
-### Community 3 - "Color and Effects Parsing"
+### Community 3 - "profile.go"
 Cohesion: 0.18
-Nodes (25): NewBrightnessCmd(), NewColorCmd(), NewDisableCmd(), NewEnableCmd(), NewInfoCmd(), init(), NewModeCmd(), applyProfileToProfile() (+17 more)
+Nodes (14): applyProfileToProfile(), DeleteProfile(), hexToHSV(), ListProfiles(), LoadProfile(), loadProfileFromDevice(), NewProfileDeleteCmd(), NewProfileListCmd() (+6 more)
 
-### Community 4 - "Root and Device Discovery"
-Cohesion: 0.18
-Nodes (15): Execute(), main(), go_pkg_encoding_json, go_pkg_fmt, go_pkg_github_com_spf13_cobra, go_pkg_os, go_pkg_path_filepath, Discover() (+7 more)
+### Community 4 - "rgb_test.go"
+Cohesion: 0.13
+Nodes (31): NewBrightnessCmd(), NewColorCmd(), NewDisableCmd(), listAllEffects(), NewEffectCmd(), runEffectSet(), NewEnableCmd(), NewInfoCmd() (+23 more)
 
-### Community 5 - "HID Access Layer"
+### Community 5 - "hid.go"
 Cohesion: 0.18
 Nodes (12): go_pkg_github_com_sstallion_go_hid, go_pkg_sync, go_pkg_time, Device, DeviceInfo, DevicesInfo, DiscoverAll(), ensureInit() (+4 more)
 
-### Community 6 - "Zone Operations"
-Cohesion: 0.16
-Nodes (13): go_pkg_math, go_pkg_strconv, ParseEffect(), ParseHexColor(), TestColorToHSV(), TestEffectString(), TestParseEffect(), TestParseHexColor() (+5 more)
+### Community 6 - "effects.go"
+Cohesion: 0.17
+Nodes (12): go_pkg_math, ParseEffect(), ParseHexColor(), TestColorToHSV(), TestEffectString(), TestParseEffect(), TestParseHexColor(), TestQMKValueIDs() (+4 more)
+
+### Community 7 - "What You Must Do When Invoked"
+Cohesion: 0.08
+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)
 
-### Community 7 - "Effect Command"
+### Community 8 - "effect_test.go"
 Cohesion: 0.31
-Nodes (11): TestSelectedChannelOperations(), disableLightingOnZones(), enableLightingOnZones(), forEachSelectedZone(), setBrightnessOnZones(), setColorOnZones(), setModeOnZones(), setSpeedOnZones() (+3 more)
+Nodes (10): resolveEffectTargets(), executeEffectCommand(), TestEffectCommandRejectsBeforeOpeningProtocol(), TestEffectCommandSuppressesSuccessAfterLaterWriteFailure(), TestEffectCommandWarnsForSkippedZones(), TestResolveEffectTargetsBacklightOnly(), TestResolveEffectTargetsBreathing(), TestResolveEffectTargetsExplicitUnsupported() (+2 more)
 
-### Community 8 - "Info Subsystem"
-Cohesion: 0.23
-Nodes (14): listAllEffects(), NewEffectCmd(), resolveEffectTargets(), runEffectSet(), executeEffectCommand(), TestEffectCommandRejectsBeforeOpeningProtocol(), TestEffectCommandSuppressesSuccessAfterLaterWriteFailure(), TestEffectCommandWarnsForSkippedZones() (+6 more)
+### Community 9 - "info.go"
+Cohesion: 0.36
+Nodes (9): getInfoValue(), readInfo(), readZoneInfo(), lightingEnabled(), TestLightingEnabledRequiresActiveEffectAndBrightness(), infoColor, infoGetter, infoOutput (+1 more)
 
-### Community 9 - "Graphify Docs"
-Cohesion: 0.50
-Nodes (7): getInfoValue(), readInfo(), readZoneInfo(), infoColor, infoGetter, infoOutput, zoneInfo
-
-### Community 10 - "Skill Instructions"
+### Community 10 - "graphify.js"
 Cohesion: 0.40
 Nodes (3): IMPORTANT: keep the reminder string free of backticks and $(...) constructs., ref_fs, ref_path
 
+### Community 13 - "Agent Guidelines — QMK RGB Tool"
+Cohesion: 0.09
+Nodes (21): Agent Guidelines — QMK RGB Tool, Architecture, CLI Interface, Code vs Documentation, Concurrency, Consistency, Constraints, Device Selection (+13 more)
+
+### Community 14 - "QMK RGB Tool"
+Cohesion: 0.10
+Nodes (19): Architecture, CLI Reference, Compatibility Aliases, Effect Behavior, Features, Impact 80 Zones and Effects, Installation, Known Keyboards (+11 more)
+
+### Community 15 - "Impact 80 Zone-Aware Lighting Effects Design"
+Cohesion: 0.14
+Nodes (13): Acceptance criteria, CLI behavior, Component boundaries, Effect catalog, Error handling, Goals, Impact 80 Zone-Aware Lighting Effects Design, Info output (+5 more)
+
+### Community 16 - "/qmk-rgb"
+Cohesion: 0.17
+Nodes (11): 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 (+3 more)
+
+### Community 17 - "Review Focus"
+Cohesion: 0.18
+Nodes (10): Execution Handoff — 2026-09-25, Global Constraints, Impact 80 Zone-Aware Lighting Effects Implementation Plan, Review Focus, Task 1: Build the Zone and Effect Profile Domain, Task 2: Add Zone Selection to the RGB Command Layer, Task 3: Make Effect Resolution Zone-Aware, Task 4: Route All RGB Commands Through the Selected Zones (+2 more)
+
+### Community 18 - "Wobkey RGB CLI — Implementation Plan"
+Cohesion: 0.18
+Nodes (10): Continue With Hardware, Cross-Platform HID Backends, Effect Families, Handoff Status, Hardware Environment, Open Issues, Status, Verification (+2 more)
+
+### Community 19 - "graphify reference: extra exports and benchmark"
+Cohesion: 0.22
+Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if --wiki flag), Step 7 - Neo4j export (only if --neo4j or --neo4j-push flag), Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag), Step 7b - SVG export (only if --svg flag), Step 7c - GraphML export (only if --graphml flag), Step 7d - MCP server (only if --mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000)
+
+### Community 20 - "graphify reference: query, path, explain"
+Cohesion: 0.33
+Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal
+
+### Community 21 - "graphify reference: add a URL and watch a folder"
+Cohesion: 0.50
+Nodes (3): For /graphify add, For --watch, graphify reference: add a URL and watch a folder
+
+### Community 22 - "graphify reference: commit hook and native CLAUDE.md integration"
+Cohesion: 0.50
+Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration
+
+### Community 23 - "graphify reference: incremental update and cluster-only"
+Cohesion: 0.50
+Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only
+
 ## Knowledge Gaps
-- **4 isolated node(s):** `$schema`, `plugin`, `netdome.biz/paul/impact-80`, `LEDParam`
-  These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 32 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
-- **2 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
+- **117 isolated node(s):** `$schema`, `plugin`, `netdome.biz/paul/impact-80`, `LEDParam`, `graphify` (+112 more)
+  These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 163 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
+- **8 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 `LEDType` connect `Protocol and State` to `CLI and Commands`, `Color and Effects Parsing`, `Effect Command`, `Info Subsystem`, `Graphify Docs`?**
-  _High betweenness centrality (0.084) - this node is a cross-community bridge._
-- **Why does `Zone` connect `CLI and Commands` to `Info Subsystem`, `Graphify Docs`, `Color and Effects Parsing`, `Effect Command`?**
-  _High betweenness centrality (0.050) - this node is a cross-community bridge._
+- **Why does `LEDType` connect `LEDType` to `info.go`, `profile.go`, `rgb_test.go`, `Zone`?**
+  _High betweenness centrality (0.029) - this node is a cross-community bridge._
+- **Why does `Zone` connect `Zone` to `effect_test.go`, `info.go`, `profile.go`, `rgb_test.go`?**
+  _High betweenness centrality (0.017) - this node is a cross-community bridge._
 - **Are the 3 inferred relationships involving `Zone` (e.g. with `TestImpact80DefaultEffects()` and `TestImpact80LogoAndSideCatalog()`) actually correct?**
   _`Zone` has 3 INFERRED edges - model-reasoned connections that need verification._
 - **Are the 14 inferred relationships involving `selectedZones()` (e.g. with `NewBrightnessCmd()` and `NewColorCmd()`) actually correct?**
   _`selectedZones()` has 14 INFERRED edges - model-reasoned connections that need verification._
-- **Are the 4 inferred relationships involving `AllZones()` (e.g. with `TestAllImpact80Zones()` and `TestImpact80ResolveAliases()`) actually correct?**
-  _`AllZones()` has 4 INFERRED edges - model-reasoned connections that need verification._
 - **What connects `$schema`, `plugin`, `netdome.biz/paul/impact-80` to the rest of the system?**
-  _4 weakly-connected nodes found - possible documentation gaps or missing edges._
-- **Should `Zones and Effects` be split into smaller, more focused modules?**
-  _Cohesion score 0.0931174089068826 - nodes in this community are weakly interconnected._
+  _117 weakly-connected nodes found - possible documentation gaps or missing edges._
+- **Should `testing.T` be split into smaller, more focused modules?**
+  _Cohesion score 0.06881287726358148 - nodes in this community are weakly interconnected._
+- **Should `Zone` be split into smaller, more focused modules?**
+  _Cohesion score 0.10730804810360776 - nodes in this community are weakly interconnected._

graphify-out/manifest.json

@@ -24,22 +24,22 @@
     "semantic_hash": "667318b32f457dbd78b6370fc046b697"
   },
   "internal/device/device.go": {
-    "mtime": 1790413965.3489175,
-    "seen": 1790463814.468554,
-    "ast_hash": "c4c1e3fa7bce5e21aa5106694ae42e3e",
-    "semantic_hash": "c4c1e3fa7bce5e21aa5106694ae42e3e"
+    "mtime": 1790468380.873952,
+    "seen": 1790468659.6437902,
+    "ast_hash": "2abb49129ce31f4cc847470824de7806",
+    "semantic_hash": ""
   },
   "internal/device/device_test.go": {
-    "mtime": 1790409901.7712643,
-    "seen": 1790463814.4685545,
-    "ast_hash": "a7f7020d4c2372dc7b53393bf93ce17f",
-    "semantic_hash": "a7f7020d4c2372dc7b53393bf93ce17f"
+    "mtime": 1790468375.9878502,
+    "seen": 1790468659.643791,
+    "ast_hash": "6eb92b02a1a9905fa197b11626ad55a1",
+    "semantic_hash": ""
   },
   "internal/hid/hid.go": {
-    "mtime": 1790409901.7712643,
-    "seen": 1790463814.468555,
-    "ast_hash": "1b39dbc96c3b8c28455681e13dc2b0ee",
-    "semantic_hash": "1b39dbc96c3b8c28455681e13dc2b0ee"
+    "mtime": 1790465543.783464,
+    "seen": 1790468659.6437914,
+    "ast_hash": "95263dae143320f835e84cbb9137dcf5",
+    "semantic_hash": ""
   },
   "internal/hid/hid_test.go": {
     "mtime": 1790409901.7712643,
@@ -60,16 +60,16 @@
     "semantic_hash": "c858a795e2c6c048163863ae3d966a28"
   },
   "internal/via/protocol.go": {
-    "mtime": 1790412042.5711646,
-    "seen": 1790463814.468558,
-    "ast_hash": "dca62fa63702074da1421a389ee36884",
-    "semantic_hash": "dca62fa63702074da1421a389ee36884"
+    "mtime": 1790467849.7261906,
+    "seen": 1790468659.643795,
+    "ast_hash": "2b7a955bd208c46657da65dfc34fb121",
+    "semantic_hash": ""
   },
   "keyboards.json": {
-    "mtime": 1790409901.3908472,
-    "seen": 1790463814.468559,
-    "ast_hash": "ca7f6e2644c991a791601d720d1cabc5",
-    "semantic_hash": "ca7f6e2644c991a791601d720d1cabc5"
+    "mtime": 1790468387.5360913,
+    "seen": 1790468659.6437962,
+    "ast_hash": "e9350845fe6cc2147d39e65f7b4546da",
+    "semantic_hash": ""
   },
   ".claude/CLAUDE.md": {
     "mtime": 1790285586.896331,
@@ -132,9 +132,9 @@
     "semantic_hash": "9378bd03d56baaf78bd738ab3848f142"
   },
   "AGENTS.md": {
-    "mtime": 1790290089.1921434,
-    "seen": 1790290149.8498905,
-    "ast_hash": "31147fb72b6d08bf2351c49df6446076",
+    "mtime": 1790468390.0561445,
+    "seen": 1790468659.6438057,
+    "ast_hash": "cef31efd28c663cf3973a19e116537e0",
     "semantic_hash": ""
   },
   "CLAUDE.md": {
@@ -144,15 +144,15 @@
     "semantic_hash": "82efb97a359f5c7290bf2513d14686be"
   },
   "PLAN.md": {
-    "mtime": 1790290107.5442197,
-    "seen": 1790290149.849892,
-    "ast_hash": "ee0fcd921bf4a65c17d8f72d5e2eb7bd",
+    "mtime": 1790409901.7503922,
+    "seen": 1790468659.643807,
+    "ast_hash": "398b09d6d3178a6e7ed8720d7b91ed9b",
     "semantic_hash": ""
   },
   "README.md": {
-    "mtime": 1790290080.1261058,
-    "seen": 1790290149.8498924,
-    "ast_hash": "669d70c4b6be539f745beacd0e053877",
+    "mtime": 1790468186.1682353,
+    "seen": 1790468659.6438074,
+    "ast_hash": "dd4f07c81ec6387fb226b453cab2cc93",
     "semantic_hash": ""
   },
   "internal/via/protocol_test.go": {
@@ -162,16 +162,16 @@
     "semantic_hash": "62d869768f0ea68365efac25bcbe002c"
   },
   "cmd/qmk-rgb-tool/brightness.go": {
-    "mtime": 1790413318.3056927,
-    "seen": 1790463814.4685416,
-    "ast_hash": "5b81faaae9c1384de8ab419c5f7faee3",
-    "semantic_hash": "5b81faaae9c1384de8ab419c5f7faee3"
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