# Graph Report - raw-graphs/cross-repository-runtime/graphify-out  (2026-07-29)

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

## Summary
- 15 nodes · 15 edges · 5 communities (3 shown, 2 thin omitted)
- Extraction: 0% EXTRACTED · 100% INFERRED · 0% AMBIGUOUS · INFERRED: 15 edges (avg confidence: 0.95)
- Token cost: 0 input · 0 output

## Community Hubs (Navigation)
- Community 0
- Community 1
- Community 2
- Community 3
- Community 4

## God Nodes (most connected - your core abstractions)
1. `web-key-server` - 6 edges
2. `dsp-stack-ng` - 6 edges
3. `mixer-osc` - 3 edges
4. `DL48 SoC1 packagegroup` - 3 edges
5. `dsp-stack-netmedia` - 2 edges
6. `Browser GUI` - 1 edges
7. `RT1021 fader firmware` - 1 edges
8. `UAC2 kernel surface` - 1 edges
9. `SPDIF-over-I2S module` - 1 edges
10. `Debug dashboard` - 1 edges

## Surprising Connections (you probably didn't know these)
- `web-key-server` --json_serial_bridge--> `RT1021 fader firmware`  [INFERRED]
  dl48-software/web-key-server/web-key-server.cpp → dl48-fader-board/source/main.cpp
- `web-key-server` --firmware_update_control--> `Upgrade daemon`  [INFERRED]
  dl48-software/web-key-server/web-key-server.cpp → dl48-software/upgradedaemon/upgradedaemon.nim
- `UAC2 kernel surface` --candidate_internal_ethernet_audio--> `dsp-stack-ng`  [INFERRED]
  dl48-linux/drivers/usb/gadget/function/f_uac2.c → dl48-software/dsp-stack-ng/dsp-stack-main.cpp
- `SPDIF-over-I2S module` --alsa_audio_device--> `dsp-stack-ng`  [INFERRED]
  spdif-over-i2s/spdif_over_i2s.c → dl48-software/dsp-stack-ng/dsp-stack-main.cpp
- `DL48 SoC1 packagegroup` --image_contains--> `web-key-server`  [INFERRED]
  meta-rode-bsp/recipes-core/packagegroups/dl48-soc1-packagegroup.inc → dl48-software/web-key-server/web-key-server.cpp

## Communities (5 total, 2 thin omitted)

### Community 0 - "Community 0"
Cohesion: 0.40
Nodes (5): Dante DEP endpoint, dsp-stack-ng, dsp-stack-netmedia, SPDIF-over-I2S module, UAC2 kernel surface

### Community 1 - "Community 1"
Cohesion: 0.50
Nodes (4): RT1021 fader firmware, Browser GUI, Upgrade daemon, web-key-server

### Community 2 - "Community 2"
Cohesion: 0.67
Nodes (3): Debug dashboard, mixer-osc, DL48 SoC1 packagegroup

## Knowledge Gaps
- **8 isolated node(s):** `Browser GUI`, `RT1021 fader firmware`, `UAC2 kernel surface`, `SPDIF-over-I2S module`, `SB24 T527 kernel integration` (+3 more)
  These have ≤1 connection - possible missing edges or undocumented components.
- **2 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 `web-key-server` connect `Community 1` to `Community 0`?**
  _High betweenness centrality (0.060) - this node is a cross-community bridge._
- **Why does `mixer-osc` connect `Community 2` to `Community 1`?**
  _High betweenness centrality (0.016) - this node is a cross-community bridge._
- **Are the 3 inferred relationships involving `web-key-server` (e.g. with `dsp-stack-ng` and `RT1021 fader firmware`) actually correct?**
  _`web-key-server` has 3 INFERRED edges - model-reasoned connections that need verification._
- **Are the 3 inferred relationships involving `DL48 SoC1 packagegroup` (e.g. with `Debug dashboard` and `mixer-osc`) actually correct?**
  _`DL48 SoC1 packagegroup` has 3 INFERRED edges - model-reasoned connections that need verification._
- **What connects `Browser GUI`, `RT1021 fader firmware`, `UAC2 kernel surface` to the rest of the system?**
  _8 weakly-connected nodes found - possible documentation gaps or missing edges._