Add randomized ML debugging fortunes

Co-Authored-By: PI[k3] <288921227+claudypoo@users.noreply.github.com>

scripts/harvest_curated_fortunes.py

@@ -0,0 +1,66 @@
+from __future__ import annotations
+
+import argparse
+import re
+from pathlib import Path
+
+SOURCES = (
+    Path("README.md"),
+    Path("SKILL.md"),
+    Path("rl/SKILL.md"),
+    Path("pinn/SKILL.md"),
+    Path("references/llm_judges.md"),
+    Path("references/llm_judge_litreview.md"),
+)
+
+METADATA = re.compile(r"^(Source|Evidence|Credence|Code|Implication):")
+
+
+def normalized(text: str) -> str:
+    return re.sub(r"[^a-z0-9]+", "", text.lower())
+
+
+def quotes(path: Path) -> list[str]:
+    records: list[str] = []
+    lines: list[str] = []
+
+    def flush() -> None:
+        if lines:
+            text = " ".join(lines)
+            records.append(f"{text} -- curated in {path}")
+            lines.clear()
+
+    for line in path.read_text().splitlines():
+        if not line.startswith("> "):
+            flush()
+            continue
+        text = line[2:].strip()
+        if METADATA.match(text):
+            flush()
+            continue
+        lines.append(text)
+    flush()
+    return records
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("output", type=Path)
+    args = parser.parse_args()
+
+    seen: set[str] = set()
+    records: list[str] = []
+    for path in SOURCES:
+        for record in quotes(path):
+            key = normalized(record.rsplit(" -- curated in ", 1)[0])
+            if key not in seen:
+                seen.add(key)
+                records.append(record)
+
+    args.output.parent.mkdir(parents=True, exist_ok=True)
+    args.output.write_text("\n".join(records) + "\n")
+    print(f"{len(records)} curated quote blocks")
+
+
+if __name__ == "__main__":
+    main()