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diff --git a/.ai/scripts/drill-deck-stats.py b/.ai/scripts/drill-deck-stats.py
new file mode 100755
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+++ b/.ai/scripts/drill-deck-stats.py
@@ -0,0 +1,151 @@
+#!/usr/bin/env python3
+"""Inventory + workflow-violation warnings for an org-drill deck source file.
+
+Reports counts and flags violations:
+- Total cards (depth-2 `:drill:` headings)
+- PROPERTIES drawer count (should match card count)
+- `*** Answer` sub-header count (should be 0 per drill-deck-review.org)
+- Cards missing :ID: (loses identity across versions, risks SRS-state loss)
+- Cards whose heading lacks `?` (likely a topic-as-heading not yet rewritten)
+
+Exits 0 when clean, 1 when any warnings are present. Use as a gate before
+regenerating the Anki deck or running drill-deck-sync.
+
+Usage:
+  drill-deck-stats.py <file.org>
+"""
+from __future__ import annotations
+
+import re
+import sys
+from pathlib import Path
+
+CARD_RE = re.compile(r"^\*\*\s+(.+?)\s+:drill:\s*$")
+ANSWER_RE = re.compile(r"^\*\*\*\s+Answer\b")
+PROP_START_RE = re.compile(r"^\s*:PROPERTIES:\s*$")
+PROP_END_RE = re.compile(r"^\s*:END:\s*$")
+ID_RE = re.compile(r"^\s*:ID:\s+(\S+)\s*$")
+TITLE_RE = re.compile(r"^#\+TITLE:\s*(.+?)\s*$", re.IGNORECASE)
+SOURCE_TOOL_RE = re.compile(r"\borg[-\s]?drill\b", re.IGNORECASE)
+
+# A heading qualifies as "prompt form" if it contains `?` or starts with
+# one of these imperative verbs (directive prompts like "Spell these out"
+# and "Introduce yourself" are valid even without `?`).
+IMPERATIVE_VERBS = frozenset({
+    "spell", "describe", "explain", "name", "list", "give",
+    "show", "tell", "define", "compare", "identify", "outline",
+    "introduce", "walk", "state", "recite", "recall", "summarize",
+})
+
+
+def is_prompt_form(heading: str) -> bool:
+    """True if the heading reads as a question or imperative prompt."""
+    if "?" in heading:
+        return True
+    first_word = heading.split(None, 1)[0].lower().rstrip(":,;")
+    return first_word in IMPERATIVE_VERBS
+
+
+def main() -> int:
+    if len(sys.argv) != 2:
+        print(f"usage: {sys.argv[0]} <file.org>", file=sys.stderr)
+        return 2
+
+    path = Path(sys.argv[1]).expanduser().resolve()
+    if not path.is_file():
+        print(f"error: {path} not found", file=sys.stderr)
+        return 2
+
+    lines = path.read_text(encoding="utf-8").splitlines()
+
+    title: str | None = None
+    for line in lines[:20]:
+        m = TITLE_RE.match(line)
+        if m:
+            title = m.group(1).strip()
+            break
+
+    cards: list[tuple[str, bool, bool]] = []  # (heading, has_id, has_answer_subheader)
+    answer_count = 0
+    prop_count = 0
+
+    i = 0
+    while i < len(lines):
+        m = CARD_RE.match(lines[i])
+        if m:
+            heading = m.group(1).strip()
+            i += 1
+            has_id = False
+            has_answer = False
+            in_drawer = False
+            while i < len(lines):
+                line = lines[i]
+                if line.startswith("* ") or CARD_RE.match(line):
+                    break
+                if PROP_START_RE.match(line):
+                    prop_count += 1
+                    in_drawer = True
+                elif in_drawer and PROP_END_RE.match(line):
+                    in_drawer = False
+                elif in_drawer and ID_RE.match(line):
+                    has_id = True
+                elif ANSWER_RE.match(line):
+                    answer_count += 1
+                    has_answer = True
+                i += 1
+            cards.append((heading, has_id, has_answer))
+            continue
+        i += 1
+
+    not_prompt = [h for h, _, _ in cards if not is_prompt_form(h)]
+    no_id = [h for h, has_id, _ in cards if not has_id]
+
+    print(f"{path.name} — drill deck stats")
+    print()
+    title_display = title if title else "(no #+TITLE)"
+    print(f"Deck title: {title_display}")
+    print(f"Cards: {len(cards)}")
+    drawer_status = "match" if prop_count == len(cards) else f"mismatch (expected {len(cards)})"
+    print(f"PROPERTIES drawers: {prop_count} ({drawer_status})")
+    answer_status = "clean" if answer_count == 0 else "workflow violation"
+    print(f"*** Answer sub-headers: {answer_count} ({answer_status})")
+    print(f"Cards missing :ID:: {len(no_id)}")
+    print(f"Cards with non-prompt heading: {len(not_prompt)}")
+    print()
+
+    warnings = 0
+    if title is None:
+        warnings += 1
+        print("WARN: no #+TITLE: line found; deck name will fall back to the file basename")
+    elif SOURCE_TOOL_RE.search(title):
+        warnings += 1
+        print(f"WARN: #+TITLE contains source-tool jargon ('{title}'); the deck name shows in Anki — drop 'Org-Drill' for a name that reads well on the consumption side")
+    if answer_count:
+        warnings += 1
+        print(f"WARN: {answer_count} cards have *** Answer sub-headers (drop per drill-deck-review.org)")
+    if prop_count != len(cards):
+        warnings += 1
+        print(f"WARN: PROPERTIES count {prop_count} does not match card count {len(cards)}")
+    if no_id:
+        warnings += 1
+        print(f"WARN: {len(no_id)} cards missing :ID:; losing identity risks SRS-state loss across rewrites")
+        for h in no_id[:5]:
+            print(f"      - {h}")
+        if len(no_id) > 5:
+            print(f"      - ... and {len(no_id) - 5} more")
+    if not_prompt:
+        warnings += 1
+        print(f"WARN: {len(not_prompt)} cards have non-prompt headings (no '?' and no imperative-verb start); likely topic-as-heading not yet rewritten")
+        for h in not_prompt[:5]:
+            print(f"      - {h}")
+        if len(not_prompt) > 5:
+            print(f"      - ... and {len(not_prompt) - 5} more")
+
+    if warnings == 0:
+        print("clean")
+        return 0
+    return 1
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())