chore: trim dead code, modularize CLI, and archive stale docs

Extract review-plan, report, quarantine, state, and config handlers into
commands/ with shared cli_helpers; remove unused exceptions and duplicate
plan summary wrappers. Archive superseded review markdown, sync docs to
517-test baseline, and fix empty series titles when only a quality tag remains.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

src/vlm/review_tui.py

@@ -15,7 +15,7 @@ from vlm.review_display import (
 )
 from vlm.utils import format_size
 
-FILTER_CHOICES = ("all", "manual_review", "sample_source", "conflict", "duplicate")
+FILTER_CHOICES = ("all", "manual_review", "sample_source", "spot_check", "conflict", "duplicate")
 
 
 def _row_matches_filter(row: dict[str, str], filter_key: str) -> bool:
@@ -101,8 +101,8 @@ if TEXTUAL_IMPORT_ERROR is None:
                 "",
                 f"将要写入: {self._ctx.output_csv}",
                 "",
-                "默认仅审核标记为高危的操作（与 CSV 行一致）。",
-                "筛选: 1全部 2需人工 3样片 4冲突 5重复 · g 驳回整组重复",
+                "高危操作写入 CSV；可选 --sample-safe 追加安全抽检行。",
+                "筛选: 1全部 2需人工 3样片路径 4安全抽检 5冲突 6重复 · g 驳回整组重复",
                 "",
                 "Enter 进入审核 · q 退出",
             ]
@@ -168,8 +168,9 @@ if TEXTUAL_IMPORT_ERROR is None:
             Binding("1", "filter_all", show=False),
             Binding("2", "filter_manual", show=False),
             Binding("3", "filter_sample", show=False),
-            Binding("4", "filter_conflict", show=False),
-            Binding("5", "filter_duplicate", show=False),
+            Binding("4", "filter_spot_check", show=False),
+            Binding("5", "filter_conflict", show=False),
+            Binding("6", "filter_duplicate", show=False),
         ]
 
         def __init__(self, ctx: ReviewTUIContext) -> None:
@@ -199,7 +200,7 @@ if TEXTUAL_IMPORT_ERROR is None:
                 with ScrollableContainer(id="detail_scroll"):
                     yield Static("", id="detail_text")
             yield Static(
-                "1-5 筛选 · ↑↓ j/k · a 保留 · r 驳回 · g 驳回重复组 · u 撤销 · s 保存 · q 退出",
+                "1-6 筛选 · ↑↓ j/k · a 保留 · r 驳回 · g 驳回重复组 · u 撤销 · s 保存 · q 退出",
                 id="footer_line",
             )
             yield Footer()
@@ -262,7 +263,8 @@ if TEXTUAL_IMPORT_ERROR is None:
             labels = {
                 "all": "全部",
                 "manual_review": "需人工",
-                "sample_source": "样片",
+                "sample_source": "样片路径",
+                "spot_check": "安全抽检",
                 "conflict": "冲突",
                 "duplicate": "重复",
             }
@@ -469,6 +471,10 @@ if TEXTUAL_IMPORT_ERROR is None:
             self._filter = "sample_source"
             self._rebuild_table()
 
+        def action_filter_spot_check(self) -> None:
+            self._filter = "spot_check"
+            self._rebuild_table()
+
         def action_filter_conflict(self) -> None:
             self._filter = "conflict"
             self._rebuild_table()