Graph Report - felipecsalgado.github.io (2026-06-21)

Corpus Check

• 100 files · ~723,469 words
• Verdict: corpus is large enough that graph structure adds value.

Summary

• 700 nodes · 737 edges · 183 communities (115 shown, 68 thin omitted)
• Extraction: 81% EXTRACTED · 19% INFERRED · 0% AMBIGUOUS · INFERRED: 137 edges (avg confidence: 0.88)
• Token cost: 0 input · 0 output

Graph Freshness

• Built from commit: f20ce2bf
• 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_jQuery Core Library

  jQuery Core Library]]

• [[_COMMUNITY_Markdown Demo Page

  Markdown Demo Page]]

• [[_COMMUNITY_Graphify Knowledge Graph

  Graphify Knowledge Graph]]

• [[_COMMUNITY_Main JS Bundle (Minified)

  Main JS Bundle (Minified)]]

• [[_COMMUNITY_Tables

  Tables]]

• [[_COMMUNITY_Jekyll Site Configuration

  Jekyll Site Configuration]]

• [[_COMMUNITY_Sticky Fill Polyfill

  Sticky Fill Polyfill]]

• [[_COMMUNITY_NPM Package Metadata

  NPM Package Metadata]]

• [[_COMMUNITY_Photon Attenuation Calculator

  Photon Attenuation Calculator]]

• [[_COMMUNITY_Physics Research & Career

  Physics Research & Career]]

• [[_COMMUNITY_Felipe Salgado CV

  Felipe Salgado CV]]

• [[_COMMUNITY_Education

  Education]]

• [[_COMMUNITY_Publication & SF-QED Diagrams

  Publication & SF-QED Diagrams]]

• [[_COMMUNITY_exports

  exports]]

• [[_COMMUNITY_Markdown Generator README

  Markdown Generator README]]

• [[_COMMUNITY_DG645 Controller App Screenshot

  DG645 Controller App Screenshot]]

• [[_COMMUNITY_Bug Fix

  Bug Fix]]

• [[_COMMUNITY_Talk Map Visualization

  Talk Map Visualization]]

• [[_COMMUNITY_query

  query]]

• [[_COMMUNITY_JavaScript Plugins & Assets

  JavaScript Plugins & Assets]]

• [[_COMMUNITY_Jekyll Comments System

  Jekyll Comments System]]

• [[_COMMUNITY_Terms of Use Page

  Terms of Use Page]]

• [[_COMMUNITY_README

  README]]

• [[_COMMUNITY_Jekyll HTML Head & Analytics

  Jekyll HTML Head & Analytics]]

• [[_COMMUNITY_Markdown Generator (Patents)

  Markdown Generator (Patents)]]

• [[_COMMUNITY_Markdown Generator (Publications)

  Markdown Generator (Publications)]]

• [[_COMMUNITY_add-watch

  add-watch]]

• [[_COMMUNITY_hooks

  hooks]]

• [[_COMMUNITY_update

  update]]

• [[_COMMUNITY_Site Image Manifest

  Site Image Manifest]]

• [[_COMMUNITY_Author Profile & Sidebar

  Author Profile & Sidebar]]

• [[_COMMUNITY_Research Laser-Driven Particle Accel…

  Research: Laser-Driven Particle Accel…]]

• [[_COMMUNITY_Font Awesome Icon Fonts

  Font Awesome Icon Fonts]]

• [[_COMMUNITY_Poster 2022 - ICUIL Prize

  Poster 2022 - ICUIL Prize]]

• [[_COMMUNITY_Markdown Generator (Posters)

  Markdown Generator (Posters)]]

• [[_COMMUNITY_Markdown Generator (Talks)

  Markdown Generator (Talks)]]

• [[_COMMUNITY_github-and-merge

  github-and-merge]]

• [[_COMMUNITY_transcribe

  transcribe]]

• [[_COMMUNITY_Ruby Gemfile Dependencies

  Ruby Gemfile Dependencies]]

• [[_COMMUNITY_Graphify Config Files

  Graphify Config Files]]

• [[_COMMUNITY_Site Footer Include

  Site Footer Include]]

• [[_COMMUNITY_Google Analytics Integration

  Google Analytics Integration]]

• [[_COMMUNITY_4-DG-delay-box

  4-DG-delay-box]]

• [[_COMMUNITY_extraction-spec

  extraction-spec]]

• [[_COMMUNITY_graphify

  graphify]]

• [[_COMMUNITY_graphify

  graphify]]

• [[_COMMUNITY_Collapse JS Plugin

  Collapse JS Plugin]]

• [[_COMMUNITY_Smooth Scroll Plugin

  Smooth Scroll Plugin]]

• [[_COMMUNITY_Layout Comments Thread

  Layout Comments Thread]]

• [[_COMMUNITY_Jekyll Sample Comments

  Jekyll Sample Comments]]

• [[_COMMUNITY_NIST XCOM Database - Mass Attenuation…

  NIST XCOM Database - Mass Attenuation…]]

• [[_COMMUNITY_Git Ignore Config

  Git Ignore Config]]

• [[_COMMUNITY_GitHub Pages No-Jekyll

  GitHub Pages No-Jekyll]]

• [[_COMMUNITY_Jekyll Website Configuration

  Jekyll Website Configuration]]

• [[_COMMUNITY_Draft Blog Post

  Draft Blog Post]]

• [[_COMMUNITY_android-chrome-192x192.png UIBrandin…

  android-chrome-192x192.png UI/Brandin…]]

• [[_COMMUNITY_apple-touch-icon-57x57.png UIBrandin…

  apple-touch-icon-57x57.png UI/Brandin…]]

• [[_COMMUNITY_favicon-16x16.png UIBranding Asset

  favicon-16x16.png UI/Branding Asset]]

• [[_COMMUNITY_mstile-144x144.png UIBranding Asset

  mstile-144x144.png UI/Branding Asset]]

• [[_COMMUNITY_Placeholder Image

  Placeholder Image]]

• [[_COMMUNITY_Abstract Background Image

  Abstract Background Image]]

• [[_COMMUNITY_Stock Photo

  Stock Photo]]

• [[_COMMUNITY_CV Archive Include

  CV Archive Include]]

• [[_COMMUNITY_Research Archive Include

  Research Archive Include]]

• [[_COMMUNITY_Archive Single Include

  Archive Single Include]]

• [[_COMMUNITY_Publication Archive Include

  Publication Archive Include]]

• [[_COMMUNITY_Research Post Archive Template

  Research Post Archive Template]]

• [[_COMMUNITY_Talk Archive Include

  Talk Archive Include]]

• [[_COMMUNITY_Breadcrumbs Include

  Breadcrumbs Include]]

• [[_COMMUNITY_Category List Include

  Category List Include]]

• [[_COMMUNITY_Custom Comments Include

  Custom Comments Include]]

• [[_COMMUNITY_Page Hero Include

  Page Hero Include]]

• [[_COMMUNITY_Page Taxonomy Include

  Page Taxonomy Include]]

• [[_COMMUNITY_Paginator Include

  Paginator Include]]

• [[_COMMUNITY_Post Pagination Include

  Post Pagination Include]]

• [[_COMMUNITY_Read Time Include

  Read Time Include]]

• [[_COMMUNITY_Social Share Include

  Social Share Include]]

• [[_COMMUNITY_Tag List Include

  Tag List Include]]

• [[_COMMUNITY_Talks Collection Layout

  Talks Collection Layout]]

• [[_COMMUNITY_Site License

  Site License]]

• [[_COMMUNITY_Category Archive Page

  Category Archive Page]]

• [[_COMMUNITY_Collection Archive Page

  Collection Archive Page]]

• [[_COMMUNITY_Poster 2018 (SF-QED)

  Poster 2018 (SF-QED)]]

• [[_COMMUNITY_Poster 2019 (LWFA)

  Poster 2019 (LWFA)]]

• [[_COMMUNITY_Poster 2019 (Detector)

  Poster 2019 (Detector)]]

• [[_COMMUNITY_Blog Post 2012

  Blog Post 2012]]

• [[_COMMUNITY_Photon-Photon Scattering 2025

  Photon-Photon Scattering 2025]]

• [[_COMMUNITY_Site README

  Site README]]

• [[_COMMUNITY_Environment Instructions Rule

  Environment Instructions Rule]]

• [[_COMMUNITY_Conference Talk 2023a

  Conference Talk 2023a]]

• [[_COMMUNITY_Conference Talk 2023b

  Conference Talk 2023b]]

• [[_COMMUNITY_Community 139

  Community 139]]

• [[_COMMUNITY_Community 140

  Community 140]]

• [[_COMMUNITY_Community 141

  Community 141]]

• [[_COMMUNITY_Community 142

  Community 142]]

• [[_COMMUNITY_Community 143

  Community 143]]

• [[_COMMUNITY_Community 144

  Community 144]]

• [[_COMMUNITY_Community 145

  Community 145]]

• [[_COMMUNITY_Community 146

  Community 146]]

• [[_COMMUNITY_Community 147

  Community 147]]

• [[_COMMUNITY_Community 148

  Community 148]]

• [[_COMMUNITY_Community 149

  Community 149]]

• [[_COMMUNITY_Community 150

  Community 150]]

• [[_COMMUNITY_Community 151

  Community 151]]

• [[_COMMUNITY_Community 152

  Community 152]]

• [[_COMMUNITY_Community 153

  Community 153]]

• [[_COMMUNITY_Community 154

  Community 154]]

• [[_COMMUNITY_Community 155

  Community 155]]

• [[_COMMUNITY_Community 156

  Community 156]]

• [[_COMMUNITY_Community 157

  Community 157]]

• [[_COMMUNITY_Community 158

  Community 158]]

• [[_COMMUNITY_Community 159

  Community 159]]

• [[_COMMUNITY_Community 160

  Community 160]]

• [[_COMMUNITY_Community 161

  Community 161]]

• [[_COMMUNITY_Community 162

  Community 162]]

• [[_COMMUNITY_Community 163

  Community 163]]

• [[_COMMUNITY_Community 164

  Community 164]]

• [[_COMMUNITY_Community 165

  Community 165]]

• [[_COMMUNITY_Community 166

  Community 166]]

• [[_COMMUNITY_Community 167

  Community 167]]

• [[_COMMUNITY_Community 168

  Community 168]]

• [[_COMMUNITY_Community 169

  Community 169]]

• [[_COMMUNITY_Community 170

  Community 170]]

• [[_COMMUNITY_Community 171

  Community 171]]

• [[_COMMUNITY_Community 182

  Community 182]]

God Nodes (most connected - your core abstractions)

1. _() - 31 edges
2. HTML Tags - 16 edges
3. HTML Tags - 16 edges
4. GOD NODE: Physics Research (SF-QED, LWFA, Detector) - 13 edges
5. v() - 12 edges
6. y() - 12 edges
7. What You Must Do When Invoked - 11 edges
8. /graphify - 10 edges
9. Header one - 10 edges
10. Research: Pair Production Non-Perturbative Regime - 10 edges

Surprising Connections (you probably didn’t know these)

• Research Interests Diagram - SF-QED, Detector, LWFA Connections (Inkscape SVG) –references–> Strong-Field QED Research [INFERRED] images/Research_interests.svg → _cv/cv-summary.md
• SF-QED Processes - Compton Scattering + Nonlinear Breit-Wheeler Feynman Diagrams –references–> Strong-Field QED Research [INFERRED] images/sfqed-process.png → _cv/cv-summary.md
• Pepper-Pot Emittance Measurement - Annotated Experimental Data –references–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] images/emittance_PP2.png → _publications/0-2026-paper-pepper-pot.md
• Pepper-Pot Screen Shot (Experimental Data) –references–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] images/PP_shot_cropped.png → _publications/0-2026-paper-pepper-pot.md
• Markdown Generator - Publications –conceptually_related_to–> Paper: Pepper-Pot Emittance Measurement (2026) [INFERRED] markdown_generator/publications.py → _publications/0-2026-paper-pepper-pot.md

Import Cycles

• None detected.

Hyperedges (group relationships)

• Patents and Intellectual Property — patents_2015_0_otdr, patents_2016_0_methane [INFERRED 0.85]
• Photon Attenuation App Feature — pages_attenuation_calculator, pages_attenuation_explanation [INFERRED 0.95]

Communities (183 total, 68 thin omitted)

Community 0 - “jQuery Core Library”

Cohesion: 0.06 Nodes (37): ca(), cb(), Da(), ea(), eb(), fa(), fb(), ga() (+29 more)

Community 1 - “Markdown Demo Page”

Cohesion: 0.06 Nodes (33): Abbreviation Tag, Address Tag, Anchor Tag (aka. Link), Blockquotes, Buttons, Cite Tag, Code Tag, Definition Lists (+25 more)

Community 2 - “Graphify Knowledge Graph”

Cohesion: 0.07 Nodes (30): GOD NODE: Knowledge Graph (Graphify), Graphify Exports (HTML, JSON, SVG, Neo4j), Graphify Extraction Specification, Graphify Full Pipeline, Graphify Query (BFS/DFS), For /graphify add and –watch, For /graphify query, For the commit hook and native CLAUDE.md integration (+22 more)

Community 3 - “Main JS Bundle (Minified)”

Cohesion: 0.21 Nodes (27): _(), a(), b(), c(), d(), E(), ee(), f() (+19 more)

Community 4 - “Tables”

Cohesion: 0.07 Nodes (29): Abbreviation Tag, Address Tag, Anchor Tag (aka. Link), Blockquotes, Buttons, Cite Tag, Code Tag, Definition Lists (+21 more)

Community 5 - “Jekyll Site Configuration”

Cohesion: 0.09 Nodes (21): Main SCSS Stylesheet (Minimal Mistakes Theme), Authors Configuration, Academic Pages Jekyll Template, GitHub Pages Hosting, Minimal Mistakes Jekyll Theme Framework, GitHub Actions CI Workflow, Jekyll Site Configuration (_config.yml), GOD NODE: Academic Website Infrastructure (Jekyll/GitHub Pages) (+13 more)

Community 6 - “Sticky Fill Polyfill”

Cohesion: 0.17 Nodes (26): A(), B(), c(), d(), e(), f(), g(), h() (+18 more)

Community 7 - “NPM Package Metadata”

Cohesion: 0.09 Nodes (22): author, bugs, url, description, devDependencies, npm-run-all, onchange, uglify-js (+14 more)

Community 8 - “Photon Attenuation Calculator”

Cohesion: 0.14 Nodes (14): generate_data(), generate_dense_grid(), get_segments(), interpolate_segment(), Bragg’s Additivity Rule for Compound Materials, Log-Log Cubic Spline Interpolation for Cross Sections, Photon Attenuation / X-Ray Interaction Physics, UI Text Localization Data (+6 more)

Community 9 - “Physics Research & Career”

Cohesion: 0.19 Nodes (14): Petawatt-Class Laser Systems, SF-QED Experimental Platform (Laser+Accelerator), Single-Particle Detector Design, Strong-Field QED Research, GOD NODE: Physics Research (SF-QED, LWFA, Detector), CALA Detector Setup - Spectrometer Detail, CALA Detector Setup - 3D CAD Render (Full View), E230 Detector Setup SVG Schematic Diagram (+6 more)

Community 10 - “Felipe Salgado CV”

Cohesion: 0.18 Nodes (12): CPqD R&D Intern - Fiber Optics, Felipe Salgado CV, FSU Jena PhD Candidate, GSI Postdoctoral Researcher, Laser Wakefield Acceleration (LWFA), Patent: Distributed Temperature Measurement System, Patent: Optical Fiber Gas Detection (OTDR), Markdown Generator - Patents (+4 more)

Community 11 - “Education”

Cohesion: 0.15 Nodes (12): Academic and Industrial Awards, Awards, Honors, and Intellectual Property, Curriculum Vitae Summary: Felipe Cezar Salgado, Education, Optics and Photonics Competencies, Patents Held, Ph.D. Candidate / Researcher (Wissenschaftlicher Mitarbeiter), Physics Research Frameworks (+4 more)

Community 12 - “Publication & SF-QED Diagrams”

Cohesion: 0.19 Nodes (13): Nonlinear Breit-Wheeler Pair Production - Feynman Diagram with Compton Scattering, SF-QED Processes - Compton Scattering + Nonlinear Breit-Wheeler Feynman Diagrams, Paper: Pair Production Non-Perturbative Regime at CALA (2021), Paper: Breit-Wheeler Laser-Plasma Platform (2021), Paper: LUXE Experiment CDR (2021), Paper: LUXE Experiment TDR (2024), Paper: Nonlinear Breit-Wheeler Pair Production (2024), Breit-Wheeler Pair Production Process (+5 more)

Community 13 - “exports”

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 14 - “Markdown Generator README”

Cohesion: 0.29 Nodes (8): Pepper-Pot Emittance Measurement - Electron Beam Spots on Screen, Pepper-Pot Emittance Measurement - Annotated Experimental Data, Pepper-Pot Screen Shot (Experimental Data), Markdown Generator - Publications, Markdown Generator README, Markdown Generator - Talks, Paper: Pepper-Pot Emittance Measurement (2026), Talk: FOR2783 Pair Production (ExHILP 2021)

Community 15 - “DG645 Controller App Screenshot”

Cohesion: 0.33 Nodes (7): GOD NODE: Scientific Software Tools, DG645 Controller App Screenshot, GEANT4 CsI Energy Deposition Simulation Output, DG645 Digital Delay Generator Control App, GEANT4 CsI Stack Array Simulation, GEANT4 Emittance Simulation (G4-Emittance), Jetito Python Package - JETi200 Data Post-Processing

Community 16 - “Bug Fix”

Cohesion: 0.17 Nodes (12): 2.0.0, 3.1.1, 3.3.7, 3.4.1, 3.4.2, Bug Fix, Bug Fixes, Bug Fixes (+4 more)

Community 17 - “Talk Map Visualization”

Cohesion: 0.33 Nodes (5): Markdown Generator - Talk Map, Talk Map Page, Talks and Presentations Page, Leaflet Marker Cluster JS, Talk Map Leaflet HTML

Community 18 - “query”

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 19 - “JavaScript Plugins & Assets”

Cohesion: 0.40 Nodes (5): jQuery FitVids Plugin, jQuery Greedy Navigation Plugin, jQuery Magnific Popup Plugin, Main JS Entry Point, Main JS Minified Bundle

Community 20 - “Jekyll Comments System”

Cohesion: 0.40 Nodes (5): Comment Include, Comments System Include, Discourse Comments Provider Include, Disqus Comments Provider Include, Facebook Comments Provider Include

Community 21 - “Terms of Use Page”

Cohesion: 0.40 Nodes (4): Cookies and Web Beacons, Google Analytics, Log Files, Privacy Policy

Community 22 - “README”

Cohesion: 0.40 Nodes (4): Changelog – bugfixes and enhancements, Instructions, Note: if you are using this repo and now get a notification about a security vulnerability, delete the Gemfile.lock file., To run locally (not on GitHub Pages, to serve on your own computer)

Community 23 - “Jekyll HTML Head & Analytics”

Cohesion: 0.50 Nodes (4): Analytics Include (HTML), Head Include, Scripts Include, SEO Include

Community 24 - “Markdown Generator (Patents)”

Cohesion: 0.50 Nodes (3): html_escape(), Produce entities within text., # TODO: Make this work with BibTex and other databases of citations, rather than

Community 25 - “Markdown Generator (Publications)”

Cohesion: 0.50 Nodes (3): html_escape(), Produce entities within text., # TODO: Make this work with BibTex and other databases of citations, rather than

Community 26 - “add-watch”

Cohesion: 0.50 Nodes (3): For /graphify add, For –watch, graphify reference: add a URL and watch a folder

Community 27 - “hooks”

Cohesion: 0.50 Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration

Community 28 - “update”

Cohesion: 0.50 Nodes (3): For –cluster-only, For –update (incremental re-extraction), graphify reference: incremental update and cluster-only

Community 30 - “Author Profile & Sidebar”

Cohesion: 0.67 Nodes (3): Academicons Font SVG, Author Profile Include, Sidebar Include

Community 31 - “Research: Laser-Driven Particle Accel…”

Cohesion: 1.00 Nodes (3): Betatron Radiation - LWFA Simulation Snapshot (PIC Code), LWFA Plasma Simulation - Electron Density Wave (PIC Code), Research: Laser-Driven Particle Acceleration (LWFA)

Community 32 - “Font Awesome Icon Fonts”

Cohesion: 0.67 Nodes (3): Font Awesome Brands SVG Font, Font Awesome Regular SVG Font, Font Awesome Solid SVG Font

Community 33 - “Poster 2022 - ICUIL Prize”

Cohesion: 0.67 Nodes (3): Markdown Generator - Posters, Poster 2022 - ICUIL Prize, Talk: ICUIL 2022 (Poster Prize)

Community 139 - “Community 139”

Cohesion: 0.07 Nodes (26): 1.0.1, 1.0.2, 1.1.2, 1.3.1, 2.2.0, 2.2.1, 3.0.3, 3.1.4 (+18 more)

Community 140 - “Community 140”

Cohesion: 0.29 Nodes (6): Academic Genealogy Tree: Felipe Cezar Salgado to the Scientific Revolution, The Cambridge Mathematical Coaches (18th & 19th Century), The Enlightenment and Scientific Revolution (16th & 17th Century), The Italian Renaissance, The Late 19th & Early 20th Century: Nuclear Physics and Electron Discovery, The Modern Era: High-Power Lasers and Plasma Physics

Community 141 - “Community 141”

Cohesion: 0.50 Nodes (4): 3.2.4, Bug Fixes, Enhancements, Maintenance

Community 142 - “Community 142”

Cohesion: 0.50 Nodes (4): 3.2.9, Bug Fixes, Enhancements, Maintenance

Community 143 - “Community 143”

Cohesion: 0.50 Nodes (4): 3.3.3, Bug Fixes, Enhancements, Maintenance

Community 144 - “Community 144”

Cohesion: 0.67 Nodes (3): 1.1.1, Bug Fixes, Enhancements

Community 145 - “Community 145”

Cohesion: 0.67 Nodes (3): 1.2.0, Bug Fixes, Enhancements

Community 146 - “Community 146”

Cohesion: 0.67 Nodes (3): 1.3.3, Bug Fixes, Enhancements

Community 147 - “Community 147”

Cohesion: 0.67 Nodes (3): 2.1.1, Bug Fixes, Enhancements

Community 148 - “Community 148”

Cohesion: 0.67 Nodes (3): 2.1.2, Bug Fixes, Enhancements

Community 149 - “Community 149”

Cohesion: 0.67 Nodes (3): 3.1.0, Bug Fixes, Enhancements

Community 150 - “Community 150”

Cohesion: 0.67 Nodes (3): 3.1.2, Bug Fixes, Enhancements

Community 151 - “Community 151”

Cohesion: 0.67 Nodes (3): 3.1.3, Bug Fixes, Enhancements

Community 152 - “Community 152”

Cohesion: 0.67 Nodes (3): 3.1.7, Enhancements, Maintenance

Community 153 - “Community 153”

Cohesion: 0.67 Nodes (3): 3.1.8, Bug Fixes, Maintenance

Community 154 - “Community 154”

Cohesion: 0.67 Nodes (3): 3.2.11, Bug Fixes, Maintenance

Community 155 - “Community 155”

Cohesion: 0.67 Nodes (3): 3.2.12, Bug Fixes, Enhancements

Community 156 - “Community 156”

Cohesion: 0.67 Nodes (3): 3.2.1, Bug Fixes, Maintenance

Community 157 - “Community 157”

Cohesion: 0.67 Nodes (3): 3.2.7, Bug Fixes, Enhancements

Community 158 - “Community 158”

Cohesion: 0.67 Nodes (3): 3.2.8, Bug Fixes, Maintenance

Community 159 - “Community 159”

Cohesion: 0.67 Nodes (3): 3.3.1, Enhancements, Maintenance

Community 160 - “Community 160”

Cohesion: 0.67 Nodes (3): 3.3.4, Enhancements, Maintenance

Community 161 - “Community 161”

Cohesion: 0.67 Nodes (3): 3.3.5, Enhancements, Maintenance

Community 167 - “Community 167”

Cohesion: 0.27 Nodes (8): calculateSignal(), CAMERAS, CRYSTALS, formatInteger(), formatScientific(), formatValue(), hideError(), showError()

Knowledge Gaps

• 307 isolated node(s): CRYSTALS, CAMERAS, name, icons, name (+302 more) These have ≤1 connection - possible missing edges or undocumented components.
• 68 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 GOD NODE: Physics Research (SF-QED, LWFA, Detector) connect Physics Research & Career to Jekyll Site Configuration, Photon Attenuation Calculator, Felipe Salgado CV, Publication & SF-QED Diagrams, Markdown Generator README, DG645 Controller App Screenshot, Research: Laser-Driven Particle Accel...? High betweenness centrality (0.015) - this node is a cross-community bridge.
• Why does GOD NODE: Academic Website Infrastructure (Jekyll/GitHub Pages) connect Jekyll Site Configuration to Physics Research & Career? High betweenness centrality (0.007) - this node is a cross-community bridge.
• Why does GOD NODE: Photon/Radiation Physics Tools connect Photon Attenuation Calculator to Physics Research & Career? High betweenness centrality (0.005) - this node is a cross-community bridge.
• Are the 13 inferred relationships involving GOD NODE: Physics Research (SF-QED, LWFA, Detector) (e.g. with Single-Particle Detector Design and Laser Wakefield Acceleration (LWFA)) actually correct? GOD NODE: Physics Research (SF-QED, LWFA, Detector) has 13 INFERRED edges - model-reasoned connections that need verification.
• What connects CRYSTALS, CAMERAS, name to the rest of the system? 313 weakly-connected nodes found - possible documentation gaps or missing edges.
• Should jQuery Core Library be split into smaller, more focused modules? Cohesion score 0.05889724310776942 - nodes in this community are weakly interconnected.
• Should Markdown Demo Page be split into smaller, more focused modules? Cohesion score 0.058823529411764705 - nodes in this community are weakly interconnected.