docs(autotrain): continuous-openui-scheduled-r7m3xz c1-c3 closeout (all non-positive)

[Tyler-R-Kendrick]

Summary

Second round of the same scheduled /autotrain continuous-loop session (loop-id continuous-openui-scheduled-r7m3xz, following #1483 which merged), run per autotrain + sdlc autotrain-iteration-delivery on origin/main's new tip after #1483/#1482/#1485 landed. 3 supervised screening cycles against fixture wf_smoke_v2 (control vs. rotating bounds/component-plan arms), each under MAX_RUN_MINUTES=3.

• c1 (...a8e59439-c1, control/bounds): clean run, no decode timeout (compiler_ms_mean ~4.8-5.3s/record). structural_similarity identical across arms (0.0575) — null primary delta.
• c2 (...a8e59439-c2, control/component-plan): hit the same decode-capacity blocker documented across four independent loops now (h2k9wp c2, gmyilq, fe71636, and this one) — compiler_ms_mean ~34.7-34.8s vs. the 12s per-record screening budget. Infrastructure measurement_incomplete.
• c3 (...a8e59439-c3, control/bounds): clean run (compiler_ms_mean ~9.5-10.1s). structural_similarity identical (0.190833, matching round 1's c3 exactly — same fixture/seed/knob). Efficiency win (+13.4% mpr_per_ms) logged but not positive since the primary metric didn't move.

Per sdlc autotrain-iteration-delivery, none of the three cycles meet the positive-result gate (fixture insufficient_n, null primary deltas throughout). No stack layer. This PR carries only the iron-law documentation (docs/design/*-results.{md,json}) plus the required docs/MODEL_CARD.md / README.md provenance notes and their no-bump: versions.json entries for harness.experiments.slm228_spectral_disposition — this round the continuous driver's self-heal closeout committed all of this automatically in one pass per cycle (no manual version-stamp intervention needed, unlike round 1 in #1483).

No harness/model/eval code changed this session.

Test plan

• python -m scripts.verify_version_stamps --check passes for every commit (pre-commit hook enforced)
• Each cycle's pre-commit hook ran the associated tests/test_scripts/test_verify_checkpoint_references.py + tests/test_versioning shards (all green)
• python -m scripts.autoresearch status --loop-id continuous-openui-scheduled-r7m3xz --matrix --last 5 printed after every cycle
• No model/ship-gate claim is made — all three cycles are fixture-scale screening only, honestly documented as non-positive

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📥 Commits

Reviewing files that changed from the base of the PR and between d1b3ff5 and 6dcf07d.

📒 Files selected for processing (9)

• README.md
• docs/MODEL_CARD.md
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c1-results.json
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c1-results.md
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c2-results.json
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c2-results.md
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c3-results.json
• docs/design/continuous-loop-20260808-continuous-openui-schedu-a8e59439-c3-results.md
• src/slm_training/resources/versions.json

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