docs(autotrain): continuous-openui-scheduled-5b5605 c1-c8 closeout (all non-positive)

[Tyler-R-Kendrick]

Summary

Scheduled /autotrain continuous-loop iteration, loop-id continuous-openui-scheduled-5b5605, track twotower, primary metric smoke.structural_similarity. Two supervised batches (8 cycles total) — none positive:

Cycle	Arms	Result	Reason
c1	control, bounds	non-positive	fixture insufficient_n (n=3), primary metric delta 0.0
c2	component-plan, control	non-positive	both arms hit decode-timeout wall cap (exit 124), incomplete measurement
c3	control, component-plan (replay of c2)	non-positive	frozen-replay retry still hit decode timeouts on both arms
c4	bounds, control	non-positive	efficiency blip rejected (gain 0.94% < 5% min-effect threshold), primary metric delta 0.0
c5	component-plan, control	non-positive	component-plan arm hit decode-timeout wall cap; incomplete measurement
c6	component-plan (replay of c5), control	non-positive	frozen-replay retry: component-plan rejected on runtime, control gate-rejected (fixture n=3)
c7	canvas, control	non-positive	fixture insufficient_n, primary metric delta 0.0
c8	component-plan, control	non-positive	fixture insufficient_n, primary metric delta 0.0 (both arms identical 0.174167)

• Ship gates fail as expected on smoke-scale fixture data (n=3-4, need ≥20) — screening only, not a ship claim.
• Recurring decode-timeout pattern on the component-plan track (c2, c3, c5, c6) is consistent with CPU-only inference at fixture scale under the 70s per-arm wall cap; self-healed automatically via the driver's frozen-replay retry path each time, not a harness regression requiring code changes.
• Per sdlc autotrain-iteration-delivery: non-positive cycles get docs + local commits only, no new stack layer. This PR carries the iron-law docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c{1..8}-results.{md,json} docs plus the continuous driver's auto-updated docs/MODEL_CARD.md/README/version-stamp bookkeeping for each cycle's self-heal closeout.
• Loop is idle at cycle 8, no hard blockers (hard_pending=[] throughout both batches).

Test plan

• Continuous driver's own pre-commit hook ran scripts.check_changed --staged --changed-tests-only + targeted pytest (versioning/checkpoint-reference tests) for every cycle commit — passed.
• docs/design/continuous-loop-*-results.{md,json} present for all 8 cycles.
• python -m scripts.autoresearch status --loop-id continuous-openui-scheduled-5b5605 --matrix --last 5 / --last 4 show IDLE state, no blockers.
• No model/ship-readiness claim — fixture screening only (evidence_class: fixture throughout).

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Project	Deployment	Actions	Updated (UTC)
slm-training	Ready	Preview	Aug 9, 2026 5:47am

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Review details

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: 01659595-7e10-4696-8bbb-d956b2a68dbd

📥 Commits

Reviewing files that changed from the base of the PR and between 1586c04 and 6e70d28.

📒 Files selected for processing (5)

• README.md
• docs/MODEL_CARD.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c8-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c8-results.md
• src/slm_training/resources/versions.json

📝 Walkthrough

Walkthrough

Added fixture-only screening records for the 2026-08-09 continuous OpenUI campaign. The changes cover cycles c1–c7, checkpoint provenance in the README and model card, and v3 history entries stating that behavior was unchanged.

Changes

Continuous OpenUI screening

Layer / File(s)	Summary
Completed cycle result records docs/design/*c1-results.*, docs/design/*c4-results.*, docs/design/*c7-results.*	Added candidate/control metrics, screening outcomes, evidence classifications, rejection reasons, and non-ship metadata for completed cycles.
Incomplete and retry cycle records docs/design/*c2-results.*, docs/design/*c3-results.*, docs/design/*c5-results.*, docs/design/*c6-results.*	Added incomplete or retry results with unavailable metrics, measurement failures, insufficient fixtures, and fixture-only closeout notes.
Campaign checkpoint and history records README.md, docs/MODEL_CARD.md, src/slm_training/resources/versions.json	Added checkpoint paths and campaign notes. Added five v3 history entries stating that behavior was unchanged.

Estimated code review effort: 1 (Trivial) | ~5 minutes

Possibly related PRs

• Tyler-R-Kendrick/slm-training#1527: Documents the same 2026-08-09 campaign and mirrored result, README, model-card, and history records.
• Tyler-R-Kendrick/slm-training#1518: Uses the same fixture-only continuous OpenUI screening and checkpoint documentation structure.
• Tyler-R-Kendrick/slm-training#1496: Extends the same scheduled-loop screening and version-history workflow for another campaign.

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately describes the continuous OpenUI closeout and non-positive cycles, but it claims c1-c8 while the changes document cycles c1-c7.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch claude/great-dirac-jygqi1

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[coderabbitai]

Actionable comments posted: 1

🤖 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.

Inline comments:
In
`@docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json`:
- Around line 27-32: Preserve cycle 2 timeout provenance for both arms: update
docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json
lines 27-32 to record the component-plan 70-second decode timeout and any
matching harness-failure reason, then mirror that corrected provenance in
docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.md
lines 11-13; alternatively revise the objective consistently if the evidence
does not support the timeout claim.

🪄 Autofix

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: 4b53bbdc-1bb7-4d00-bdaf-205d53da0809

📥 Commits

Reviewing files that changed from the base of the PR and between 904c382 and 1586c04.

📒 Files selected for processing (17)

• README.md
• docs/MODEL_CARD.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c1-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c1-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c3-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c3-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c4-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c4-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c5-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c5-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c6-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c6-results.md
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c7-results.json
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c7-results.md
• src/slm_training/resources/versions.json

[coderabbitai]

🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win

Preserve the cycle 2 timeout provenance in both result representations.

The PR objective states that both arms reached the 70-second decode-timeout cap, but the changed records identify a timeout only for the control arm. The component-plan arm is reduced to missing_scoreboard, which prevents the documented closeout from being audited.

• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json#L27-L32: Add the component-plan timeout and any matching harness-failure reason, or revise the objective to match the evidence.
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.md#L11-L13: Mirror the corrected component-plan timeout provenance in the Markdown record.

📍 Affects 2 files

• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json#L27-L32 (this comment)
• docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.md#L11-L13

🤖 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
`@docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json`
around lines 27 - 32, Preserve cycle 2 timeout provenance for both arms: update
docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.json
lines 27-32 to record the component-plan 70-second decode timeout and any
matching harness-failure reason, then mirror that corrected provenance in
docs/design/continuous-loop-20260809-continuous-openui-schedu-0f17ac27-c2-results.md
lines 11-13; alternatively revise the objective consistently if the evidence
does not support the timeout claim.