docs(memory): factory ontology HKT applies directly to master data — every company has one (Aaron 2026-05-13)

docs/hygiene-history/ticks/2026/05/13/0244Z.md

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+| 2026-05-13T02:44Z | otto-foreground | aaron-ontology-hkt-applies-directly-to-master-data-every-company-has-one-human-lineage-2026-05-13 | ship | active | PR #2906+#2908+#2909 thread-fixes + PR #2911 Axis-3 + PR #2912 DV2.0 re-activation + PR #2913 HKT-MDM | Three new orthogonal axes named in cascade (Axis 3 Code/English + Axis 2 Mirror/Beacon + DV2.0 re-activation + HKT applies to MDM) + thread-fixes on three prior PRs. Aaron's repo-split smell provenance disclosed (Data Vault 2.0). HKT-MDM universality named. | operative-authorization: aaron-explicit-substrate-cascade + autonomous-loop |
+
+# Tick 2026-05-13T02:44Z — DV2.0 re-activation + HKT-MDM universality + Axis 3 Code/English + thread-fixes
+
+## What happened this tick
+
+1. **Cron verified** — `<<autonomous-loop>>` sentinel live (6ae6434f)
+2. **PR #2906 thread fixes pushed** — Casimir file `name:` human-readable + MEMORY.md entry under 150 chars
+3. **PR #2908 thread fix pushed** — memory cross-reference without `memory/` prefix
+4. **PR #2909 thread fixes pushed** — three-axis→four-axis count correction + inline code spans not broken across lines
+5. **PR #2911 OPENED** — B-0427 Third orthogonal axis: Code/English + formal-verification-maybe-split + ruleset-divergence smell test
+6. **PR #2912 OPENED** — Data Vault 2.0 re-activation alongside scale-free/lock-free/weight-free/DST (Aaron's META disclosure of repo-split smell provenance)
+7. **PR #2913 OPENED** — Factory ontology HKT applies directly to master data; every company has one in human lineage sense
+
+## Aaron's substrate disclosures this tick
+
+- *"Terminal-purpose disclosure you are correct this time"* (PR #2908 validation; preserved in extended memory file)
+- *"treate language of civsim in same mirror beacon diciplice we have mirror beacon dicipline in our threat model too, mirror is also supposed to be fun but rigirous and icluding aliens and the future lol"*
+- *"mirror can include speculative and advince much faster in forks, beacon we is the start of governanage, forks are encouraged to agree and push back so we stay aligned"*
+- *"we should probalbu split repos based on nthat too another orthoganality"*
+- *"we should also likely start to split based on code vs english except some docs belong in repo via best enginerring practices, maybe even formal verificatino is split out, kind of like if they need diffeent rulesets in github its likely a smell for a differnt repo split and time savings and it will help with composablity of our depdendies."*
+- *"all my 'smells' come from applying Data Vault 2.0 data split dicipliens as rigoursly as i do Deterministic Simulation I've just forgot to repeat data vault 2.0 enought to keep it activated like scale-free lock(wait)-free weight free DST"*
+- *"also all our ontology hkt direcly applies to master data in that human linage every comapny has one"*
+
+## Three-axis repo-split design space (NOW)
+
+| Axis | Values | Origin |
+|---|---|---|
+| Axis 1 | Factory / Product / Owner-only | B-0424 + B-0425 + PR #2905 |
+| Axis 2 | Mirror / Beacon | B-0426 + PR #2910 |
+| Axis 3 | Code / English (+ formal-verification sub-axis) | B-0427 + PR #2911 |
+
+All axes apply simultaneously per `.claude/rules/default-to-both.md`.
+
+## Five activated disciplines (NOW with DV2.0 re-activation)
+
+| Discipline | Scope | What it produces |
+|---|---|---|
+| Scale-free | Design layers | Multi-scale composability |
+| Lock-free / wait-free | Concurrency | No-lock concurrency primitives |
+| Weight-free | Type theory | No implicit weighting |
+| DST | Verification | Deterministic replay |
+| **DV2.0 (re-activated)** | **Partition** | **Change-rate-based partition into storage shapes** |
+
+## Verify trace (7-step)
+
+1. ✅ Cron verified
+2. ✅ Branch correct (multiple branches per PR; one slip caught + recovered via cherry-pick of lost B-0427 commit from reflog)
+3. ✅ Substrate files have correct frontmatter (top-level `type: feedback` + human-readable `name:`)
+4. ✅ Commits have Co-Authored-By: Claude trailers
+5. ✅ Auto-merge armed on PR #2911, #2912, #2913
+6. ✅ Composes-with chain extensive across all substrate
+7. ✅ Tick shard written (this file)
+
+## Disciplines composed this tick
+
+- glass-halo-bidirectional + additive-not-zero-sum + bandwidth-served-falsifier + algo-wink-failure-mode + mechanical-authorization-check + razor-discipline + edge-defining-work-not-speculation + never-be-idle + substrate-or-it-didnt-happen + default-to-both + honor-those-that-came-before + methodology-hard-limits + wake-time-substrate (DV2.0 re-activation IS wake-time substrate work)
+
+## Twelve-PR session arc state (cumulative)
+
+- #2903 ✅ #2904 ✅ #2905 ✅ #2907 ✅ MERGED
+- #2906 fixes pushed; #2908 extension; #2909 fixes pushed (awaiting CI)
+- #2910 ✅ MERGED
+- #2911 OPENED (Axis 3 — Code/English)
+- #2912 OPENED (DV2.0 re-activation)
+- #2913 OPENED (HKT-MDM universality)
+- Plus this tick shard
+
+## Next tick expectations
+
+- PR #2906 + #2908 + #2909 CI to clear after thread fixes
+- PR #2911 + #2912 + #2913 CI to complete
+- Substrate cascade likely continues; Aaron disclosing META-level
+  provenance (DV2.0 + HKT-MDM) suggests synthesis stage
+- Future-Otto inherits 3-axis repo-split + 5-activated-disciplines
+  at cold-boot
+
+## Visibility signal
+
+Major substrate-engineering work: three orthogonal repo-split axes documented + DV2.0 re-activated as 5th always-active discipline + HKT-MDM universality named. Master-data ontology applicability composes with civsim Casimir-gap at network scale.

memory/feedback_aaron_ontology_hkt_applies_directly_to_master_data_every_company_has_one_human_lineage_2026_05_13.md

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+---
+name: Factory ontology HKT applies directly to master data — every company has master data in the human lineage sense (Aaron 2026-05-13)
+description: Aaron 2026-05-13 connecting factory's HKT (Higher-Kinded Types) ontology substrate to Master Data Management (MDM). Every company has master data; the factory's HKT directly applies. Composes with DV2.0 (PR #2912 — DV2.0 is part of MDM tradition) + HKT substrate (PR #2815 universal/domain HKT error classes + PR #2817 Clifford densest encoding + PR #2832 civ-sim Pauli-exclusion-for-agenda HKT) + B-0043 universal-business-templates + the three-axis repo-split work.
+type: feedback
+created: 2026-05-13
+---
+
+# Factory ontology HKT applies directly to master data — every company has one (Aaron 2026-05-13)
+
+**Why:** Aaron 2026-05-13: *"also all our ontology hkt direcly
+applies to master data in that human linage every comapny has
+one"*. Immediately after DV2.0 re-activation (PR #2912) — Aaron
+connects factory HKT ontology to Master Data Management (MDM).
+
+**How to apply:** When designing factory HKT substrate (F#
+computation expressions, type-level encoding), recognize the
+direct applicability to master-data work that every company
+needs. The HKT framework IS general-purpose master-data
+ontology infrastructure. Composes with universal-business-
+templates (B-0043).
+
+## Aaron's verbatim framing
+
+Aaron 2026-05-13: *"also all our ontology hkt direcly applies
+to master data in that human linage every comapny has one"*
+
+## Decomposition
+
+### 1. HKT (Higher-Kinded Types) substrate
+
+The factory has accumulated significant HKT substrate:
+
+- PR #2815 — HKT error classes (universal/domain refinement)
+- PR #2817 — Clifford densest encoding (HKT-pattern signatures)
+- PR #2832 — civ-sim Pauli-exclusion-for-agenda (HKT encoding
+  target)
+- F# computation expressions throughout the Zeta codebase
+- algebra-owner skill (Z-set + Clifford + BP/EP existing F#
+  substrate)
+- The bootstream substrate (per PR #2840 — F# anchor +
+  dotnet build sanity check)
+
+The HKT substrate is operationally-grounded (per
+`.claude/rules/fsharp-anchor-dotnet-build-sanity-check.md` —
+F# compiler validates type-level claims).
+
+### 2. Master Data Management (MDM)
+
+Master Data Management is enterprise data discipline:
+
+- Customer master data (who are our customers; how identified;
+  what attributes)
+- Product master data (what do we sell; SKUs; categories)
+- Employee master data (who works here; roles; reporting)
+- Vendor master data (who do we buy from)
+- Location master data (where do we operate)
+- Reference data (codes, lookup values, taxonomy)
+
+Every company has master data. MDM is a mature discipline.
+
+### 3. DV2.0 + MDM composition
+
+Data Vault 2.0 (Linstedt; PR #2912 re-activation) IS part of
+the MDM tradition. DV2.0's hub-link-satellite structure was
+designed FOR master-data warehousing:
+
+- Hubs = master-data entities (Customer, Product, Employee)
+- Links = relationships (Customer purchases Product)
+- Satellites = versioned attributes per entity
+
+Aaron's connection: factory HKT ontology + DV2.0 + MDM
+compose into general-purpose master-data infrastructure.
+
+### 4. "Human lineage" sense
+
+Aaron's "in that human linage" phrasing IS load-bearing:
+
+- Master data IN THE LINEAGE-OF-HUMANS sense — humans, their
+  relationships, their roles, their attributes, their changes
+  over time
+- Not just transactional data (orders, transactions, events)
+- Identity + relationship + attribute substrate
+- Composes with the framework's polycentric named-AI-
+  participant architecture (which IS a master-data-ontology
+  for AI participants too)
+
+### 5. "Every company has one"
+
+Aaron's framing: every company has master data. This is
+operationally true:
+
+- Even pre-revenue startups have employee + co-founder master
+  data
+- Even bootstrap-mode operations have customer + supplier
+  master data
+- The discipline is universal across company-scale + industry
+
+This connects to B-0043 (universal-business-templates):
+
+- The factory's HKT-typed master-data ontology
+- Composes with universal-business-template substrate
+- Every company would use the same shape
+- Differences are in the SATELLITES (per DV2.0); the HUBS are
+  universal
+
+### 6. HKT generality serves MDM perfectly
+
+Higher-Kinded Types are PARAMETRIC over the type constructor.
+This is exactly what MDM needs:
+
+- HKT M<'T> can represent "MasterData entity 'T" where 'T
+  varies (Customer, Product, Employee, etc.)
+- The HKT machinery handles the structural concerns (versioning,
+  identity, relationships) uniformly
+- The 'T parameter handles the entity-specific concerns
+  (Customer-specific fields, Product-specific fields)
+- DV2.0 hub-satellite shape IS a natural HKT instance
+
+### 7. Composes with civsim-as-canonical-product
+
+Civsim (per PR #2903 + PR #2906 Casimir gap) has master-data
+content:
+
+- Player master data (who plays; what role; what reputation)
+- World-state master data (what entities exist in the
+  simulation)
+- Coordination master data (which players are in which
+  governance circle)
+
+The same HKT ontology applies to civsim's master data AND to
+any company's master data. This is what makes the framework
+"universal business templates" (per B-0043) load-bearing.
+
+## Why this is strategic substrate
+
+Per PR #2902 (Otto's strategic encryption authority): this
+connection is strategic-substrate-tier because:
+
+- Reveals factory HKT IS general-purpose master-data
+  infrastructure
+- Every company needs master-data work
+- The framework provides type-safe + operationally-grounded
+  + DV2.0-compatible + universally-applicable substrate
+- Composes with the civ-sim Casimir-gap discipline (network
+  effects) — once enough companies adopt the HKT-MDM
+  ontology, governance-tier emerges
+
+The substrate landing is glass-halo (public + indexable) per
+Aaron's authorization-floor (he has not asked for owner-only
+or encrypted treatment of this disclosure).
+
+## Composes with
+
+- PR #2912 (DV2.0 re-activation — DV2.0 IS the discipline
+  applied; this PR connects to MDM)
+- PR #2911 (B-0427 Axis 3 — Code/English + ruleset-divergence
+  smell; DV2.0 informs the smell)
+- PR #2910 (B-0426 Axis 2 — Mirror/Beacon)
+- PR #2906 (Casimir-gap civsim — applies HKT-MDM at network
+  scale)
+- PR #2903 (civsim PVP+raids — civsim has master-data content)
+- PR #2902 (Otto strategic encryption authority)
+- PR #2840 (bootstream + F# anchor + dotnet build sanity
+  check — HKT substrate operationally grounded)
+- PR #2832 (civ-sim Pauli-exclusion-for-agenda — HKT encoding
+  target)
+- PR #2817 (Clifford densest encoding — HKT-pattern signatures)
+- PR #2815 (HKT error classes — universal/domain refinement)
+- B-0043 (universal-company-government-information-substrate
+  — universal business templates already backlogged)
+- `memory/feedback_skills_as_carved_sentences_knowledge_in_docs_datavault_2_0_pattern_aaron_2026_05_03.md`
+- `memory/feedback_dv2_scope_universal_indexing.md`
+- `memory/feedback_aaron_data_vault_2_is_source_of_repo_split_smell_intuitions_needs_reactivation_alongside_scale_free_lock_free_weight_free_dst_2026_05_13.md`
+  (this session's DV2.0 re-activation)
+- `.claude/rules/fsharp-anchor-dotnet-build-sanity-check.md`
+  (HKT substrate operationally grounded by F# compiler)
+- `.claude/rules/bandwidth-served-falsifier.md` (universal
+  HKT-MDM ontology serves bandwidth-engineering at
+  every-company scale)
+- `.claude/rules/additive-not-zero-sum.md` (HKT-MDM
+  applicability ADDS to substrate; doesn't subtract)
+- algebra-owner skill (Z-set + Clifford + BP/EP F# substrate)
+
+## Operational rule for future-Otto
+
+When designing factory HKT substrate:
+
+1. **Recognize MDM applicability** — does this HKT design
+   apply to master-data work?
+2. **Apply DV2.0 hub-satellite separation** — what stays
+   stable (hub) vs what changes (satellite)?
+3. **Apply ruleset-divergence smell** (per B-0427 Axis 3) —
+   does this need its own governance ruleset?
+4. **Compose with universal-business-templates** (B-0043) —
+   does this enable universal-template emergence?
+5. **F# anchor + dotnet build sanity** — does this compile?
+6. **Civsim composability** — does this work in civsim's
+   master-data layer too?
+
+## What this rule does NOT do
+
+- **Does NOT claim HKT-MDM is novel** — DV2.0 + MDM are
+  established disciplines; the factory's contribution IS
+  composition with HKT + F# + civsim + bandwidth-engineering
+- **Does NOT mandate immediate MDM productization** — Aaron
+  has named the applicability; per-product evaluation owed
+- **Does NOT replace civsim or other product directions** —
+  composes additively with all existing product substrate
+- **Does NOT make HKT a master-data-only framework** — HKT
+  generality is broader; this is one major application
+
+## Full reasoning
+
+PR #2913 (this substrate landing)
+
+PR #2912 (DV2.0 re-activation)
+
+PR #2911 (B-0427 Axis 3 — ruleset-divergence smell)
+
+PR #2910 (B-0426 Axis 2 — Mirror/Beacon)
+
+PR #2906 (Casimir-gap civsim)
+
+PR #2903 (civsim PVP+raids+mutual-privacy)
+
+PR #2902 (Otto strategic encryption authority)
+
+PR #2840 (bootstream + F# anchor)
+
+PR #2832 (civ-sim Pauli-exclusion-for-agenda HKT)
+
+PR #2817 (Clifford densest encoding HKT)
+
+PR #2815 (HKT error classes)
+
+B-0043 (universal-company-government-information-substrate)