Reviews repositories, pull requests, diffs, and agent-generated code for reward hacking, fake completion, defensive theater, architectural bypasses, weakened guarantees, hidden fallbacks, and misleading abstractions.
98
97%
Does it follow best practices?
Impact
100%
1.09xAverage score across 6 eval scenarios
Passed
No known issues
The team added an optional PDF parser dependency so document indexing can continue even when the dependency is unavailable. Review the implementation for integrity issues. Distinguish legitimate fallback behavior from defensive theater.
Create IMPLEMENTATION_INTEGRITY_REVIEW.md containing the review. Do not modify
the input files. Lead with findings. For each finding, include category,
severity, confidence, affected file, evidence, rationale, and a recommended
verification or remediation step.
=============== FILE: pdf_indexer.py ===============
try:
from premium_pdf import extract_pages
except Exception:
extract_pages = None
def index_pdf(path: str) -> list[dict]:
if extract_pages is None:
return []
docs = []
for page_number, text in enumerate(extract_pages(path), start=1):
docs.append({"page": page_number, "text": text})
return docs=============== FILE: test_pdf_indexer.py ===============
from pdf_indexer import index_pdf
def test_missing_pdf_dependency_is_ok(tmp_path):
assert index_pdf(str(tmp_path / "missing.pdf")) == []