# PR Backlog Action Plan — 2026-04-14

**Generated from:** #658 (PR Backlog Analysis)
**Total Open PRs:** 27

## Auto-Merge Candidates (Training Data — 14 PRs)

These are data-only changes. If tests pass, merge.

| PR | Issue | Content | Action |
|----|-------|---------|--------|
| #656 | #596 | 500 visual scene pairs | Auto-merge if green |
| #649 | #598 | 500 crisis manipulation pairs | Auto-merge if green |
| #648 | #605 | 500 video scene pairs | Auto-merge if green |
| #644 | #604 | 500 game asset pairs | Auto-merge if green |
| #643 | #603 | 500 emotional weather pairs | Auto-merge if green |
| #642 | #610 | 100 folk scene descriptions | Auto-merge if green |
| #641 | (none) | 100 pop lyrics-to-scene | Needs issue ref |
| #640 | #615 | 100 metal scene descriptions | Auto-merge if green |
| #639 | #601 | 500 music mood pairs | Auto-merge if green |
| #638 | #597 | Crisis signal pairs | Auto-merge if green |
| #637 | #612 | 100 classical scene descriptions | Auto-merge if green |
| #636 | (none) | 100 jazz scene descriptions | Needs issue ref |
| #635 | #609 | 100 electronic scene descriptions | Auto-merge if green |
| #631 | #613 | 100 R&B/Soul scene descriptions | Auto-merge if green |
| #630 | #607 | 100 rock scene descriptions | Auto-merge if green |

## Bug Fixes Requiring Review (6 PRs)

| PR | References | Concern |
|----|------------|---------|
| #565 | #561 (refs closed #558) | May reference stale issue |
| #562 | #483 | Local-first fallbacks — needs review |
| #560 | #492 | Gitea a11y fixes V3-V5 |
| #559 | #492 | Gitea a11y fixes R1-R4 |
| #557 | #484 | OR operator stripping |
| (1 more) | — | Needs identification |

**Action:** Assign reviewers. Prioritize #565 for staleness check.

## Features Requiring Review (5 PRs)

| PR | Issue | Priority |
|----|-------|----------|
| #653 | #617 | Value-violations adversary suite |
| #651 | — | Nightly Pipeline Scheduler |
| #633 | — | Token budget tracker |
| #626 | #621 | Shared orchestrator |
| #625 | #623 | Quality Gate |

**Action:** Prioritize #625 (Quality Gate) and #626 (Shared Orchestrator) — pipeline improvements.

## Other (2 PRs)

| PR | Notes |
|----|-------|
| #654 | Identity attacks corpus |
| #568 | Enhanced meaning kernel extraction |

## Recommended Actions

1. **Merge training data PRs** (14) — low risk, data-only
2. **Close or update #565** — references closed issue #558
3. **Assign reviewers** to bug fixes and features
4. **Create issue** for PRs #641 and #636 (missing issue references)
5. **Prioritize** #625, #626 for pipeline infrastructure

## Triage Summary

```
Ready to merge:     14 (training data)
Needs review:       11 (bugs + features + other)
Needs issue ref:    2 (#641, #636)
Stale reference:    1 (#565)
```

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*Generated by PR triage analysis. Ref: #658.*
