safishamsi/graphify

Pattern Findings

2166 matches across 11 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers1381 hits · 1304 pts

Severity	File	Line	Snippet
LOW	worked/mixed-corpus/raw/analyze.py	239	def _cross_community_surprises(
LOW	worked/httpx/raw/utils.py	55	def obfuscate_sensitive_headers(headers: dict) -> dict:
LOW	tests/test_extract_cli.py	20	def test_extract_exits_nonzero_when_all_semantic_chunks_fail(
LOW	tests/test_extract_cli.py	81	def test_extract_succeeds_when_at_least_one_chunk_completes(
LOW	tests/test_semantic_similarity.py	13	def _make_extraction_with_semantic_edge():
LOW	tests/test_semantic_similarity.py	68	def test_semantic_edge_survives_build_from_json():
LOW	tests/test_semantic_similarity.py	75	def test_semantic_edge_nodes_present():
LOW	tests/test_semantic_similarity.py	85	def test_semantic_edge_confidence_score_preserved():
LOW	tests/test_semantic_similarity.py	97	def test_semantic_edge_scores_higher_than_references():
LOW	tests/test_semantic_similarity.py	129	def _make_report_with_semantic_surprise():
LOW	tests/test_semantic_similarity.py	151	def test_report_renders_semantically_similar_tag():
LOW	tests/test_semantic_similarity.py	156	def test_report_semantic_tag_on_correct_line():
LOW	tests/test_semantic_similarity.py	166	def test_report_no_semantic_tag_for_other_relations():
LOW	tests/test_semantic_similarity.py	39	def _make_graph_with_semantic_edge():
LOW	tests/test_semantic_similarity.py	113	def test_semantic_edge_reason_mentions_similarity():
LOW	tests/test_multigraph_diagnostics.py	106	def test_diagnose_extraction_accepts_node_link_links_key() -> None:
LOW	tests/test_multigraph_diagnostics.py	116	def test_diagnose_extraction_does_not_mutate_input() -> None:
LOW	tests/test_multigraph_diagnostics.py	125	def test_diagnose_extraction_handles_malformed_shapes_without_crashing() -> None:
LOW	tests/test_multigraph_diagnostics.py	269	def test_scan_producer_suppression_sites_handles_unknown_tuple_arity(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	279	def test_diagnose_file_rejects_oversized_graph(monkeypatch, tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	288	def test_diagnose_file_rejects_non_object_json(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	296	def test_diagnose_file_defaults_to_json_directed_flag(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	87	def test_diagnose_extraction_categorizes_same_endpoint_collapse() -> None:
LOW	tests/test_multigraph_diagnostics.py	153	def test_diagnose_extraction_handles_non_list_nodes_and_edges() -> None:
LOW	tests/test_multigraph_diagnostics.py	164	def test_diagnose_extraction_bounds_examples() -> None:
LOW	tests/test_multigraph_diagnostics.py	171	def test_diagnose_extraction_stops_examples_at_requested_limit() -> None:
LOW	tests/test_multigraph_diagnostics.py	189	def test_diagnose_extraction_defaults_raw_inputs_to_directed(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	199	def test_diagnose_file_reads_json_and_formats_report(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	215	def test_format_diagnostic_report_includes_build_and_suppression_errors(
LOW	tests/test_multigraph_diagnostics.py	235	def test_diagnostic_json_report_is_serializable(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	248	def test_scan_producer_suppression_sites_finds_seen_sets(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	308	def test_diagnose_file_explicit_directed_override(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	320	def test_scan_producer_suppression_sites_reports_missing_file(tmp_path: Path) -> None:
LOW	tests/test_multigraph_diagnostics.py	328	def test_diagnose_multigraph_cli_human_output(monkeypatch, tmp_path: Path, capsys) -> None:
LOW	tests/test_multigraph_diagnostics.py	347	def test_diagnose_multigraph_cli_undirected_override(monkeypatch, tmp_path: Path, capsys) -> None:
LOW	tests/test_multigraph_diagnostics.py	366	def test_diagnose_multigraph_cli_max_examples_zero(monkeypatch, tmp_path: Path, capsys) -> None:
LOW	tests/test_multigraph_diagnostics.py	389	def test_diagnose_multigraph_cli_json_output(monkeypatch, tmp_path: Path, capsys) -> None:
LOW	tests/test_multigraph_diagnostics.py	418	def test_diagnose_multigraph_cli_usage_errors(
LOW	tests/test_multigraph_diagnostics.py	434	def test_diagnose_multigraph_cli_rejects_conflicting_direction_flags(
LOW	tests/test_pascal.py	32	def test_pascal_finds_classes():
LOW	tests/test_pascal.py	40	def test_pascal_finds_interface():
LOW	tests/test_pascal.py	46	def test_pascal_finds_methods():
LOW	tests/test_pascal.py	56	def test_pascal_finds_imports():
LOW	tests/test_pascal.py	62	def test_pascal_import_edges_have_import_context():
LOW	tests/test_pascal.py	70	def test_pascal_finds_inherits():
LOW	tests/test_pascal.py	76	def test_pascal_inherits_from_base():
LOW	tests/test_pascal.py	94	def test_pascal_call_edges_have_call_context():
LOW	tests/test_pascal.py	102	def test_pascal_all_edges_extracted():
LOW	tests/test_pascal.py	111	def test_pascal_no_dangling_edges():
LOW	tests/test_pascal.py	135	def test_pascal_detect_extensions_registered():
LOW	tests/test_pascal.py	153	def test_lfm_finds_root_form_class():
LOW	tests/test_pascal.py	159	def test_lfm_finds_component_classes():
LOW	tests/test_pascal.py	169	def test_lfm_finds_event_handlers():
LOW	tests/test_pascal.py	177	def test_lfm_event_edges_have_event_context():
LOW	tests/test_pascal.py	185	def test_lfm_contains_edges_form_hierarchy():
LOW	tests/test_pascal.py	191	def test_lfm_no_dangling_edges():
LOW	tests/test_pascal.py	207	def test_lpk_finds_package_name():
LOW	tests/test_pascal.py	213	def test_lpk_finds_required_packages():
LOW	tests/test_pascal.py	221	def test_lpk_imports_edges_have_import_context():
LOW	tests/test_pascal.py	229	def test_lpk_contains_listed_units():
1321 more matches not shown…

Decorative Section Separators302 hits · 1107 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_semantic_similarity.py	9	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	11	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	64	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	66	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	81	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	83	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	92	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	95	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	125	# ---------------------------------------------------------------------------
MEDIUM	tests/test_semantic_similarity.py	127	# ---------------------------------------------------------------------------
MEDIUM	tests/test_pascal.py	145	# ── Lazarus Form (.lfm) ───────────────────────────────────────────────────────
MEDIUM	tests/test_pascal.py	199	# ── Lazarus Package (.lpk) ───────────────────────────────────────────────────
MEDIUM	tests/test_pascal.py	245	# ── Delphi Form (.dfm) ───────────────────────────────────────────────────────
MEDIUM	tests/test_dedup.py	7	# ── entropy gate ─────────────────────────────────────────────────────────────
MEDIUM	tests/test_dedup.py	19	# ── shingles ─────────────────────────────────────────────────────────────────
MEDIUM	tests/test_dedup.py	32	# ── full pipeline ─────────────────────────────────────────────────────────────
MEDIUM	tests/test_dedup.py	123	# ── build integration ─────────────────────────────────────────────────────────
MEDIUM	tests/test_symbol_resolution.py	245	# ═══════════════════════════════════════════════════════════════════════════════
MEDIUM	tests/test_symbol_resolution.py	246	# ── Bash source edges resolver tests ──────────────────────────────────────────
MEDIUM	tests/test_symbol_resolution.py	247	# ═══════════════════════════════════════════════════════════════════════════════
MEDIUM	tests/test_symbol_resolution.py	546	# ---------------------------------------------------------------------------
MEDIUM	tests/test_symbol_resolution.py	548	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	30	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	32	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	57	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	59	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	144	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	146	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	175	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	177	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	200	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	202	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	265	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	267	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	117	# ---------------------------------------------------------------------------
MEDIUM	tests/test_security.py	119	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	54	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	56	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	77	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	79	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	110	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	112	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	138	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	140	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	190	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	192	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	15	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	17	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	161	# ---------------------------------------------------------------------------
MEDIUM	tests/test_hypergraph.py	163	# ---------------------------------------------------------------------------
MEDIUM	tests/test_mcp_ingest.py	48	# ── Detection ────────────────────────────────────────────────────────────────
MEDIUM	tests/test_mcp_ingest.py	68	# ── Happy path with the bundled fixture ──────────────────────────────────────
MEDIUM	tests/test_mcp_ingest.py	165	# ── Cross-config emergent edges (global node IDs) ────────────────────────────
MEDIUM	tests/test_mcp_ingest.py	222	# ── Error handling ───────────────────────────────────────────────────────────
MEDIUM	tests/test_mcp_ingest.py	281	# ── Edge case: package detection ─────────────────────────────────────────────
MEDIUM	tests/test_mcp_ingest.py	311	# ── Integration: dispatch routes filename-matched files to mcp_ingest ────────
MEDIUM	tests/test_charmap_encoding.py	26	# ── Helpers ────────────────────────────────────────────────────────────────────
MEDIUM	tests/test_charmap_encoding.py	55	# ── Test A: subprocess encoding ───────────────────────────────────────────────
MEDIUM	tests/test_charmap_encoding.py	139	# ── Test B: loud failure on chunk error ────────────────────────────────────────
MEDIUM	tests/test_charmap_encoding.py	218	# ── Substitution validation (rsl-siege-manager path via Python) ────────────────
242 more matches not shown…

Cross-Language Confusion46 hits · 301 pts

Severity	File	Line	Snippet
HIGH	graphify/hooks.py	15	GRAPHIFY_BIN=$(command -v graphify 2>/dev/null)
HIGH	graphify/hooks.py	30	if [ -n "$GRAPHIFY_PYTHON" ] && ! "$GRAPHIFY_PYTHON" -c "import graphify" 2>/dev/null; then
HIGH	graphify/hooks.py	36	if command -v python3 >/dev/null 2>&1 && python3 -c "import graphify" 2>/dev/null; then
HIGH	graphify/hooks.py	36	if command -v python3 >/dev/null 2>&1 && python3 -c "import graphify" 2>/dev/null; then
HIGH	graphify/hooks.py	38	elif command -v python >/dev/null 2>&1 && python -c "import graphify" 2>/dev/null; then
HIGH	graphify/hooks.py	38	elif command -v python >/dev/null 2>&1 && python -c "import graphify" 2>/dev/null; then
HIGH	graphify/hooks.py	57	GIT_DIR=$(git rev-parse --git-dir 2>/dev/null)
HIGH	graphify/hooks.py	65	CHANGED=$(git diff --name-only HEAD~1 HEAD 2>/dev/null \|\| git diff --name-only HEAD 2>/dev/null)
HIGH	graphify/hooks.py	65	CHANGED=$(git diff --name-only HEAD~1 HEAD 2>/dev/null \|\| git diff --name-only HEAD 2>/dev/null)
HIGH	graphify/hooks.py	112	disown 2>/dev/null \|\| true
HIGH	graphify/hooks.py	142	GIT_DIR=$(git rev-parse --git-dir 2>/dev/null)
HIGH	graphify/hooks.py	174	disown 2>/dev/null \|\| true
HIGH	graphify/llm.py	146	{"nodes":[{"id":"stem_entity","label":"Human Readable Name","file_type":"code\|document\|paper\|image\|rationale\|concept","s
HIGH	graphify/llm.py	812	null, or unparseable content (typical of a local Ollama under load).
HIGH	graphify/export.py	224	.filter(p => p !== undefined);
HIGH	graphify/export.py	342	let hoveredNodeId = null;
HIGH	graphify/export.py	348	hoveredNodeId = null;
HIGH	graphify/export.py	352	if (hoveredNodeId !== null) {{
HIGH	graphify/export.py	360	}} else if (hoveredNodeId === null) {{
HIGH	graphify/export.py	403	selectAllCb.indeterminate = hidden > 0 && hidden < total;
HIGH	graphify/callflow_html.py	1877	const rawWidth = svg.viewBox && svg.viewBox.baseVal && svg.viewBox.baseVal.width
HIGH	graphify/tree_html.py	357	function collapseBranch(d) {{ if (d.children) {{ d._children = d.children; d._children.forEach(collapseBranch); d.ch
HIGH	graphify/tree_html.py	358	function expandBranch(d) {{ if (d._children) {{ d.children = d._children; d._children = null; }} if (d.children) {{
HIGH	graphify/tree_html.py	361	window.resetView = () => {{ if (rootNode.children) {{ rootNode.children.forEach(d_child => {{ if (d_child.children \|
HIGH	graphify/tree_html.py	361	window.resetView = () => {{ if (rootNode.children) {{ rootNode.children.forEach(d_child => {{ if (d_child.children \|
HIGH	graphify/tree_html.py	383	.attr('class', d => "node" + (d.children \|\| d._children ? " node--internal" : " node--leaf") + (d._children ? "
HIGH	graphify/tree_html.py	385	.on('click', (event, d) => {{ if (d.children) {{ d._children = d.children; d.children = null; }} else if (d._chi
HIGH	graphify/tree_html.py	386	.style('cursor', d => (d.children \|\| d._children) ? 'pointer' : 'default');
HIGH	graphify/tree_html.py	392	.attr('x', d => d.children \|\| d._children ? -14 : 14)
HIGH	graphify/tree_html.py	393	.attr('text-anchor', d => d.children \|\| d._children ? 'end' : 'start')
HIGH	graphify/tree_html.py	465	textD3.text(null);
HIGH	graphify/tree_html.py	471	if (countMatch && originalNodeText.endsWith(countMatch[0])) {{
HIGH	graphify/tree_html.py	478	tokens.push({{ text: word, type: 'name' }});
HIGH	graphify/tree_html.py	481	tokens.push({{ text: countPartText, type: 'count' }});
HIGH	graphify/tree_html.py	484	if (tokens.length === 0 && originalNodeText) {{
HIGH	graphify/tree_html.py	485	tokens.push({{ text: originalNodeText, type: 'name' }});
HIGH	graphify/tree_html.py	496	lineTokens.push(tokenObj);
HIGH	graphify/tree_html.py	499	if (currentTspan.node().getComputedTextLength() > maxWidth && lineTokens.length > 1) {{
HIGH	graphify/tree_html.py	502	currentTspan.text(null);
HIGH	graphify/tree_html.py	516	currentTspan.text(null);
HIGH	graphify/tree_html.py	524	if (textD3.selectAll("tspan > tspan").empty() && textD3.select("tspan").text().length === 0 && originalNodeT
HIGH	graphify/tree_html.py	528	if (t.node() && t.node().getComputedTextLength() > maxWidth && displayText.length > 20) {{
HIGH	graphify/tree_html.py	270	if (node.total_count !== undefined) {{
HIGH	graphify/tree_html.py	284	if (node.children && node.children.length > 0) {{
HIGH	graphify/extract.py	9784	keyword = payload[:null]
HIGH	graphify/__main__.py	200	"print(d.get('tool_input',d).get('command',''))\" 2>/dev/null \|\| true); "

Unused Imports135 hits · 112 pts

Severity	File	Line
LOW	worked/mixed-corpus/raw/build.py	2
LOW	worked/mixed-corpus/raw/cluster.py	2
LOW	worked/mixed-corpus/raw/analyze.py	2
LOW	worked/example/raw/api.py	5
LOW	worked/example/raw/api.py	7
LOW	worked/httpx/raw/client.py	7
LOW	worked/httpx/raw/client.py	7
LOW	worked/httpx/raw/client.py	9
LOW	worked/httpx/raw/client.py	9
LOW	worked/httpx/raw/client.py	10
LOW	worked/httpx/raw/utils.py	5
LOW	tests/test_extract_cli.py	2
LOW	tests/test_semantic_similarity.py	5
LOW	tests/test_multigraph_diagnostics.py	1
LOW	tests/test_pascal.py	2
LOW	tests/test_dedup.py	2
LOW	tests/test_dedup.py	3
LOW	tests/test_symbol_resolution.py	3
LOW	tests/test_security.py	2
LOW	tests/test_security.py	4
LOW	tests/test_security.py	12
LOW	tests/test_security.py	12
LOW	tests/conftest.py	1
LOW	tests/test_query_cli.py	2
LOW	tests/test_path_cli.py	2
LOW	tests/test_path_cli.py	4
LOW	tests/test_path_cli.py	5
LOW	tests/test_hypergraph.py	2
LOW	tests/test_hypergraph.py	8
LOW	tests/test_mcp_ingest.py	2
LOW	tests/test_mcp_ingest.py	7
LOW	tests/test_google_workspace.py	1
LOW	tests/test_install_upgrade.py	12
LOW	tests/test_astro_extraction.py	10
LOW	tests/test_charmap_encoding.py	14
LOW	tests/test_charmap_encoding.py	17
LOW	tests/test_charmap_encoding.py	18
LOW	tests/test_charmap_encoding.py	19
LOW	tests/test_charmap_encoding.py	20
LOW	tests/test_charmap_encoding.py	22
LOW	tests/test_watch.py	251
LOW	tests/test_chunking.py	3
LOW	tests/test_languages.py	2
LOW	tests/test_languages.py	4
LOW	tests/test_dotnet.py	4
LOW	tests/test_ollama.py	2
LOW	tests/test_devin.py	5
LOW	tests/test_detect.py	2
LOW	tests/test_multilang.py	2
LOW	tests/test_multilang.py	3
LOW	tests/test_transcribe.py	2
LOW	tests/test_transcribe.py	5
LOW	tests/test_claude_cli_backend.py	6
LOW	tests/test_rationale.py	4
LOW	tests/test_ingest.py	2
LOW	tests/test_ingest.py	3
LOW	tests/test_ingest.py	4
LOW	tests/test_ingest.py	5
LOW	tests/test_benchmark.py	2
LOW	tests/test_benchmark.py	8
75 more matches not shown…

Excessive Try-Catch Wrapping134 hits · 106 pts

Severity	File	Line	Snippet
LOW	worked/mixed-corpus/raw/cluster.py	88	except Exception:
LOW	worked/example/raw/parser.py	77	except Exception as e:
LOW	worked/httpx/raw/auth.py	112	except Exception:
LOW	worked/httpx/raw/transport.py	78	except Exception as exc:
LOW	worked/httpx/raw/transport.py	131	except Exception as exc:
LOW	tests/test_llm_backends.py	475	except Exception:
MEDIUM	tests/bench_extract.py	119	print(f"Error: {target} does not exist", file=sys.stderr)
LOW	…erpowers/plans/2026-05-04-incremental-updates-dedup.md	780	except Exception as exc:
LOW	…erpowers/plans/2026-05-04-incremental-updates-dedup.md	790	except Exception as exc:
LOW	…erpowers/plans/2026-05-04-incremental-updates-dedup.md	841	except Exception as exc:
LOW	…erpowers/plans/2026-05-04-incremental-updates-dedup.md	1044	except Exception as exc:
LOW	graphify/ingest.py	112	except Exception:
LOW	graphify/ingest.py	179	except Exception:
LOW	graphify/hooks.py	108	except Exception as exc:
LOW	graphify/hooks.py	170	except Exception as exc:
LOW	graphify/global_graph.py	19	except Exception:
LOW	graphify/diagnostics.py	233	except Exception as exc:
LOW	graphify/cache.py	72	except Exception:
LOW	graphify/cache.py	221	except Exception:
LOW	graphify/serve.py	466	except Exception:
LOW	graphify/serve.py	866	except Exception:
LOW	graphify/serve.py	903	except Exception:
LOW	graphify/serve.py	941	except Exception as exc:
LOW	graphify/serve.py	966	except Exception as exc:
LOW	graphify/serve.py	978	except Exception as exc:
MEDIUM	graphify/serve.py	459	def _relay() -> None:
LOW	graphify/llm.py	40	except Exception: # network failure on first-use download, etc.
LOW	graphify/llm.py	829	except Exception as exc: # noqa: BLE001 — re-raise unless it's a known context overflow
LOW	graphify/llm.py	988	except Exception as exc: # noqa: BLE001 — caller-facing surface, log + continue
LOW	graphify/llm.py	1170	except Exception:
LOW	graphify/multigraph_compat.py	64	except Exception as exc:
LOW	graphify/export.py	57	except Exception:
LOW	graphify/export.py	86	except Exception:
LOW	graphify/export.py	91	except Exception as exc:
LOW	graphify/export.py	478	except Exception:
LOW	graphify/export.py	502	except Exception:
LOW	graphify/callflow_html.py	234	except Exception:
LOW	graphify/dedup.py	424	except Exception as exc:
LOW	graphify/cluster.py	200	except Exception:
LOW	graphify/transcribe.py	182	except Exception as exc:
LOW	graphify/watch.py	185	except Exception:
LOW	graphify/watch.py	563	except Exception:
LOW	graphify/watch.py	586	except Exception:
LOW	graphify/watch.py	599	except Exception:
LOW	graphify/watch.py	631	except Exception:
LOW	graphify/watch.py	637	except Exception:
LOW	graphify/watch.py	656	except Exception:
LOW	graphify/watch.py	683	except Exception:
LOW	graphify/watch.py	708	except Exception:
LOW	graphify/watch.py	738	except Exception as cf_err:
LOW	graphify/watch.py	755	except Exception as exc:
LOW	graphify/prs.py	377	except Exception:
LOW	graphify/prs.py	608	except Exception as e:
LOW	graphify/prs.py	662	except Exception as e:
LOW	graphify/google_workspace.py	67	except Exception as exc:
LOW	graphify/detect.py	101	except Exception:
LOW	graphify/detect.py	330	except Exception:
LOW	graphify/detect.py	370	except Exception:
LOW	graphify/detect.py	400	except Exception:
LOW	graphify/detect.py	420	except Exception:
74 more matches not shown…

Deep Nesting144 hits · 91 pts

Severity	File	Line
LOW	worked/example/raw/parser.py	29
LOW	tests/test_multilang.py	167
LOW	tests/test_multilang.py	215
LOW	tests/test_multilang.py	224
LOW	graphify/build.py	277
LOW	graphify/ingest.py	13
LOW	graphify/benchmark.py	39
LOW	graphify/security.py	42
LOW	graphify/serve.py	87
LOW	graphify/serve.py	110
LOW	graphify/serve.py	135
LOW	graphify/serve.py	283
LOW	graphify/serve.py	420
LOW	graphify/serve.py	445
LOW	graphify/serve.py	475
LOW	graphify/serve.py	459
LOW	graphify/serve.py	919
LOW	graphify/llm.py	184
LOW	graphify/llm.py	314
LOW	graphify/llm.py	915
LOW	graphify/export.py	32
LOW	graphify/export.py	111
LOW	graphify/export.py	622
LOW	graphify/validate.py	10
LOW	graphify/callflow_html.py	570
LOW	graphify/dedup.py	129
LOW	graphify/dedup.py	333
LOW	graphify/cluster.py	86
LOW	graphify/watch.py	365
LOW	graphify/watch.py	790
LOW	graphify/prs.py	292
LOW	graphify/prs.py	342
LOW	graphify/prs.py	578
LOW	graphify/prs.py	668
LOW	graphify/detect.py	123
LOW	graphify/detect.py	334
LOW	graphify/detect.py	374
LOW	graphify/detect.py	404
LOW	graphify/detect.py	621
LOW	graphify/detect.py	659
LOW	graphify/detect.py	737
LOW	graphify/detect.py	767
LOW	graphify/detect.py	865
LOW	graphify/detect.py	1097
LOW	graphify/detect.py	672
LOW	graphify/extract.py	325
LOW	graphify/extract.py	461
LOW	graphify/extract.py	511
LOW	graphify/extract.py	536
LOW	graphify/extract.py	581
LOW	graphify/extract.py	603
LOW	graphify/extract.py	644
LOW	graphify/extract.py	677
LOW	graphify/extract.py	716
LOW	graphify/extract.py	768
LOW	graphify/extract.py	813
LOW	graphify/extract.py	832
LOW	graphify/extract.py	880
LOW	graphify/extract.py	917
LOW	graphify/extract.py	972
84 more matches not shown…

Verbosity Indicators9 hits · 20 pts

Severity	File	Line	Snippet
LOW	tests/test_pipeline.py	25	# Step 1: detect
LOW	tests/test_pipeline.py	31	# Step 2: extract (AST only - no LLM)
LOW	tests/test_pipeline.py	38	# Step 3: build
LOW	tests/test_pipeline.py	43	# Step 4: cluster
LOW	tests/test_pipeline.py	51	# Step 5: analyze
LOW	tests/test_pipeline.py	63	# Step 6: report
LOW	tests/test_pipeline.py	70	# Step 7: export - JSON
LOW	tests/test_pipeline.py	78	# Step 8: export - HTML
LOW	tests/test_pipeline.py	86	# Step 9: export - Obsidian vault

Over-Commented Block7 hits · 6 pts

Severity	File	Line	Snippet
LOW	tests/test_cli_export.py	341
LOW	graphify/build.py	1	# assemble node+edge dicts into a NetworkX graph, preserving edge direction
LOW	graphify/security.py	21	# Graph-load memory-bomb cap: reject .json files larger than this before
LOW	graphify/llm.py	361	if reasoning_effort is not None:
LOW	graphify/llm.py	521	# pushes the model towards markdown + prose explanations, which conflict
LOW	graphify/export.py	181	#search:focus { border-color: #4E79A7; }
LOW	graphify/semantic_cleanup.py	1	# Semantic fragment sanitizer — converts sentence-like rationale nodes into

AI Slop Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_languages.py	1071	# More robust: no target should contain a brace character
LOW	graphify/extract.py	3657	# Edge target already a real node - just add the edge, don't add a node.

Overly Generic Function Names5 hits · 5 pts

Severity	File	Line	Snippet
LOW	worked/httpx/raw/transport.py	13	def handle_request(self, request: Request) -> Response:
LOW	worked/httpx/raw/transport.py	70	def handle_request(self, request: Request) -> Response:
LOW	worked/httpx/raw/transport.py	112	def handle_request(self, request: Request) -> Response:
LOW	worked/httpx/raw/transport.py	126	def handle_request(self, request: Request) -> Response:
LOW	tests/test_rationale.py	193	def helper() -> int:

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet
LOW	graphify/detect.py	306	# Check if it's a converted paper

Score History

Severity Breakdown

Pattern Findings