Vault Audit - 2025-12-31
Executive Summary
| Metric | Value |
|---|---|
| Health Score | 7/10 |
| Total Issues | 48 |
| Critical | 5 |
| High | 12 |
| Medium | 18 |
| Low | 13 |
The vault is in good overall health with strong structural organization and consistent frontmatter usage. Primary concerns are inbox items needing processing, notes missing required tags, and empty content areas (Checklists folder). The broken links issue from the previous audit appears to be largely related to quartz/node_modules rather than actual vault content.
Statistics
Overall Metrics
| Metric | Count |
|---|---|
| Total Notes | 413 |
| Total Lines | 48,863 |
| Total Characters | 1,512,790 |
| Total Tokens | ~404,568 |
| Files with Frontmatter | 210 (51%) |
| Files with Status Tags | 342 (83%) |
| Files with Type Tags | 269 (65%) |
| Files with Topic Tags | 338 (82%) |
| Files with Descriptions | 347 (84%) |
| Files with Wikilinks | 360 (87%) |
| Files with Dataview Queries | 334 (81%) |
Folder Distribution
| Folder | Files | Percentage |
|---|---|---|
00-INBOX | 7 | 1.7% |
01-SLIPBOX | 12 | 2.9% |
02-JOURNAL | 74 | 17.9% |
03-AREAS | 32 | 7.7% |
04-RESOURCES | 234 | 56.7% |
05-SYSTEM | 54 | 13.1% |
Top 10 Largest Files
| File | Characters | Tokens |
|---|---|---|
04-RESOURCES/Integrations/Chats/2025-12-31_Perplexity_*.md | 99,456 | 22,887 |
05-SYSTEM/Audit/Broken Links Output 2025-12-23.md | 66,821 | 20,702 |
04-RESOURCES/Code/R/R - LangFuse.md | 44,806 | 12,079 |
04-RESOURCES/Lists/List - Windows Tools.md | 37,104 | 9,430 |
05-SYSTEM/Audit/Tagless Files 2025-12-23.md | 34,250 | 9,595 |
04-RESOURCES/Lists/List - PowerShell Modules.md | 20,822 | 5,289 |
04-RESOURCES/Lists/List - GIS Open Standards.md | 16,834 | 4,488 |
04-RESOURCES/Definitions/Glossary/Glossary - IAM.md | 16,652 | 3,353 |
04-RESOURCES/Code/PowerShell/PowerShell - Profile.md | 15,676 | 4,063 |
04-RESOURCES/Guides/Guide - R Shiny App Package.md | 14,482 | 4,073 |
Issues by Severity
Critical (Fix Immediately)
- API Client Library Best Practices - Missing frontmatter entirely (no YAML block)
- From API Responses to Data Model with R - Empty tags array in frontmatter
- Real Estate Parcel Geospatial Enrichment - Empty tags array in frontmatter
- Dimensional Modeling - Needs tag audit (inbox item without proper tags)
-
04-RESOURCES/Checklists/- Folder contains onlyindex.md, no actual checklists
High Priority (Fix This Week)
- Inbox Processing Required - 6 notes in
00-INBOX/need routing: - 203 files missing frontmatter - Many are journal entries and templates which is acceptable, but content notes should have frontmatter
- 71 files missing Status tags - Notes in main content folders should have Status/ tags
- 144 files missing Type tags - All content notes require Type/ classification
-
05-SYSTEM/Audit/Tagless Files 2025-12-23.md- Contains 638 broken links to quartz/node_modules, should be cleaned up -
05-SYSTEM/Audit/Broken Links Output 2025-12-23.md- Contains 630 wikilinks to node_modules files, not actual vault content
Medium Priority (Fix This Month)
- Notes missing descriptions - 66 files lack
description:field:- Multiple inbox notes
- Several code snippets
- Some definition files
- Stale journal structure - 2024 journal has 71+ daily notes but 2025 only has 4 visible entries
- Empty description fields - Several notes have
description:but no value: - Inconsistent Type/Documentation tag -
Google Programmable Search Engine.mdusesType/Documentationwhich isn’t in standard taxonomy (should beType/GuideorType/Note) - Missing Topic tags - 75 files lack any
Topic/categorization - Large files needing TOC - Files over 10,000 characters should have table of contents (some may be missing)
- Code READMEs incomplete - Several Code folder READMEs have only 2 Type/Readme entries
- Clippings without proper processing - 3 web clips in Integrations/Clippings need review
Low Priority (Backlog)
- Orphaned notes analysis - Consider running Dataview query to find notes with zero inlinks
- Tag consolidation - Review tag usage for potential consolidation:
Type/DocumentationvsType/Guide- Multiple
Topic/tags for related areas
- Template improvements - Add
Type/Acronymcombined withType/Definitionguidance - MOC link density - Some MOCs have only 5-7 links; could benefit from more connections
- Journal template consistency - Ensure all daily notes have backlinks section
- Quartz publishing review - Verify publish: true/false settings are correct across vault
- Definition naming standardization - New definitions use
Definition - Term.mdpattern but older ones don’t (e.g.,DuckDB.mdvsDefinition - Information Theory.md) - .cursor/commands/` documentation - 14 command files for vault automation
- Copilot prompts cleanup - 10 custom prompts in 05-SYSTEM/Copilot
Content Gap Analysis
Empty or Under-populated Areas
| Area | Status | Recommendation |
|---|---|---|
04-RESOURCES/Checklists/ | Only index.md | Add checklists or remove folder |
02-JOURNAL/2025/ | Only 4 daily notes | Normal for end of year |
04-RESOURCES/Code/C/ | Only index.md | Add C snippets or remove |
04-RESOURCES/Code/C++/ | Only index.md | Add C++ snippets or remove |
04-RESOURCES/Code/Cmd/ | Only index.md | Add CMD snippets or remove |
04-RESOURCES/Code/CSharp/ | Only index.md | Add C# snippets or remove |
04-RESOURCES/Code/Docker/ | Only index.md | Add Docker snippets or remove |
04-RESOURCES/Code/Go/ | Only index.md | Add Go snippets or remove |
Strong Areas
| Area | Files | Notes |
|---|---|---|
04-RESOURCES/Definitions/Acronyms/ | 57 | Well-populated GIS/Tech acronyms |
04-RESOURCES/Definitions/Dictionary/ | 58 | Strong geospatial terminology |
04-RESOURCES/Code/R/ | 22 | Excellent R code coverage |
04-RESOURCES/Code/Bash/ | 15 | Good shell script library |
04-RESOURCES/Lists/ | 26 | Comprehensive curated lists |
03-AREAS/ | 31 MOCs | Good topic coverage |
Tag Analysis
Status Tag Distribution
| Status | Approximate Count |
|---|---|
Status/Complete | ~180 |
Status/WIP | ~45 |
Status/Draft | ~20 |
Status/Ongoing | ~97 |
Type Tag Distribution
| Type | Approximate Count |
|---|---|
Type/Definition | ~115 |
Type/Code | ~45 |
Type/MOC | ~31 |
Type/List | ~26 |
Type/Guide | ~13 |
Type/Readme | ~30 |
Type/Daily | ~74 |
Type/Note | ~15 |
Topic Tag Coverage
Top topics by usage:
Topic/GIS- 50+ filesTopic/R- 35+ filesTopic/Development- 25+ filesTopic/Meta- 20+ filesTopic/PKM- 15+ files
Action Items
Quick Wins (5 min each)
- Add frontmatter to
00-INBOX/API Client Library Best Practices.md - Add tags to
00-INBOX/From API Responses to Data Model with R.md - Add tags to
00-INBOX/Real Estate Parcel Geospatial Enrichment.md - Move
00-INBOX/Cartographic Information Model (CIM).mdto04-RESOURCES/Definitions/Acronyms/ - Fix
Type/DocumentationtoType/GuideinGoogle Programmable Search Engine.md
Medium Effort (30 min each)
- Process remaining 5 inbox items with proper routing
- Archive or delete empty Code language folders (C, C++, Cmd, CSharp, Docker, Go)
- Clean up
05-SYSTEM/Audit/Tagless Files 2025-12-23.md(remove node_modules links) - Clean up
05-SYSTEM/Audit/Broken Links Output 2025-12-23.md(remove node_modules links) - Add at least one checklist to
04-RESOURCES/Checklists/or document why empty
Large Tasks (1+ hour)
- Audit all 144 files missing Type tags and add appropriate classifications
- Review and update all 66 files missing descriptions
- Standardize definition naming convention across Dictionary folder
- Create orphaned notes report and connect or archive isolated content
- Review quartz publishing settings across all content notes
Comparison with Previous Audit
| Metric | 2025-12-20 | 2025-12-31 | Change |
|---|---|---|---|
| Total Notes | ~400 | 413 | +13 |
| Inbox Items | Unknown | 6 | - |
| Missing Tags | Unknown | 144 | - |
| Health Score | Unknown | 7/10 | - |
Appendix
Dataview Queries for Manual Verification
Notes Missing Required Tags
Stale Inbox Items (> 7 days)
Orphaned Notes (No Inlinks)
Recent Changes
Files Without Descriptions
Recently Modified Files (Last 30 Days)
- TAGS - 2025-12-31
- MOC - Actuarial Science - 2025-12-31
- MOC - R Shiny - 2025-12-31
- Black Hole Thermodynamics - 2025-12-31
- Binary vs Ternary Computing - 2025-12-31
- Definition - Bekenstein Bound - 2025-12-31
- Definition - Information Theory - 2025-12-31
- MOC - Information Theory - 2025-12-31
- 2025-12-31 - 2025-12-31
See Also
- StructuralAnalysis-2025-12-31 - High-level knowledge architecture and connectedness review
- AuditLog-2025-12-20 - Previous technical audit for comparison
- PHILOSOPHY - Vault design principles
- TAGS - Tag taxonomy documentation
Backlinks
Audit generated on 2025-12-31 via Cursor AI full vault audit command.