codex/cli.py

@@ -422,7 +422,15 @@ def synthesis_leads(
         "--lib-path",
         help=(
             "Path to a C++ source tree. Enables improvement leads (@cite-aware) and "
-            "code-vs-corpus gap detection. Without it only connection + topic gaps run."
+            "code-vs-corpus gap detection."
+        ),
+    ),
+    topic: list[str] | None = typer.Option(  # noqa: B008
+        None,
+        "--topic",
+        help=(
+            "Topic to check for coverage gaps (repeatable). Opt-in: without --topic "
+            "no coverage-map gaps run (avoids per-paper false positives, audit R-8)."
         ),
     ),
     output_dir: Optional[str] = typer.Option(  # noqa: UP045
@@ -444,7 +452,7 @@ def synthesis_leads(
     llm = default_llm_client()
 
     connections = find_connections(top_k=settings.synthesis_top_k, llm=llm)
-    gaps = find_gaps(lib_path=lib_path, llm=llm)
+    gaps = find_gaps(lib_path=lib_path, llm=llm, topics=topic or None)
     improvements = (
         find_improvements(lib_path, top_k=settings.synthesis_top_k, llm=llm) if lib_path else []
     )

codex/synthesis.py

@@ -416,11 +416,12 @@ def find_gaps(
 
     Two complementary signals are used:
 
-    * **Topic coverage map** — for each topic in ``topics`` (or, if
+    * **Topic coverage map** — for each **explicitly-requested** topic in
-      ``None``, the union of paper titles), retrieve chunks and check
+      ``topics``, retrieve chunks and check bibkey coverage. A topic covered by
-      bibkey coverage. A topic covered by < ``synthesis_gap_min_coverage``
+      < ``synthesis_gap_min_coverage`` bibkeys is a gap candidate and the LLM is
-      bibkeys is reported as a gap candidate and the LLM is asked to
+      asked to articulate it. Defaulting to paper titles flagged almost every
-      articulate it.
+      paper as a gap (a title retrieves mostly its own single bibkey), so the
+      coverage map is opt-in now; pass ``topics`` / CLI ``--topic`` (audit R-8).
     * **Code-vs-corpus gap** — when ``lib_path`` is given, any @cite
       bibkey scanned from code that is NOT present in the corpus is
       flagged. This catches the "cited in code, never ingested" case.
@@ -429,9 +430,9 @@ def find_gaps(
     seq = 1
     leads: list[Lead] = []
 
+    # Coverage-map probes are the explicit topics only — no default-to-titles,
+    # which turned every paper into a spurious gap (audit R-8).
     probe_topics: list[str] = list(topics or [])
-    if not probe_topics:
-        probe_topics = [title for _, title in _list_paper_titles(db_conn)]
 
     known_bibkeys = {bk for bk, _ in _list_paper_titles(db_conn)}
 

tests/synthesis/test_gaps.py

@@ -112,10 +112,35 @@ def test_find_gaps_coverage_map_low_coverage_triggers_llm(
         "For an ideal tetrahedron with dihedral angles the hyperbolic volume is "
         "V = L(gamma1) + L(gamma2) + L(gamma3). [Springborn2008 #chunk 16]\n"
     )
-    leads = find_gaps(llm=StubLLM(grounded_body))
+    # Coverage gaps are opt-in (audit R-8): pass the topic explicitly.
+    leads = find_gaps(llm=StubLLM(grounded_body), topics=["hyperbolic volume formula"])
     assert any(lead.kind == "gap" for lead in leads)
 
 
+def test_find_gaps_no_coverage_gaps_without_explicit_topics(
+    monkeypatch: pytest.MonkeyPatch,
+    mock_paper_titles: None,
+    mock_settings: Path,
+) -> None:
+    """Without explicit topics, paper titles do NOT auto-generate coverage gaps (R-8)."""
+    sparse_chunks: list[dict[str, Any]] = [
+        {
+            "id": 10,
+            "paper_id": "springborn-2008",
+            "ord": 16,
+            "content": "the hyperbolic volume is V = L(gamma1) + L(gamma2) + L(gamma3)",
+            "bibkey": "Springborn2008",
+        },
+    ]
+    monkeypatch.setattr(
+        "codex.synthesis._retrieve_chunks",
+        lambda queries, top_k: [dict(c) for c in sparse_chunks],
+    )
+    # No lib_path, no topics → the coverage map must not run despite sparse coverage.
+    leads = find_gaps(llm=StubLLM("a gap. [Springborn2008 #chunk 16]"))
+    assert leads == []
+
+
 def test_find_gaps_explicit_topics_override_default(
     monkeypatch: pytest.MonkeyPatch,
     mock_paper_titles: None,

tests/synthesis/test_grounded.py

@@ -148,7 +148,8 @@ def test_find_gaps_topic_with_no_chunks(
 ) -> None:
     """When retrieval returns no chunks, a gap lead is emitted directly."""
     monkeypatch.setattr("codex.synthesis._retrieve_chunks", lambda queries, top_k: [])
-    leads = find_gaps(llm=StubLLM(""))
+    # Coverage gaps are opt-in now (audit R-8): pass an explicit topic.
+    leads = find_gaps(llm=StubLLM(""), topics=["nonexistent topic"])
     assert len(leads) >= 1
     assert all(lead.kind == "gap" for lead in leads)
     # Direct gap leads carry a validation hint (re-ingest)