4.4

Adjusted Signal

4.4

Raw Pattern Score

100%

Time Factor

2026-10-17

Last Push

4.6K

Stars

Python

Language

23.9K

Lines of Code

Files

Pattern Hits

2026-10-31

Scan Date

0.08

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 12.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 57 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 15 finding(s).

Agent Over-Engineering Ratio 11.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 37 finding(s).

PR Review Velocity Impact 19.7/100 · LOW

Which changes need focused human review? 83 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 4MEDIUM 1LOW 78

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 83 distinct pattern matches across 9 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers26 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW⚡	make_release.py	47	def read_last_tag_from_version_file(path: Path) -> str \| None:	CODE
LOW⚡	make_release.py	62	def copy_interactive_html_bom(src: Path, dst: Path) -> None:	CODE
LOW⚡	tests/test_board_clipping.py	112	def test_round_castellation_and_regular_hole(self):	CODE
LOW⚡	tests/test_board_clipping.py	122	def test_external_internal_and_tangent_drills_are_not_castellations(self):	CODE
LOW⚡	tests/test_board_clipping.py	129	def test_overlapping_and_duplicate_edge_drills_are_unioned(self):	CODE
LOW⚡	tests/test_board_clipping.py	135	def test_rotated_slot_uses_drill_not_copper_offset(self):	CODE
LOW⚡	tests/test_board_clipping.py	143	def test_cutout_edge_and_separate_island(self):	CODE
LOW	tests/test_board_clipping.py	172	def test_outline_in_footprint(self):	CODE
LOW	tests/test_board_clipping.py	182	def test_optional_clipping_schema(self):	CODE
LOW⚡	tests/test_board_clipping.py	210	def test_bezier_outline_cutout_and_crossing_drill(self):	CODE
LOW⚡	tests/test_board_clipping.py	220	def test_open_bezier_outline_falls_back(self):	CODE
LOW⚡	tests/test_board_clipping.py	228	def test_cli_generation_with_beziers_and_fallback(self):	CODE
LOW	tests/test_board_clipping.py	290	def test_missing_optional_geometry_apis(self):	CODE
LOW	tests/test_board_clipping.py	305	def test_missing_and_open_outlines_fall_back(self):	CODE
LOW	tests/test_board_clipping.py	310	def test_incompatible_geometry_api_falls_back(self):	CODE
LOW	InteractiveHtmlBom/web/table-util.js	259	function getBoundingClientRectFromMultiple(elements) {	CODE
LOW	InteractiveHtmlBom/web/table-util.js	279	function cloneElementWithDimensions(elem) {	CODE
LOW	InteractiveHtmlBom/web/render.js	726	function pointWithinDistanceToSegment(x, y, x1, y1, x2, y2, d) {	CODE
LOW	InteractiveHtmlBom/web/ibom.js	253	function clearHighlightedFootprints() {	CODE
LOW	InteractiveHtmlBom/web/ibom.js	262	function createRowHighlightHandler(rowid, refs, net) {	CODE
LOW	InteractiveHtmlBom/web/ibom.js	394	function checkboxSetUnsetAllHandler(checkboxname) {	CODE
LOW	InteractiveHtmlBom/web/ibom.js	1161	function populateMarkWhenCheckedOptions() {	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	84	def parse_extra_data_from_pcb(self):	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	461	def _clipping_methods_available(self, obj, *names):	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	275	def _calculate_footprint_bbox(self, package, x, y, angle, mirrored):	CODE
LOW	InteractiveHtmlBom/ecad/kicad_extra/__init__.py	31	def find_latest_schematic_data(base_name, directories):	CODE

Deep Nesting25 hits · 25 pts

Severity	File	Line	Context
LOW	tests/test_board_clipping.py	92	CODE
LOW	tests/test_board_clipping.py	228	CODE
LOW	InteractiveHtmlBom/core/lzstring.py	20	CODE
LOW	InteractiveHtmlBom/core/ibom.py	99	CODE
LOW	InteractiveHtmlBom/core/ibom.py	222	CODE
LOW	InteractiveHtmlBom/ecad/svgpath.py	356	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	278	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	410	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	434	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	469	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	546	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	702	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	784	CODE
LOW	InteractiveHtmlBom/ecad/kicad.py	921	CODE
LOW	InteractiveHtmlBom/ecad/easyeda.py	317	CODE
LOW	InteractiveHtmlBom/ecad/easyeda.py	443	CODE
LOW	InteractiveHtmlBom/ecad/genericjson.py	75	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	154	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	218	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	275	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	330	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	478	CODE
LOW	InteractiveHtmlBom/ecad/fusion_eagle.py	686	CODE
LOW	InteractiveHtmlBom/ecad/kicad_extra/sexpressions.py	13	CODE
LOW	InteractiveHtmlBom/ecad/kicad_extra/netlistparser.py	8	CODE

Empty Error Handlers4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	InteractiveHtmlBom/version.py	20	except subprocess.CalledProcessError:	CODE
HIGH	InteractiveHtmlBom/version.py	23	except Exception:	CODE
HIGH	InteractiveHtmlBom/core/units.py	21	except Exception:	CODE
HIGH	InteractiveHtmlBom/ecad/kicad.py	27	except ValueError:	CODE

Unused Imports14 hits · 14 pts

Severity	File	Line	Context
LOW	__init__.py	1	CODE
LOW	make_release.py	20	CODE
LOW	tests/test_module.py	2	CODE
LOW	InteractiveHtmlBom/generate_interactive_bom.py	2	CODE
LOW	InteractiveHtmlBom/core/config.py	3	CODE
LOW	InteractiveHtmlBom/core/ibom.py	1	CODE
LOW	InteractiveHtmlBom/core/ibom.py	12	CODE
LOW	InteractiveHtmlBom/core/ibom.py	13	CODE
LOW	InteractiveHtmlBom/core/ibom.py	13	CODE
LOW	InteractiveHtmlBom/dialog/__init__.py	1	CODE
LOW	InteractiveHtmlBom/dialog/__init__.py	1	CODE
LOW	InteractiveHtmlBom/ecad/svgpath.py	11	CODE
LOW	InteractiveHtmlBom/ecad/svgpath.py	11	CODE
LOW	InteractiveHtmlBom/ecad/svgpath.py	11	CODE

Excessive Try-Catch Wrapping6 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	make_release.py	156	except Exception as e:	CODE
LOW	InteractiveHtmlBom/version.py	23	except Exception:	CODE
LOW	InteractiveHtmlBom/core/units.py	21	except Exception:	CODE
LOW	InteractiveHtmlBom/core/ibom.py	231	except Exception as e:	CODE
LOW	InteractiveHtmlBom/dialog/settings_dialog.py	336	except Exception as e:	CODE
MEDIUM	InteractiveHtmlBom/dialog/settings_dialog.py	46	def SetSizeHints(self, sz1, sz2):	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	DATAFORMAT.md	21	"maxy": 200,	COMMENT
LOW	DATAFORMAT.md	321	"angle": angle,	COMMENT
LOW	InteractiveHtmlBom/core/config.py	521		COMMENT
LOW	InteractiveHtmlBom/web/ibom.html	21	///////////////////////////////////////////////	COMMENT
LOW	InteractiveHtmlBom/web/lz-string.js	1	// Copyright (c) 2013 Pieroxy <pieroxy@pieroxy.net>	COMMENT

Modern Structural Boilerplate1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	make_release.py	53	def update_metadata_version(metadata_path: Path, version: str) -> None:	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	InteractiveHtmlBom/ecad/kicad_extra/__init__.py	47	# if no such file is found just return last modified	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	InteractiveHtmlBom/web/table-util.js	233	newElem.classList.add("placeholder");	CODE

openscopeproject/InteractiveHtmlBom

Open-Source Code Quality, Security and Technical Debt Review