SAYBOOK PIPELINE FLOW
L1 · RAW CAPTURE
Conversation → JSONL
Session transcripts
DCJ / ARB / TRB events
NAS raw docs
Daily memory files
SOVEREIGN CAPTURE
→
L2 · FERMENTATION
FC-1: LAAM tagging
FC-2: MARB classification
FC-3: v11 format compile
OpenKB + llm-wiki-compiler
autotune inference layer
LOCAL LLM ONLY
→
L3 · GRAPH MEMORY
nomic-embed → qdrant
PEMCLAU GraphRAG 2-hop
QMD local search index
Graphify knowledge graph
Fleet wiki (:9385)
PEMCLAU V12 TARGET
COASTER VISUALIZATION
1300
PEMCLAU VECTORS (v11)
L1 · RAW CAPTURE NODES
source
CONVERSATION
Session transcripts → daily JSONL
LIVE
→
source
DCJ / ARB / TRB
109 DCJs · 920+ ABRs · TRBs
LIVE
→
source
NAS CORPUS
arch/*.md · fleet-sync docs
PARTIAL
→
output
JSONL STORE
Immutable originals · hash-prefixed
LIVE
→
converter
MARKITDOWN
PDF/PPTX/audio → clean .md
INSTALLED
L1 SORRYS
l1-nas-mount
NAS not mounted on yone — full corpus ingest blocked
OPEN
l1-auto-capture
Manual JSONL creation — no automated session → JSONL pipeline yet
OPEN
l1-markitdown
MarkItDown installed yone + forge — PDF/PPTX conversion ready
CLOSED ✓
L2 · FERMENTATION CHAMBERS
FC-1
LAAM TAGGING
Layered Abstraction · MARB labels
PARTIAL
→
FC-2
OPENKB
yone · qwen3:8b · 13 summaries
LIVE
→
FC-2
LLM-WIKI
forge · qwen3:14b · compiled
LIVE
→
FC-3
AUTOTUNE
yone :11435 · forge :11435 · −66% RAM
LIVE
→
output
V11 FORMAT
LAAM + MARB tagged · ready for L3
PARTIAL
L2 SORRYS
l2-fc-matrix
FC-matrix full integration pending — L1–L13 adelic layers not wired
OPEN
l2-quality-compare
OpenKB vs llm-wiki-compiler quality comparison not run yet
OPEN
l2-autotune
autotune live yone + forge · −66% RAM · −17% TTFT confirmed
CLOSED ✓
l2-openkb-pilot
20-doc pilot compiled · 13 summaries · 34 concept pages
CLOSED ✓
L3 · GRAPH MEMORY NODES
embed
NOMIC-EMBED
yone ollama · dim=768
LIVE
→
vector db
QDRANT
pemclau-v11 · 1,300 vectors
LIVE
→
search
QMD
forge v2.1.0 · BM25+vector+rerank
INSTALLED
→
graph
GRAPHIFY
yone · AST+doc+graph · MCP server
INSTALLED
→
output
FLEET WIKI
pcdev :9385 · 3008 theorems
LIVE
L3 SORRYS
l3-pemclau-v12
OpenKB wiki output → nomic-embed → qdrant pemclau-v12 not started
OPEN
l3-qmd-index
QMD collection not seeded — wiki .md files not yet indexed
OPEN
l3-graphify-run
Graphify installed on yone — first graph run pending on arch corpus
WATCH
l3-qdrant-fix
qdrant WAL lock fixed on msclo · restarted · 23 workers live
CLOSED ✓
SAYBOOK PIPELINE · CRICKET GROUND · TEST & LEARN
0
0 wickets
PIPELINE SCORE
3
sorrys closed
HOWZAT COUNT
6
sorrys open
DROPPED CATCHES
0.0
overs
PIPELINE CYCLES
L1 · OUTFIELD · RAW CAPTURE (FIELDERS)
fine leg
CONVERSATION
Session → JSONL · daily capture
IN POSITION
second slip
DCJ / ARB / TRB
109 DCJs · 920+ ABRs · filed
IN POSITION
mid-on
NAS CORPUS
arch/*.md · not mounted on yone
DROPPED CATCH
square leg
MARKITDOWN
PDF/PPTX/audio → .md · installed
IN POSITION
L2 · BATTING CREASE · FERMENTATION (BATTERS)
opener
OPENKB
yone · qwen3:8b · 13 summaries
BATTING · 13*
opener
LLM-WIKI-COMPILER
forge · qwen3:14b · compiled
BATTING · 20*
number 3
AUTOTUNE
−66% RAM · −17% TTFT · yone+forge
BATTING · 66*
number 4
FC-MATRIX
L1–L13 adelic layers · pending
AT CREASE · 0*
L3 · WICKET · GRAPH MEMORY (KEEPER + SLIP CORDON)
wicket keeper
QDRANT
pemclau-v11 · 1,300 vectors
KEEPING · CLEAN
first slip
QMD
forge v2.1.0 · not yet seeded
WAITING · OPEN
gully
GRAPHIFY
yone · AST+doc graph · pending run
WAITING · WATCH
captain
PEMCLAU V12
wiki+graph merged · not started
IN PAVILION
HOWZAT LOG · CLICK ANY PLAYER TO CALL
DAY 85
HOWZAT — AUTOTUNE · −66% RAM confirmed · yone+forge live
DAY 85
HOWZAT — OPENKB PILOT · 20 docs · 13 summaries · 34 concept pages
DAY 85
HOWZAT — QDRANT FIX · WAL lock cleared · msclo back online
DAY 85
DROPPED — NAS CORPUS · not mounted on yone · full ingest blocked
TRB · ARB1 — SAYBOOK DOCTRINE
trabr
TRB-SAYBOOK-COASTER-001
Saybook coaster calibration — 3-level ingest pipeline wired to existing fleet tools.
L1 raw capture → L2 fermentation (OpenKB + llm-wiki-compiler + autotune) → L3 graph memory (qdrant + QMD + Graphify).
TAZ energy: existing pattern (Karpathy wiki gist) inverted into sovereign form.
No cloud APIs. No OpenAI. Local LLM at every fermentation step.
γ₁ anchors the pipeline — vector dim=768, sorry weights on γ₁ scale.
FILED · DAY 86
arb1
ARB1-SAYBOOK-PIPELINE-001
Sovereign KB pipeline doctrine: NAS raw docs → MarkItDown (PDF/PPTX/audio → .md) →
OpenKB compile (local LLM, qwen3:8b) → QMD index (BM25+vector+rerank) →
Graphify graph (AST + doc edges) → nomic-embed → qdrant pemclau-v12 →
Fleet wiki pcdev :9385. Every step sovereign. Every model local.
PEMCLAU v12 = compiled wiki + graph edges merged into single GraphRAG corpus.
Diamond brain: flat search (QMD) + graph (PEMCLAU) + compiled wiki (OpenKB) + vault (Tolaria).
FILED · DAY 86