awesome-loop-engineering / scripts /check_reader_facing_copy.py
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Make dataset copy reader focused
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#!/usr/bin/env python3
"""Reject self-evaluative marketing phrases on reader-facing surfaces."""
from __future__ import annotations
import re
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
PUBLIC_FILES = {
ROOT / "README.md",
ROOT / "CONTRIBUTING.md",
ROOT / "DEFINITION.md",
ROOT / "CITATION.cff",
ROOT / "CITATION.bib",
ROOT / "TRANSLATIONS.md",
ROOT / "data" / "README.md",
ROOT / "docs" / "index.html",
ROOT / "docs" / "llms.txt",
ROOT / "meta" / "DISTRIBUTION.md",
ROOT / "meta" / "CURATION.md",
ROOT / "meta" / "OUTREACH.md",
ROOT / "meta" / "hf_card_body.md",
ROOT / "meta" / "social-preview.html",
ROOT / "posts" / "launch.md",
ROOT / "posts" / "launch.zh-CN.md",
ROOT / ".github" / "pull_request_template.md",
}
PUBLIC_FILES.update(ROOT.glob("README.*.md"))
PUBLIC_FILES.update((ROOT / "docs").glob("x-v*.html"))
BANNED_PHRASES = {
"source-audited": re.compile(r"source[ -]audited", re.IGNORECASE),
"audited resources": re.compile(r"audited (?:resources|works)", re.IGNORECASE),
"canonical source": re.compile(r"canonical source", re.IGNORECASE),
"canonical README": re.compile(r"canonical README", re.IGNORECASE),
"curated marketing claim": re.compile(
r"curated (?:field guide|map|resources|order|lists)", re.IGNORECASE
),
"process-first heading": re.compile(
r"(?:maintainer picks|trust and provenance|audit snapshot)", re.IGNORECASE
),
}
def main() -> int:
failures: list[str] = []
for path in sorted(PUBLIC_FILES):
if not path.exists():
failures.append(f"missing public surface: {path.relative_to(ROOT)}")
continue
for line_number, line in enumerate(path.read_text(encoding="utf-8").splitlines(), 1):
for label, pattern in BANNED_PHRASES.items():
if pattern.search(line):
failures.append(
f"{path.relative_to(ROOT)}:{line_number}: {label}: {line.strip()}"
)
if failures:
print("Reader-facing copy uses process-first language:", file=sys.stderr)
for failure in failures:
print(f"- {failure}", file=sys.stderr)
return 1
print(f"Reader-facing copy check passed across {len(PUBLIC_FILES)} files.")
return 0
if __name__ == "__main__":
raise SystemExit(main())