Reconcile trainer foundation and coaching hierarchy
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axiomlogicnexus
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5 changed files with 227 additions and 2 deletions
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@ -131,6 +131,11 @@ Current status:
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- `implemented_live_permissive`
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- preserve as a landed first-party permissive lane
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- use
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[HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md](C:/HyperTwist/docs/HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md:1)
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for the current owner split across first-party training/coaching, the landed
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`Lykos/cube_trainer` persisted-coaching lane, `KubeTimr`, `CubeDesk`, and the
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`cubedex` comparison row
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Licensing posture:
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@ -223,6 +228,8 @@ Future widening rule:
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- widen only through ordinary first-party enhancement work
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- preserve the MIT notice and upstream credit to `Tao Yu`
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- do not treat this row as proof that the current first-party review-plan,
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follow-up, queue, or coaching orchestration family is still open
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### `Aarav2709/KubeTimr`
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@ -230,6 +237,11 @@ Current status:
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- `implemented_live_permissive`
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- preserve as a landed first-party permissive lane
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- use
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[HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md](C:/HyperTwist/docs/HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md:1)
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for the current owner split across first-party training/coaching, the landed
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`tao-yu/Alg-Trainer` foundation lane, `KubeTimr`, `CubeDesk`, and the
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`cubedex` comparison row
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Licensing posture:
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@ -1069,6 +1081,9 @@ Future widening rule:
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- widen only through ordinary first-party enhancement work
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- preserve the MIT notice and upstream credit to `Bernhard F. Brodowsky`
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- do not treat this row as proof that the current first-party broad
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trainer-shell, review-plan, queue, or coaching orchestration family is still
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open
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### `poliva/cubedex`
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@ -173,6 +173,12 @@ Contract:
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- preserve required notices and attribution
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- read [HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md](C:/HyperTwist/docs/HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md:1) before widening any of these lanes
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- treat future work here as normal first-party enhancement work rather than retained-donor backlog work
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- `2026-05-27` trainer hierarchy clarification: `tao-yu/Alg-Trainer` keeps the
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landed broad algorithm-training shell and case-corpus foundation slice,
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`Lykos/cube_trainer` keeps the landed persisted coaching and
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weighted-sampling slice, and current first-party code owns the practical
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training-session, review-plan, queue, follow-up, and coaching union above
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both
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- `2026-05-27` custody correction: `poliva/cubedex` is no longer to be
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treated as a landed permissive preserve row. Preserve the existing
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first-party outputs, but route any future donor-backed work from restrictive
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@ -0,0 +1,194 @@
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# HyperTwist Trainer Foundation And Persisted Coaching Hierarchy Reconciliation - 2026-05-27
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## Status
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This document is the source-backed reconciliation note for the current
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trainer-family hierarchy across:
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- `tao-yu/Alg-Trainer`
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- `Lykos/cube_trainer`
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- the first-party training, review-plan, follow-up, and coaching surfaces
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- the landed `Aarav2709/KubeTimr` timer substrate
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- the landed `kash/cubedesk` trainer-session and integrated smart-device
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workflow family
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- the now-demoted `poliva/cubedex` restrictive comparison row
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It answers one narrow question:
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- do the current `tao-yu/Alg-Trainer` and `Lykos/cube_trainer` source surfaces
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require reopening already landed HyperTwist training and coaching packets
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before any future trainer-adjacent widening is considered
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Result:
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- no product-code reopening is required
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- yes selective authority backfill is required so the landed trainer-family
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split remains explicit in current canon instead of living only in older
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preserve prose
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## Source basis
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- `C:\HyperTwist\docs\HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md`
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- `C:\HyperTwist\docs\HYPERTWIST_PHASE_1R_RETAINED_SET_CONTRACT_AND_HANDOFF_2026-05-13.md`
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- `C:\HyperTwist\docs\REPO_LICENSE_TRACKING.md`
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- `C:\HyperTwist\docs\v6_5_deep_manual_pack\HyperTwist\FEATURE_REGISTRY.md`
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- `C:\Workspaces\HyperTwist\repos.manifest.json`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\tao-yu\Alg-Trainer\README.md`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\tao-yu\Alg-Trainer\js\controls.js`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\tao-yu\Alg-Trainer\js\oneLookLastLayer.js`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\Lykos\cube_trainer\README.md`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\Lykos\cube_trainer\app\models\training_session.rb`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\Lykos\cube_trainer\client\src\app\utils\sampling\weighted-sampler.ts`
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- `C:\Workspaces\HyperTwist\mirrors\permissive\Lykos\cube_trainer\client\src\app\training\trainer.service.ts`
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- current first-party training code and content surfaces under:
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- `C:\HyperTwist\UnrealHyperTwist\Source\UnrealHyperTwist\Public\HyperTwistTraining`
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- `C:\HyperTwist\UnrealHyperTwist\Source\UnrealHyperTwist\Private\HyperTwistTraining`
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- `C:\HyperTwist\UnrealHyperTwist\Content\HyperTwistTraining\MaterializedCatalog`
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## Slice-local verdict
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| Slice | Primary authority | Secondary value kept | Route | Width | Result |
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|---|---|---|---|---|---|
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| Landed first-party training-session orchestration, review-plan state, follow-up queues, coach summaries, and broader runtime integration | first-party training and coaching surfaces | the landed permissive trainer rows remain subordinate foundations | existing landed first-party route | `F2` | unchanged live implementation owner |
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| Broad algorithm-training shell, organized set/subset case corpus, timer/reveal/scramble/virtual-cube flow, and smartcube-capable algorithm-drill posture | `tao-yu/Alg-Trainer` | current first-party training/coaching surfaces remain the live orchestration owner; `Lykos/cube_trainer` remains the persistence-heavy coaching adjunct | existing landed permissive route | `F2` | unchanged landed trainer-foundation owner beneath current first-party code |
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| Persisted training-session modeling, weighted sampling, method exploration, and BLD-heavy coaching/domain value | `Lykos/cube_trainer` | `tao-yu/Alg-Trainer` remains the broader algorithm-shell and case-corpus owner; current first-party training/coaching surfaces remain the live orchestration owner | existing landed permissive route | `F2` | unchanged landed persisted-coaching owner beneath current first-party code |
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| Landed local timer substrate and integrated smart-device workflow composition | `Aarav2709/KubeTimr` plus bounded `kash/cubedesk` lanes | the trainer-family rows remain adjacent, not replacement owners | existing landed permissive and clean-room routes | `F2` | unchanged live implementation owner |
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| Smartcube-aware practice-shell, review/SRS UX, and split-timing comparison | `poliva/cubedex` restrictive reference row | current first-party and permissive landed trainer owners remain stronger for live implementation | restrictive comparison only | `F2` | unchanged non-live comparison row |
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## Why no product-code reopening is required
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### `tao-yu/Alg-Trainer`
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`Alg-Trainer` still correctly owns the broad landed permissive trainer
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foundation slice.
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The checked source remains strongest for:
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- large organized algorithm case-corpus breadth
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- set/subset-oriented drill structure
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- timer plus reveal plus scramble plus virtual-cube flow
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- smartcube-capable algorithm-drill posture
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- user-defined algset friendliness
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That is still real live preserve value. It does not make `Alg-Trainer` the
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owner of HyperTwist's current persistence-heavy review-plan, queue, follow-up,
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or coaching orchestration family.
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### `Lykos/cube_trainer`
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`cube_trainer` still correctly owns the narrower persistence-heavy coaching
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adjunct slice.
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The checked source remains strongest for:
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- persisted training-session modeling
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- weighted and recency-aware case selection
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- method exploration and case-count reasoning
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- BLD-heavy domain and commutator-oriented coaching value
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That is still real live preserve value. It does not make `cube_trainer` the
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owner of the broad algorithm-shell/case-corpus foundation and it does not
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reopen the already landed first-party training-session, review-plan,
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follow-up, or coaching dashboard union.
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### Current first-party training and coaching surfaces
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HyperTwist already owns the practical live family in current first-party code:
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- training-session runtime and orchestration
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- review-plan state, repository/runtime access, and update flow
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- coach action plans, follow-up packets, and queue state
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- weighted selection-policy import and runtime handling
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- smartcube-capability preview and training runtime integration
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- materialized donor-attribution and imported deck/content-pack surfaces
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Those current first-party surfaces are already broader than either preserve row
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alone and already sit above the adjacent landed timer, smart-device, and
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comparison rows.
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## Selective backfill result
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### Earlier preserve note reopened
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- `C:\HyperTwist\docs\HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md`
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### Earlier retained-set contract reopened
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- `C:\HyperTwist\docs\HYPERTWIST_PHASE_1R_RETAINED_SET_CONTRACT_AND_HANDOFF_2026-05-13.md`
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### Reason
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The live-lane audit already captured the raw preserve split, but the later
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first-party training stack and the adjacent `KubeTimr` / `CubeDesk` /
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`cubedex` clarification passes mean the trainer-family hierarchy now needs to
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be explicit in current canon:
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- `tao-yu/Alg-Trainer` remains the landed broad algorithm-training shell and
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case-corpus foundation
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- `Lykos/cube_trainer` remains the landed persisted coaching and
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weighted-sampling adjunct
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- current first-party code owns the practical training-session, review-plan,
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queue, follow-up, and coaching union above them
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- neither row is a default reopened implementation queue row
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### Change class
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- repo-local extraction did not change
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- cross-lane authority wording was sharpened
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- no cleanup interpretation changed
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- no product-code change occurred
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### What remained valid
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- both rows remained landed permissive preserve lanes
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- the current first-party training/coaching stack remained valid
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- the adjacent `KubeTimr`, `CubeDesk`, and `cubedex` hierarchy calls remained
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valid
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### What changed
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The dependent canon now makes the exact current trainer-family split explicit
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instead of leaving it distributed across older preserve prose.
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## Propagation result
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### Feature registry
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Updated.
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The registry now explicitly carries the landed algorithm-training foundation
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and landed persisted-coaching/weighted-sampling adjunct families in addition to
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the generic first-party training/coaching rows.
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### Cross-lane doctrine
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No doctrine wording change was needed.
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### Skillization
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No doctrine or `SKILLS.md` change was needed.
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This pass did not create or reopen any command or skill surface.
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### Legal evidence
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No license-status or custody change occurred.
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The repo-row tracker, live-lane audit, feature registry, retained-set
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contract, and manifest notes were sharpened instead.
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## Operational answer
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Before any future trainer-adjacent widening is opened, the correct move was
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this evaluation and selective backfill pass first.
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After this pass:
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- do not reopen the live product code
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- do not reinterpret `tao-yu/Alg-Trainer` as the persistence-heavy coaching
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owner
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- do not reinterpret `Lykos/cube_trainer` as the broad trainer-shell or
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case-corpus foundation owner
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- if HyperTwist later widens this family again, do it only against a narrower
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trainer sub-slice that is still provably missing above the current first-party
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training/coaching union
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@ -480,6 +480,7 @@ Source basis:
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- `C:\Workspaces\HyperTwist\mirrors\permissive\tao-yu\Alg-Trainer\LICENSE`
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- `C:\HyperTwist\docs\HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md`
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- `C:\HyperTwist\docs\HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md`
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Practical obligations:
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@ -488,7 +489,10 @@ Practical obligations:
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Approved working posture:
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- preserve as a landed first-party permissive lane
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- preserve as the landed first-party permissive algorithm-training foundation
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lane
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- keep current first-party training/coaching code as the live
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session/review-plan/follow-up orchestration owner above this row
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- widen only through ordinary owned enhancement work
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### `Aarav2709/KubeTimr`
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@ -571,6 +575,7 @@ Source basis:
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- `C:\Workspaces\HyperTwist\mirrors\permissive\Lykos\cube_trainer\LICENSE`
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- `C:\HyperTwist\docs\HYPERTWIST_LIVE_LANES_SOURCE_AND_PRESERVATION_AUDIT_2026-05-13.md`
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- `C:\HyperTwist\docs\HYPERTWIST_TRAINER_FOUNDATION_AND_PERSISTED_COACHING_HIERARCHY_RECONCILIATION_2026-05-27.md`
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Practical obligations:
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@ -579,7 +584,10 @@ Practical obligations:
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Approved working posture:
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- preserve as a landed first-party permissive lane
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- preserve as the landed first-party permissive persisted-coaching and
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weighted-sampling lane
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- keep current first-party training/coaching code as the live
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session/review-plan/follow-up orchestration owner above this row
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- widen only through ordinary owned enhancement work
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### `poliva/cubedex`
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@ -182,6 +182,8 @@ repo.
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| Training sessions, method drills, and coaching dashboard | Implemented now | first-party training/coaching surfaces | Current live cockpit anchor. |
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| Follow-up templates, session queues, and coach summaries | Implemented now | first-party current code | Real first-party orchestration surface. |
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| Algorithm-training shell, set/subset corpus, and smartcube-capable drill foundation | Implemented now | landed `tao-yu/Alg-Trainer` preserve lane + first-party training stack | Current live algorithm-training foundation remains grounded in the landed permissive `Alg-Trainer` preserve lane for broad case-corpus breadth, set/subset drill structure, timer/reveal/scramble/virtual-cube flow, and smartcube-capable algorithm drill posture. This does not displace the first-party review-plan, queue, or follow-up orchestration family, nor the landed `cube_trainer` persisted-coaching slice. |
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| Persisted coaching, weighted sampling, and BLD-domain session modeling | Implemented now | landed `Lykos/cube_trainer` preserve lane + first-party training stack | Current live persistence-heavy coaching adjunct remains grounded in the landed permissive `cube_trainer` preserve lane for weighted sampling, method exploration, and BLD-domain training-session logic. This does not displace the broader `Alg-Trainer` algorithm-shell/case-corpus foundation, the `KubeTimr` timer substrate, or the current first-party trainer-shell and follow-up orchestration union. |
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| Guided beginner lesson-state and stepwise pedagogy benchmark | Deep-source grounded retained | `AviKaufman/Rubix-cube-trainer` retained clean-room benchmark lane | Retained as `A1 + R4 + F2` only for named beginner milestones, oversatisfied-step explanation, bounded step help, and manual-turn/tutorial coherence on a live cube surface. This does not displace the first-party training-session, method-drill, coaching queue/follow-up, or bounded classic-cube `Phase 6R-Q/R/S` explanation and correction seams. |
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| Guided task-planner and focus-playback benchmark | Deep-source grounded retained | `alinen/cube` retained clean-room benchmark lane | Retained as `A1 + R4 + F2` only for a separable lesson-task graph, bounded task-local planner, focus-target cueing, and queued move demonstration on a visible cube surface. This does not displace the first-party training-session, method-drill, coaching queue/follow-up, canonical replay, or bounded classic-cube `Phase 6R-Q/R/S` explanation and correction seams. |
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| Blindfold memo attempt and validation benchmark | Deep-source grounded retained | `ambisinister/blindsolve` retained clean-room benchmark lane | Retained as `A1 + R4 + F2` only for a narrow blindfold memo attempt-phase loop, conceal/reveal validation, letter-pair token entry, parity-aware memo expectation, and lightweight repeat cadence. This does not displace the first-party timing-policy templates, coaching-memory/follow-up surfaces, replay-verification blindfold event taxonomy, or the broader memory doctrine. |
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