docs(autotrain): continuous-openui-scheduled-216646 c1-c4 closeout (non-positive)

[Tyler-R-Kendrick]

Summary

Scheduled /autotrain continuous-loop iteration (loop_id=continuous-openui-scheduled-216646), 4 supervised screening cycles at fixture scale (train_version=wf_smoke_v2, steps=20), each wall-capped by MAX_RUN_MINUTES=3.

Cycle	Campaign	Result
c1	...eaa78363-c1 (bounds vs control)	non-positive — smoke fixture insufficient_n, ship gates reject (expected at n=3)
c2	...eaa78363-c2 (component-plan vs control)	primary-metric win on smoke.structural_similarity (0.327→0.383) but fixture-scale only, no tracked code/docs delta beyond the auto-written results docs → stack_action=positive_no_tracked_delta_skip_stack
c3	...eaa78363-c3 (fresh-seed confirmation of c2)	non-positive — confirmation rejected the c2 candidate fingerprint (fixture-seed noise, not a real win)
c4	...eaa78363-c4 (batch1 vs control)	non-positive — ship gates reject

Per autotrain/sdlc iteration-delivery rules, a stacked PR layer is opened only for a positive run with a tracked code/docs delta. None of these four cycles qualify (c2's win did not survive fresh-seed confirmation in c3), so this PR carries only the iron-law documentation + auto-refreshed model-card/version-stamp bookkeeping for each cycle — no harness or model code changes.

Changes

• docs/design/continuous-loop-20260808-continuous-openui-schedu-eaa78363-c{1,2,3,4}-results.{md,json} — per-cycle campaign results (iron law)
• docs/MODEL_CARD.md, README.md — model-card summary refresh for the touched cycles
• src/slm_training/resources/versions.json — version-stamp bookkeeping for the docs/version-stamp component bump

Test plan

• scripts.verify_version_stamps --check --staged passed on each cycle's commit
• Changed-file-scoped pytest targets (tests/test_scripts/test_verify_checkpoint_references.py, tests/test_versioning/*) passed on each cycle's commit
• git fetch origin main / rebase-free merge check confirmed clean before push (branch was level with origin/main)
• No ship-quality claim is made — smoke suite is fixture n=3, expected to fail volume/quality gates per honest-ship-eval

---

Generated by Claude Code

Summary by CodeRabbit

• Documentation
  • Added continuous training campaign notes covering four screening cycles, checkpoint locations, evaluation results, and non-promotion status.
  • Added detailed reports and machine-readable records for candidate-versus-control comparisons, quality metrics, measurement status, and rejection reasons.
  • Documented fixture limitations, including insufficient sample sizes and non-positive outcomes.
• Chores
  • Updated training history records with scheduled-loop checkpoints.
  • Confirmed no behavior changes or production-ready model promotion.

[vercel]

The latest updates on your projects. Learn more about Vercel for GitHub.

Project	Deployment	Actions	Updated (UTC)
slm-training	Ready	Preview	Aug 9, 2026 4:05am

[coderabbitai]

Warning

Review limit reached

@Tyler-R-Kendrick, you've reached your PR review limit, so we couldn't start this review.

Next review available in: 44 minutes

You've used all free OSS reviews for now. Wait for the free limit to reset to keep reviewing this public repository.

How can I continue?

After more reviews become available, a review can be triggered using the @coderabbitai review command as a PR comment. Alternatively, push new commits to this PR.

To avoid repeated limits, reduce automatic review volume by pausing incremental auto-reviews earlier, using label-based review opt-in, excluding WIP or generated PR titles, or requesting reviews manually when the PR is ready. If your team needs uninterrupted high-volume reviews, an organization admin can enable usage-based reviews.

How do review limits work?

CodeRabbit enforces per-developer PR review limits for each organization. Most developers receive the normal plan review availability.

For paid Pro and Pro+ PR reviews, CodeRabbit uses adaptive limits for sustained high-volume activity. When a developer's recent PR review activity reaches the 95th percentile or higher among CodeRabbit users, additional reviews become available more gradually as earlier reviews age out of the rolling window.

Please refer docs for additional details.

Review details

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: 89ddc476-428e-428c-ad56-3e4a8fa5487d

📥 Commits

Reviewing files that changed from the base of the PR and between 62d896b and 0d4f5de.

📒 Files selected for processing (3)

• README.md
• docs/MODEL_CARD.md
• src/slm_training/resources/versions.json

📝 Walkthrough

Walkthrough

The PR adds fixture-only screening records for scheduled campaign eaa78363, covering cycles c1–c4. It also adds matching checkpoint notes to the README, model card, and version history. No behavior or public entities change.

Changes

Continuous autotrain campaign

Layer / File(s)	Summary
Cycle screening evidence docs/design/continuous-loop-20260808-continuous-openui-schedu-eaa78363-c*-results.{json,md}	Added cycle c1–c4 metrics, metadata, fixture evidence, evaluation outcomes, rejection reasons, and non-ship qualifications.
Campaign checkpoint and provenance notes README.md, docs/MODEL_CARD.md, src/slm_training/resources/versions.json	Added c1–c4 checkpoint paths and fixture-only, non-promotion history entries.

Estimated code review effort: 2 (Simple) | ~10 minutes

Possibly related PRs

• Tyler-R-Kendrick/slm-training#1495: Documents the same 2026-08-08 campaign cycles with overlapping result and checkpoint records.
• Tyler-R-Kendrick/slm-training#1496: Adds documentation-only records for the same scheduled screening workflow.
• Tyler-R-Kendrick/slm-training#1498: Adds continuous OpenUI cycle fixtures and provenance entries for the same screening workflow.

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly describes the four-cycle Autotrain closeout and its non-positive outcome, which matches the main changes.
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.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch claude/great-dirac-n45ffs

---

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

• X
• Mastodon
• Reddit
• LinkedIn

_{Comment @coderabbitai help to get the list of available commands.}