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autotrain: continuous-openui-20260808-scheduled cycles 1-6 (screening, non-positive) - #1499

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autotrain: continuous-openui-20260808-scheduled cycles 1-6 (screening, non-positive)#1499
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@Tyler-R-Kendrick Tyler-R-Kendrick commented Aug 8, 2026

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Summary

Docs-only closeout for six /autotrain continuous-loop screening cycles
(continuous-openui-20260808-scheduled), run per the autotrain skill's
Phase A iteration-delivery process. Fixture-scale CPU scratch training on
wf_smoke_v2, honest ship gates on throughout.

Cycle Arms Primary (smoke.structural_similarity) Outcome
c1 bounds vs control 0.0575 vs 0.0575 (tie) NON_POSITIVE — fixture n=3 ship-gate rejection
c2 component-plan vs control 0.3828 vs 0.3267 (+0.0561) POSITIVE metric win, but positive_no_tracked_delta_skip_stack — reproduces a prior independently-measured hypothesis with no new tracked code; queued for fresh-seed confirmation
c3 confirm vs control 0.1908 vs 0.1908 (flat, not re-held) NON_POSITIVE — fresh-seed confirmation rejects the c2 champion fingerprint (binder_reference_f1 non-regression fail 0.822→0.6); champion demoted
c4 batch1 vs control 0.4167 vs 0.4167 (tie) NON_POSITIVE — null primary-metric delta
c5 component-plan vs control incomplete NON_POSITIVE — decode/wall-timeout residual (decode_timeout_count=3), arm not executed; soft thrash failure, loop continued per SELF_HEAL_THRASH_TIMEOUT_REPAIR
c6 bounds vs control 0.0964 vs 0.0964 (tie) NON_POSITIVE — null primary-metric delta

No harness/model code changed in this branch — per the autotrain iteration-
delivery gate (.claude/skills/sdlc/references/autotrain-iteration-delivery.md),
a stacked PR layer is opened only for a positive run with a tracked code
delta
; these cycles are screening-only measurement + documentation, so no
stack layer was opened (matches driver classification: stack_layer=False
for all six cycles).

Each cycle carries an append-only no-bump version-stamp history entry on
harness.experiments.slm228_spectral_disposition — behavior-neutral, docs-only
provenance appends to README/MODEL_CARD.

What's included

  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c{1..6}-results.{md,json} — iron-law run evidence for each cycle
  • README.md, docs/MODEL_CARD.md — continuous autotrain provenance notes
  • src/slm_training/resources/versions.json — 6 no-bump history entries for harness.experiments.slm228_spectral_disposition

Test plan

  • python -m scripts.verify_version_stamps --check --staged passes on every commit
  • Iron-law docs written for every cycle (documenting-experiment-results)
  • Ship gates stayed on (fixture rejections are expected/honest, not weakened)
  • Fresh-seed confirmation for a future component-plan-family hypothesis (queued, not part of this PR)

The continuous-openui-20260808-scheduled loop continues; further non-positive
cycles land as additional commits on this branch, a positive run with a real
code delta opens a new stacked layer per gh stack convention.

🤖 Generated by the autotrain skill continuous loop.

autotrain added 4 commits August 8, 2026 08:32
…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c1 closeout

Cycle 1 (c1-bounds, c1-control): fixture smoke n=3 ship-gate rejection,
structural_similarity 0.0575 tie between candidate/control, NON_POSITIVE.
Version-stamp no-bump note recorded for the docs-only README/MODEL_CARD
provenance append.
…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c2 closeout

Cycle 2 (c2-component-plan, c2-control): fixture screening win,
smoke.structural_similarity 0.3267->0.3828 (+0.0561), positive_no_tracked_delta_skip_stack
(reproduces prior independent sessions' measurement of the same hypothesis;
fresh-seed confirmation queued per driver priorities). Version-stamp no-bump
note recorded for the docs-only README/MODEL_CARD provenance append.
…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c3 closeout

Cycle 3 (c3-confirm, c3-control): fresh-seed confirmation of the c2
component-plan champion (fingerprint 6cfba5d6fd08579f). REJECTED:
binder_reference_f1 non-regression fail 0.822->0.6, structural_similarity
flat at 0.1908 (not re-held). Champion demoted; NON_POSITIVE. Version-stamp
no-bump note recorded for the docs-only README/MODEL_CARD provenance append.
…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c4 closeout

Cycle 4 (c4-batch1, c4-control): fixture batch-size arm, null primary-metric
delta (structural_similarity 0.4167 tie control vs candidate), NON_POSITIVE.
Version-stamp no-bump note recorded for the docs-only README/MODEL_CARD
provenance append.
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Project Deployment Actions Updated (UTC)
slm-training Ready Ready Preview Aug 8, 2026 8:49am

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📥 Commits

Reviewing files that changed from the base of the PR and between b12eb2c and 49953e9.

📒 Files selected for processing (15)
  • README.md
  • docs/MODEL_CARD.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c1-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c1-results.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c2-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c2-results.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c3-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c3-results.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c4-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c4-results.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c5-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c5-results.md
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c6-results.json
  • docs/design/continuous-loop-20260808-continuous-openui-202608-13c4d22a-c6-results.md
  • src/slm_training/resources/versions.json

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…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c5 closeout

Cycle 5 (c5-component-plan, c5-control): decode/wall-timeout residual on the
component-plan arm (exit=124, decode_timeout_count=3, arm not executed);
measurement incomplete, NON_POSITIVE, soft thrash failure per continuous-mode
self-heal law (SELF_HEAL_THRASH_TIMEOUT_REPAIR) — loop continues, not a hard
block. Version-stamp no-bump note recorded for the docs-only README/MODEL_CARD
provenance append.
…inuous-loop-20260808-continuous-openui-202608-13c4d22a-c6 closeout

Cycle 6 (c6-bounds, c6-control): fixture bounds arm, null primary-metric
delta (structural_similarity 0.0964 tie control vs candidate), NON_POSITIVE.
Version-stamp no-bump note recorded for the docs-only README/MODEL_CARD
provenance append.
@Tyler-R-Kendrick Tyler-R-Kendrick changed the title autotrain: continuous-openui-20260808-scheduled cycles 1-4 (screening, non-positive) autotrain: continuous-openui-20260808-scheduled cycles 1-6 (screening, non-positive) Aug 8, 2026
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