docs(autotrain): continuous-openui-local screening cycles 1-5 closeout - #1480
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Continuous autotrain screening cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c1 (bounds vs control, wf_smoke_v2 fixture, 20 steps) completed and hit expected honest ship-gate rejection (fixture insufficient_n, null primary-metric delta). Non-positive cycle: local docs commit only, no stacked PR per autotrain-iteration-delivery. Records the run under docs/design/ and appends a no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition (README/MODEL_CARD provenance notes only; SLM-228 behavior unchanged). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c2 (component-plan vs control): component-plan completed and still failed honest ship gates (fixture insufficient_n); the matched control hit a decode-timeout-driven measurement incomplete (harness_failure, executable_unblock_rejected_low_mpr). Non-positive: local docs commit only, no stacked PR. Driver flags retry_measurement to replay the identical frozen arm next cycle. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
…0260808-continuous-openui-local-8c0b60dd-c3 closeout
Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c4 (bounds vs control, wf_smoke_v2 fixture): non-positive fixture screen, still fails honest ship gates. Local docs commit only, no stacked PR. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition (README/MODEL_CARD checkpoint-provenance notes only; SLM-228 behavior unchanged). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c5: control-only fixture screen (component-plan arm not executed this pass); non-positive, still fails honest ship gates. Local docs commit only, no stacked PR. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition (README/MODEL_CARD checkpoint-provenance notes only; SLM-228 behavior unchanged). Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
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📝 WalkthroughWalkthroughAdded continuous-openui-local screening records for cycles c1–c5. Updated the README, model card, and version history with checkpoint provenance and explicit fixture-only, non-promotion status. ChangesContinuous autotrain screening records
Estimated code review effort: 2 (Simple) | ~10 minutes Possibly related PRs
🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c6 (canvas vs control, wf_smoke_v2 fixture): non-positive fixture screen, still fails honest ship gates. Local docs commit only, no stacked PR. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
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🧹 Nitpick comments (1)
README.md (1)
796-818: 📐 Maintainability & Code Quality | 🔵 Trivial | 💤 Low valueOptional: give each "Continuous autotrain note" heading a unique title.
Static analysis flags repeated heading text (MD024) at these four sections. Include the campaign id in each heading, for example
## Continuous autotrain note (2026-08-08, c1), to remove the duplicate-heading warning and make each section directly anchorable.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@README.md` around lines 796 - 818, Update each repeated “Continuous autotrain note” heading in the README to include its campaign-specific suffix, such as c1, c2, c4, or c5, while preserving the existing date and section content so every heading is unique and anchorable.Source: Linters/SAST tools
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Nitpick comments:
In `@README.md`:
- Around line 796-818: Update each repeated “Continuous autotrain note” heading
in the README to include its campaign-specific suffix, such as c1, c2, c4, or
c5, while preserving the existing date and section content so every heading is
unique and anchorable.
ℹ️ Review info
⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro Plus
Run ID: 39be8ee6-721f-4465-bc54-7538970ba5b0
📒 Files selected for processing (13)
README.mddocs/MODEL_CARD.mddocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c1-results.jsondocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c1-results.mddocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c2-results.jsondocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c2-results.mddocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c3-results.jsondocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c3-results.mddocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c4-results.jsondocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c4-results.mddocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c5-results.jsondocs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c5-results.mdsrc/slm_training/resources/versions.json
…EL_CARD headings Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c7 (component-plan vs control, wf_smoke_v2 fixture): non-positive fixture screen, still fails honest ship gates. Local docs commit only, no stacked PR. Also addresses CodeRabbit's MD024 nitpick on PR #1480: the repeated "Continuous autotrain note (2026-08-08)" headings in README.md and docs/MODEL_CARD.md are now suffixed with their campaign cycle id (c1/c2/c4/c5/c6/c7) so each section is unique and anchorable. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
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Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c8: control-only fixture screen (component-edge arm not executed this pass); non-positive, still fails honest ship gates. Local docs commit only, no stacked PR. Also proactively suffixes the c8 "Continuous autotrain note" heading with its campaign id to keep README/MODEL_CARD MD024-clean per the convention landed in PR #1480. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ
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…ut (#1509) * docs(autotrain): continuous continuous-openui-local cycle 8 closeout Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c8: control-only fixture screen (component-edge arm not executed this pass); non-positive, still fails honest ship gates. Local docs commit only, no stacked PR. Also proactively suffixes the c8 "Continuous autotrain note" heading with its campaign id to keep README/MODEL_CARD MD024-clean per the convention landed in PR #1480. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ * docs(autotrain): continuous continuous-openui-local continuous-loop-20260808-continuous-openui-local-8c0b60dd-c9 closeout * docs(autotrain): continuous continuous-openui-local cycle 10 closeout Cycle continuous-loop-20260808-continuous-openui-local-8c0b60dd-c10 (component-edge vs control, wf_smoke_v2 fixture): non-positive fixture screen, still fails honest ship gates. Local docs commit only, no stacked PR. Appends the matching no-bump version-stamp history entry for harness.experiments.slm228_spectral_disposition. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QBCuFmvGEyYJsjKGCccbNQ --------- Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: autotrain <autotrain@local>
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Summary
Scheduled
/autotraincontinuous-loop iteration. Ran 5 supervised screeningcycles of the
continuous-openui-localloop (wf_smoke_v2fixture traindata, 20 steps, honest ship gates on) and landed their required
documentation closeout:
docs/design/continuous-loop-20260808-continuous-openui-local-8c0b60dd-c{1..5}-results.{md,json}— one JSON + markdown pair per cycle (
documenting-experiment-results).docs/MODEL_CARD.md/README.md— per-cycle checkpoint-provenancenotes (fixture/scratch, not a ship promotion).
src/slm_training/resources/versions.json— matchingno-bump:historyentries for
harness.experiments.slm228_spectral_dispositionfor eachcycle that touched the checkpoint-note paths
(
verify_version_stampscontract).Honesty status — all 5 cycles are non-positive
Every cycle correctly failed the honest fixture ship gates (expected at
n=3fixture scale —insufficient_n,meaningful_program_rate,structural_similarity, etc. all below threshold) or hit a soft,self-healing infrastructure signal (decode-timeout on the matched control,
one arm not executed). Per
autotrain's continuous-mode law, non-positivecycles get local docs commits only — no
gh stacklayer, so this PR isplain documentation/provenance housekeeping, not a claimed model or harness
win. No checkpoint here is being promoted or shipped.
Cycle diagnostics fed back into the loop's
NextRunPriorityV1queue(
component-planvscomponent-edgearms, frozen-replay retries) for thenext continuous iteration.
Test plan
scripts.verify_version_stamps --checkpasses on every commit in this PRtests/test_scripts/test_verify_checkpoint_references.py,tests/test_versioning/*) pass on every commitdocs/design/*-results.jsoninterpret any of these 5 cycles as ship-ready
Generated by Claude Code
Summary by CodeRabbit