FABRIC/                                                                
  │                                                                             
  ├── pillars/                       # directives, philosophy, architecture     
  │   ├── CLAUDE.md                  # living rules for LLM-assisted coding     
  │   ├── CLAUDE_CODE_BOOTSTRAP.md   # full pipeline spec + build order         
  │   ├── doc_standard_v1.json       # documentation standard schema            
  │   └── ...reference docs...                                                  
  │                                                                             
  ├── vivify-inferences/             # FABRIC implementation — public, edge-deployable 
  │   │
  │   ├── vivify.py                  # raw text → autovivified JSON + keywords  
  │   ├── secrecy.py                 # client-side encryption
  │   ├── freeze.py                  # serialize for transit                    
  │   ├── server.py                  # receive, strip layers, store
  │   │                                                                         
  │   ├── lib/    
  │   │   ├── vivify_core.py         # autovivification engine (hash-of-hashes)
  │   │   ├── keyword_graph.py       # co-occurrence graph                      
  │   │   ├── inference.py           # inference data model
  │   │   └── index.py               # master index builder                     
  │   │           
  │   ├── config/                                                               
  │   │   ├── invariants.json        # system constraints (no external taxonomies etc.)                                                              
  │   │   └── pipeline.json          # keyword counts, depth, thresholds
  │   │                                                                         
  │   ├── inferences/                # THE DATA — gitignored
  │   │   ├── index.json             # master co-occurrence map                 
  │   │   ├── {category}/                                                       
  │   │   │   └── {sub}/
  │   │   │       └── inf_XXX.json                                              
  │   │   └── unclustered/                                                      
  │   │
  │   └── tests/                                                                
  │               
  ├── secret-server/                 # working prototype — FABRIC spirit intact,
  │                                  # implementation deviates (server-side     
  secrecy,                                                                      
  │                                  # monolithic Flask, no keyword pipeline)   
  │                                                                             
  └── sys_adm/                       # housekeeping scripts — not public-facing
      ├── shell_template             # general scripts                          
      ├── shell_template_exec        # library/executable hybrid + STDIN
      ├── shell_template_pipx        # pipx Python wrappers                     
      └── backit                     # path-mirroring backup                    
                                                                                
  And the FLOW through FABRIC:                                                                                                              
    → VIVIFY   — keyword clumps, autovivified JSON
    → SECRECY  — client-side encrypt (if sensitive)
    → FREEZE   — serialize for transit                                          
    → [IP]
    → PAYLOAD  — receive + unpack                                               
    → SERVER   — strip layers → filesystem dirs + JSON + index