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Deduplicate HyperTwist coach memory guidance sources

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axiomlogicnexus 2026-06-30 01:20:38 +00:00
parent ebabc6e4d6
commit b577da7268
3 changed files with 112 additions and 72 deletions
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88
UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
View file

@ -4264,44 +4264,16 @@ namespace HyperTwistTrainingRepositoryLibraryInternal
const bool bAlignedTightFollowUpGuidanceOutcomeSource =
CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-aligned-tight-follow-up-outcome")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-outcome")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("coach-memory-aligned-follow-up-packet-structure-tight-follow-up")
|| HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource(
CoachMemorySnapshot.PreferredGuidanceSourceLabel)
|| HyperTwistTrainingRepositoryLibraryInternal::IsAlignedTightFollowUpPacketStructureCoachMemorySource(
CoachMemorySnapshot.PreferredGuidanceSourceLabel)
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-aligned-tight-follow-up-outcome")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-outcome")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("coach-memory-aligned-follow-up-packet-structure-tight-follow-up")
|| HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource(
CoachMemorySnapshot.PreferredCoachHandoffSourceLabel)
|| HyperTwistTrainingRepositoryLibraryInternal::IsAlignedTightFollowUpPacketStructureCoachMemorySource(
CoachMemorySnapshot.PreferredCoachHandoffSourceLabel)
|| (CoachMemorySnapshot.PreferredGuidanceLane
== EHyperTwistTrainingCoachGuidanceLane::FollowUp
&& CoachMemorySnapshot.ReliableAlignedTrustedTightFollowUpGuidanceOutcomeHistoryCount >= 2
@ -4314,44 +4286,16 @@ namespace HyperTwistTrainingRepositoryLibraryInternal
const bool bAlignedBroadRecommendedGuidanceOutcomeSource =
CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-aligned-broad-recommended-outcome")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-outcome")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredGuidanceSourceLabel
== TEXT("coach-memory-aligned-follow-up-packet-structure-broad-recommended")
|| HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource(
CoachMemorySnapshot.PreferredGuidanceSourceLabel)
|| HyperTwistTrainingRepositoryLibraryInternal::IsAlignedBroadRecommendedPacketStructureCoachMemorySource(
CoachMemorySnapshot.PreferredGuidanceSourceLabel)
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-aligned-broad-recommended-outcome")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-outcome")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable")
|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
== TEXT("coach-memory-aligned-follow-up-packet-structure-broad-recommended")
|| HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource(
CoachMemorySnapshot.PreferredCoachHandoffSourceLabel)
|| HyperTwistTrainingRepositoryLibraryInternal::IsAlignedBroadRecommendedPacketStructureCoachMemorySource(
CoachMemorySnapshot.PreferredCoachHandoffSourceLabel)
|| (CoachMemorySnapshot.PreferredGuidanceLane
== EHyperTwistTrainingCoachGuidanceLane::Recommended
&& CoachMemorySnapshot.ReliableAlignedTrustedBroadRecommendedGuidanceOutcomeHistoryCount >= 2

48
docs/ops/HYPERTWIST_REFACTORING_TOOLCHAIN_2026-06-22.md
View file

@ -1972,3 +1972,51 @@ Latest recommendation-history classifier helperization follow-up on
summary bodies still remain real vanilla-refactor hotspots
- the next worthwhile continuation remains another bounded
training-repository seam instead of product-topology or renderer widening
Latest coach-memory accepted-aligned guidance-source dedup follow-up on
`2026-06-30`:
- the next same-family continuation then removed another copy of the same
accepted-aligned string ladder from the training-repository lane:
- rewired `bAlignedTightFollowUpGuidanceOutcomeSource` to use
`IsAcceptedAlignedTightFollowUpPacketOutcomeSource(...)` plus
`IsAlignedTightFollowUpPacketStructureCoachMemorySource(...)`
- rewired `bAlignedBroadRecommendedGuidanceOutcomeSource` to use
`IsAcceptedAlignedBroadRecommendedPacketOutcomeSource(...)` plus
`IsAlignedBroadRecommendedPacketStructureCoachMemorySource(...)`
- this keeps the same coach-memory preference truth while preventing the
accepted-aligned source family from drifting across private duplicate
ladders in the same file
- the HyperTwist-owned refactor loop stayed healthy on that exact native
packet:
- `scripts/run-hypertwist-sentrux-source-only.sh`
- `Quality: 6245`
- all `7` rules pass
- `scripts/run-hypertwist-sentrux-gate.sh`
- comparison result:
- `Quality: 6234 -> 6245`
- `Coupling: 0.15 -> 0.15`
- `Cycles: 0 -> 0`
- `God files: 1 -> 1`
- `No degradation detected`
- `scripts/run-hypertwist-gitnexus-analyze.sh`
- the retained local GitNexus native payload still failed cleanly on this
Linux host with `ERR_DLOPEN_FAILED`, so the wrapper truthfully fell back
to `npx gitnexus@latest`
- the refreshed bounded source-only analyzer pass then completed again at
`16,566` nodes, `39,157` edges, `680` clusters, and `300` flows
- `scripts/run-hypertwist-gitnexus-status.sh`
- reported `Indexed commit: 8849f17`, `Current commit: 8849f17`, and
`Status: up-to-date`
- the canonical Windows Unreal proof for that native follow-up then passed
through the maintained reverse-SSH lane:
- `scripts/run-hypertwist-remote-unreal-build.sh --worktree-root 'C:\htpp'`
- `Target is up to date`
- `Result: Succeeded`
- UnrealBuildTool `Total execution time: 6.09 seconds`
- current truthful reading after this native follow-up:
- accepted-aligned guidance-source truth is now centralized further across
both the classifier and coach-memory preference seams
- the remaining worthwhile continuation still is not website churn or XR
widening; it is the larger recommendation-history or queue-summary body
reduction inside the same training-repository family

48
docs/v6_5_deep_manual_pack/HyperTwist/DEVELOPMENT.md
View file

@ -2795,3 +2795,51 @@ Latest same-family responsive public-route expansion follow-up on `2026-06-29`:
summary bodies still remain real vanilla-refactor hotspots
- the next worthwhile continuation remains another bounded
training-repository seam instead of fresh product-topology widening
## Latest coach-memory accepted-aligned guidance-source dedup follow-up
(`2026-06-30`)
- the next same-family continuation then removed another copy of the same
accepted-aligned string ladder from the training-repository lane:
- rewired `bAlignedTightFollowUpGuidanceOutcomeSource` to use
`IsAcceptedAlignedTightFollowUpPacketOutcomeSource(...)` plus
`IsAlignedTightFollowUpPacketStructureCoachMemorySource(...)`
- rewired `bAlignedBroadRecommendedGuidanceOutcomeSource` to use
`IsAcceptedAlignedBroadRecommendedPacketOutcomeSource(...)` plus
`IsAlignedBroadRecommendedPacketStructureCoachMemorySource(...)`
- this keeps the same coach-memory preference truth while preventing the
accepted-aligned source family from drifting across private duplicate
ladders in the same file
- the HyperTwist-owned refactor loop stayed healthy on that exact native
packet:
- `scripts/run-hypertwist-sentrux-source-only.sh`
- `Quality: 6245`
- all `7` rules pass
- `scripts/run-hypertwist-sentrux-gate.sh`
- comparison result:
- `Quality: 6234 -> 6245`
- `Coupling: 0.15 -> 0.15`
- `Cycles: 0 -> 0`
- `God files: 1 -> 1`
- `No degradation detected`
- `scripts/run-hypertwist-gitnexus-analyze.sh`
- the retained local GitNexus native payload still failed cleanly on this
Linux host with `ERR_DLOPEN_FAILED`, so the wrapper truthfully fell back
to `npx gitnexus@latest`
- the refreshed bounded source-only analyzer pass then completed again at
`16,566` nodes, `39,157` edges, `680` clusters, and `300` flows
- `scripts/run-hypertwist-gitnexus-status.sh`
- reported `Indexed commit: 8849f17`, `Current commit: 8849f17`, and
`Status: up-to-date`
- the canonical Windows Unreal proof for that native follow-up then passed
through the maintained reverse-SSH lane:
- `scripts/run-hypertwist-remote-unreal-build.sh --worktree-root 'C:\htpp'`
- `Target is up to date`
- `Result: Succeeded`
- UnrealBuildTool `Total execution time: 6.09 seconds`
- current truthful reading after this native follow-up:
- accepted-aligned guidance-source truth is now centralized further across
both the classifier and coach-memory preference seams
- the remaining worthwhile continuation still is not website churn or XR
widening; it is the larger recommendation-history or queue-summary body
reduction inside the same training-repository family