2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

29.9K

Stars

Rust

Language

198.4K

Lines of Code

324

Files

363

Pattern Hits

2026-10-31

Scan Date

0.16

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 7.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 293 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.4/100 · LOW

Are imports declared and package/API names verified? 61 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 97 finding(s).

PR Review Velocity Impact 14.9/100 · LOW

Which changes need focused human review? 363 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 52MEDIUM 9LOW 302

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 363 distinct pattern matches across 13 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.

Cross-Language Confusion50 hits · 251 pts

Severity	File	Line	Snippet	Context
HIGH	render-repros/test_paired_corpus.py	82	'\\"requested\\":null,\\"controlled_scroll\\":null}",'	CODE
HIGH⚡	render-repros/paired-corpus.py	82	";geometryIndex++)nodes.push(descendants[geometryIndex]);"	CODE
HIGH⚡	render-repros/paired-corpus.py	86	"(nodeIndices.has(node.parentElement)?nodeIndices.get(node.parentElement):null),"	CODE
HIGH⚡	render-repros/paired-corpus.py	242	"transformReasons.push('transform');"	CODE
HIGH⚡	render-repros/paired-corpus.py	244	"transformReasons.push('translate');"	CODE
HIGH⚡	render-repros/paired-corpus.py	246	"transformReasons.push('rotate');"	CODE
HIGH⚡	render-repros/paired-corpus.py	248	"transformReasons.push('scale');"	CODE
HIGH⚡	render-repros/paired-corpus.py	250	"transformReasons.push('perspective');"	CODE
HIGH⚡	render-repros/paired-corpus.py	255	"category.candidates.push(featureProbeCandidate("	CODE
HIGH⚡	render-repros/paired-corpus.py	259	"truncationReasons.push('text-overflow');"	CODE
HIGH⚡	render-repros/paired-corpus.py	261	"truncationReasons.push('-webkit-line-clamp');"	CODE
HIGH⚡	render-repros/paired-corpus.py	266	"category.candidates.push(featureProbeCandidate("	CODE
HIGH⚡	render-repros/paired-corpus.py	465	"document_client_width:root?root.clientWidth:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	466	"document_client_height:root?root.clientHeight:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	467	"document_scroll_width:root?root.scrollWidth:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	468	"document_scroll_height:root?root.scrollHeight:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	469	"body_client_width:body?body.clientWidth:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	470	"body_client_height:body?body.clientHeight:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	471	"body_scroll_width:body?body.scrollWidth:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	472	"body_scroll_height:body?body.scrollHeight:null},"	CODE
HIGH⚡	render-repros/paired-corpus.py	473	"fonts:{supported:!!fonts,status:fonts?fonts.status:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	474	"face_count:fonts?Array.from(fonts).length:null,"	CODE
HIGH⚡	render-repros/paired-corpus.py	475	"ready_at_sample:fonts?fonts.status==='loaded':null},"	CODE
HIGH⚡	render-repros/paired-corpus.py	943	document_client_width: root ? root.clientWidth : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	944	document_client_height: root ? root.clientHeight : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	945	document_scroll_width: root ? root.scrollWidth : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	946	document_scroll_height: root ? root.scrollHeight : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	947	body_client_width: body ? body.clientWidth : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	948	body_client_height: body ? body.clientHeight : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	949	body_scroll_width: body ? body.scrollWidth : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	950	body_scroll_height: body ? body.scrollHeight : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	961	status: fonts ? fonts.status : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	962	face_count: fonts ? Array.from(fonts).length : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	969	image.complete && image.naturalWidth > 0).length,	CODE
HIGH⚡	render-repros/paired-corpus.py	971	image.complete && image.naturalWidth === 0).length,	CODE
HIGH⚡	render-repros/paired-corpus.py	979	: null,	CODE
HIGH⚡	render-repros/paired-corpus.py	980	root_class: root ? root.className : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	981	root_data_theme: root ? root.getAttribute("data-theme") : null,	CODE
HIGH⚡	render-repros/paired-corpus.py	982	body_class: body ? body.className : null,	CODE
HIGH	render-repros/paired-corpus.py	181	"rects:rects,error:null};"	CODE
HIGH	render-repros/paired-corpus.py	182	"}catch(error){return {selector:selector,valid:false,count:null,"	CODE
HIGH	render-repros/paired-corpus.py	230	"client_rect_count:clientRectCount,computed:computed,box_quads:null};};"	CODE
HIGH	render-repros/paired-corpus.py	281	"source:null,coordinate_space:null,attempted_candidates:0,"	CODE
HIGH	render-repros/paired-corpus.py	916	: null,	CODE
HIGH	render-repros/paired-corpus.py	919	: null,	CODE
HIGH	render-repros/paired-corpus.py	2481	"as unavailable and candidate quads remain null; bounding "	CODE
HIGH⚡	render-repros/paired-corpus.py	1337	failures.push({	STRING
HIGH⚡	render-repros/paired-corpus.py	1339	name: error && error.name ? String(error.name) : "Error",	STRING
HIGH⚡	render-repros/paired-corpus.py	1340	message: error && error.message	STRING
HIGH	scripts/ci/perf_smoke.py	43	"(() => {let n=0;for(let i=0;i<1500;i++){let h=document.createElement('div');document.body.append(h);let r=h.att	CODE

Over-Commented Block183 hits · 169 pts

Severity	File	Line	Snippet	Context
LOW	crates/obscura-cli/src/main.rs	41	#[arg(long, global = true)]	COMMENT
LOW	crates/obscura-cli/src/main.rs	61	/// Pass raw flags to V8, in the same form V8/Chromium/Node accept	COMMENT
LOW	crates/obscura-cli/src/main.rs	81	#[arg(long)]	COMMENT
LOW	crates/obscura-cli/src/main.rs	101	#[arg(long, value_name = "N")]	COMMENT
LOW	crates/obscura-cli/src/main.rs	121	ready_file: Option<std::path::PathBuf>,	COMMENT
LOW	crates/obscura-cli/src/main.rs	141	quiet: bool,	COMMENT
LOW	crates/obscura-cli/src/main.rs	341	/// or passed only whitespace; in those cases V8 is left untouched.	COMMENT
LOW	crates/obscura-cli/src/main.rs	1441	// before observing image/font readiness. Obscura resolves retained	COMMENT
LOW	crates/obscura-cli/src/main.rs	2441	DEFAULT_V8_FLAGS,	COMMENT
LOW	crates/obscura-mcp/src/lib.rs	181	}	COMMENT
LOW	crates/obscura-mcp/src/lib.rs	2941	}	COMMENT
LOW	crates/obscura-browser/src/page.rs	261	/// declaration order, so the frames must go first.	COMMENT
LOW	crates/obscura-browser/src/page.rs	281	/// viewport and survives navigation, matching device-metrics emulation.	COMMENT
LOW	crates/obscura-browser/src/page.rs	301	/// encoding override on `<a>`/`<area>` hrefs in legacy-charset documents.	COMMENT
LOW	crates/obscura-browser/src/page.rs	341	// contract. Includes `Runtime.addBinding` shims so puppeteer's	COMMENT
LOW	crates/obscura-browser/src/page.rs	1501	else {	COMMENT
LOW	crates/obscura-browser/src/page.rs	1901	// a suspended prior document whose allocator may reuse them.	COMMENT
LOW	crates/obscura-browser/src/page.rs	2361	// fetch + execute loop can blow past a Puppeteer/Playwright goto	COMMENT
LOW	crates/obscura-browser/src/page.rs	3301	}	COMMENT
LOW	crates/obscura-browser/src/page.rs	3741	// Seed their image/font dependencies concurrently through the page	COMMENT
LOW	crates/obscura-browser/src/page.rs	3881	if reached_idle && !terminated {	COMMENT
LOW	crates/obscura-browser/src/page.rs	5061	/// Register a passive callback fired for every JS `fetch()`/XHR (and	COMMENT
LOW	crates/obscura-browser/src/page.rs	9241	#[tokio::test(flavor = "current_thread")]	COMMENT
LOW	crates/obscura-browser/src/fork_virtual_url.rs	1	//! Fork-only: adopt a URL the page routed to itself.	COMMENT
LOW	crates/obscura-browser/src/context.rs	21	pub platform: String,	COMMENT
LOW	crates/obscura-net/src/wreq_client.rs	241	// Honor SSL_CERT_FILE / SSL_CERT_DIR in the stealth client too.	COMMENT
LOW	crates/obscura-net/src/encoding.rs	1	//! Charset detection and decoding for HTTP response bodies.	COMMENT
LOW	crates/obscura-cdp/tests/concurrent_navigations.rs	1	//! Issue #19 smoke test: 5 parallel CDP clients each performing	COMMENT
LOW	crates/obscura-cdp/tests/page_close_destroys_target.rs	1	//! `Page.close` closed nothing: obscura fell through to its	COMMENT
LOW	…cdp/tests/accept_thread_survives_silent_connections.rs	1	//! The accept thread must survive connections that never send a request head.	COMMENT
LOW	crates/obscura-cdp/tests/input_mouse_event_parity.rs	21	#inner { width: 700px; height: 800px; }	COMMENT
LOW	crates/obscura-cdp/tests/concurrent_page_isolation.rs	1	//! #872 / #873 — concurrent pages over ONE CDP connection must each keep their	COMMENT
LOW	…ates/obscura-cdp/tests/dom_get_outer_html_object_id.rs	1	//! `DOM.getOuterHTML` is the one DOM call a CDP client makes while holding a	COMMENT
LOW	…obscura-cdp/tests/concurrent_connections_heavy_page.rs	1	//! Issue #430 regression: concurrent CDP connections driving a subresource-heavy	COMMENT
LOW	crates/obscura-cdp/tests/scroll_event_on_assignment.rs	1	//! Assigning `scrollTop` / `scrollLeft` must fire a `scroll` event.	COMMENT
LOW	…obscura-cdp/tests/concurrent_navigations_with_fetch.rs	1	//! Issue #19 hard repro: 5 parallel clients with Fetch interception enabled	COMMENT
LOW	…es/obscura-cdp/tests/structured_clone_crypto_parity.rs	1	// Regression parity for issue #389: Cloudflare managed challenges hang because	COMMENT
LOW	crates/obscura-cdp/tests/max_connections_cap.rs	1	//! `--max-connections` bounds the thread-per-connection server.	COMMENT
LOW	…-cdp/tests/runtime_get_properties_objectid_escaping.rs	1	//! `Runtime.getProperties` mints a child objectId as `parentOid + '::' + key`	COMMENT
LOW	crates/obscura-cdp/src/dispatch.rs	81	// Which sessions asked for each `Runtime.addBinding` name. A binding is a	COMMENT
LOW	crates/obscura-cdp/src/dispatch.rs	101	// Playwright locator path described in issue #51.	COMMENT
LOW	crates/obscura-cdp/src/dispatch.rs	761	// Target.sendMessageToTarget. Unwrap and recurse BEFORE acquiring the	COMMENT
LOW	crates/obscura-cdp/src/dispatch.rs	781	//	COMMENT
LOW	crates/obscura-cdp/src/dispatch.rs	1081	}	COMMENT
LOW	crates/obscura-cdp/src/util.rs	1	/// Helpers shared across CDP domain handlers.	COMMENT
LOW	crates/obscura-cdp/src/util.rs	21	/// Embed an objectId as a JS string literal, quotes included.	COMMENT
LOW	crates/obscura-cdp/src/util.rs	101	// kicks in. `file` appearing anywhere except as the leading scheme	COMMENT
LOW	crates/obscura-cdp/src/server.rs	21	// PR #36 comment 4341743194: the deferral queue in `process_with_interception`	COMMENT
LOW	crates/obscura-cdp/src/server.rs	41	const MAX_PENDING_WS_HANDOFFS: usize = 128;	COMMENT
LOW	crates/obscura-cdp/src/server.rs	421	// A connection that is accepted but never sends its request head	COMMENT
LOW	crates/obscura-cdp/src/server.rs	701	}	COMMENT
LOW	crates/obscura-cdp/src/server.rs	721	/// connections per round: 350 / 619 / 826 MiB over three rounds uncapped and	COMMENT
LOW	crates/obscura-cdp/src/server.rs	1041	/// Cap on connections parked without a request head. Bounds the accept	COMMENT
LOW	crates/obscura-cdp/src/server.rs	2001	// Issue #19 follow-up (PR #36 maintainer's fetch-intercept repro):	COMMENT
LOW	crates/obscura-cdp/src/domains/page.rs	1321	WaitUntil::NetworkIdle0 => 3,	COMMENT
LOW	crates/obscura-cdp/src/domains/runtime.rs	401	//	COMMENT
LOW	crates/obscura-cdp/src/domains/io.rs	21	fn io_stream_max_bytes() -> usize {	COMMENT
LOW	crates/obscura-cdp/src/domains/dom.rs	541	}	COMMENT
LOW	crates/obscura-cdp/src/domains/dom.rs	1001		COMMENT
LOW	crates/obscura-cdp/src/domains/input.rs	1	use serde_json::{json, Value};	COMMENT
123 more matches not shown…

Hyper-Verbose Identifiers88 hits · 80 pts

Severity	File	Line	Snippet	Context
LOW	crates/obscura-js/js/bootstrap.js	272	define(Object, 'getOwnPropertyDescriptors', function getOwnPropertyDescriptors(t) {	CODE
LOW	crates/obscura-js/js/bootstrap.js	16716	DedicatedWorkerGlobalScope: function DedicatedWorkerGlobalScope() {},	CODE
LOW	render-repros/check.py	90	def bidirectional_edge_distance(ours_edges, chromium_edges):	CODE
LOW	render-repros/test_paired_corpus.py	18	def test_canonical_light_default_motion_environment_matches(self):	CODE
LOW	render-repros/test_paired_corpus.py	25	def test_dark_or_reduced_environment_is_rejected(self):	CODE
LOW	render-repros/test_paired_corpus.py	38	def test_bottom_expression_resolves_live_document_height(self):	CODE
LOW	render-repros/test_paired_corpus.py	49	def test_chromium_reassert_records_settled_and_final_offsets(self):	CODE
LOW	render-repros/test_paired_corpus.py	77	def test_capture_report_uses_post_settle_state(self):	CODE
LOW	render-repros/test_paired_corpus.py	113	def test_obscura_capture_exports_final_scroll_request_to_cli(self):	CODE
LOW	render-repros/test_paired_corpus.py	124	def test_obscura_capture_exports_explicit_animation_sample(self):	CODE
LOW	render-repros/test_paired_corpus.py	128	def test_paired_state_expression_is_read_only_at_capture_boundary(self):	CODE
LOW	render-repros/test_paired_corpus.py	141	def test_every_capture_expression_samples_page_state_without_scrolling(self):	CODE
LOW	render-repros/test_paired_corpus.py	153	def test_capture_report_keeps_dom_state_and_authoritative_geometry(self):	CODE
LOW	render-repros/test_paired_corpus.py	170	def test_legacy_pre_settle_report_is_not_relabelled_as_capture_state(self):	CODE
LOW	render-repros/test_paired_corpus.py	189	def test_page_state_comparison_reports_provenance_and_geometry_deltas(self):	CODE
LOW	render-repros/test_paired_corpus.py	228	def test_scroll_y_parser_accepts_bottom_and_integer(self):	CODE
LOW	render-repros/test_paired_corpus.py	260	def test_delayed_route_at_zero_settle_is_different_live_state_and_not_fidelity(self):	CODE
LOW	render-repros/test_paired_corpus.py	291	def test_delayed_route_after_settle_is_comparable_despite_hashes(self):	CODE
LOW	render-repros/test_paired_corpus.py	323	def test_matching_contentless_canvases_are_not_fidelity_evidence(self):	CODE
LOW	render-repros/test_paired_corpus.py	342	def test_live_and_deterministic_modes_with_same_dom_provenance_are_comparable(self):	CODE
LOW	render-repros/test_paired_corpus.py	368	def test_capture_boundary_instability_excludes_otherwise_matching_state(self):	CODE
LOW	render-repros/test_paired_corpus.py	383	def test_one_moderate_provenance_difference_does_not_overreject(self):	CODE
LOW	render-repros/test_paired_corpus.py	416	def test_default_state_expressions_do_not_include_probe_work(self):	CODE
LOW	render-repros/test_paired_corpus.py	438	def test_feature_discovery_is_bounded_selector_free_and_avoids_nested_scroll(self):	CODE
LOW	render-repros/test_paired_corpus.py	464	def test_obscura_records_quad_capability_instead_of_fabricated_corners(self):	CODE
LOW	render-repros/test_paired_corpus.py	473	def test_chromium_cdp_attaches_content_and_border_quads_once_per_element(self):	CODE
LOW	render-repros/test_paired_corpus.py	518	def test_missing_chromium_cdp_session_leaves_quads_null(self):	CODE
LOW	render-repros/test_paired_corpus.py	532	def test_chromium_snapshot_paints_before_host_hashing(self):	CODE
LOW	render-repros/test_paired_corpus.py	596	def test_chromium_resource_warmup_discards_one_shot_then_yields(self):	CODE
LOW	render-repros/test_paired_corpus.py	616	def test_repeatable_selectors_are_passed_safely_in_one_state_expression(self):	CODE
LOW	render-repros/test_paired_corpus.py	664	def test_probe_comparison_reports_raw_deltas_and_invalid_errors(self):	CODE
LOW	render-repros/test_paired_corpus.py	758	def test_geometry_verdict_accepts_matching_bounded_subtrees(self):	CODE
LOW	render-repros/test_paired_corpus.py	812	def test_geometry_target_accepts_repeated_angular_id_salt_variants(self):	CODE
LOW	render-repros/test_paired_corpus.py	897	def test_geometry_target_rejects_one_off_generated_id_salt(self):	CODE
LOW	render-repros/test_paired_corpus.py	923	def test_geometry_target_rejects_repeated_semantic_id_changes(self):	CODE
LOW	render-repros/test_paired_corpus.py	962	def test_geometry_verdict_excludes_different_dynamic_subtree_only(self):	CODE
LOW	render-repros/test_paired_corpus.py	1029	def test_legacy_geometry_report_is_insufficient_for_verdict(self):	CODE
LOW	render-repros/test_paired_corpus.py	1062	def test_truncated_equal_subtrees_are_insufficient_for_verdict(self):	CODE
LOW	render-repros/test_paired_corpus.py	1108	def test_feature_comparison_reports_presence_computed_geometry_and_quad_capability(self):	CODE
LOW	render-repros/test_paired_corpus.py	1218	def test_explicit_sample_pauses_and_seeks_current_animations(self):	CODE
LOW⚡	render-repros/paired-corpus.py	73	def geometry_probe_javascript(selectors_expression):	CODE
LOW	render-repros/paired-corpus.py	329	def reassert_chromium_controlled_scroll(page, scroll):	CODE
LOW	render-repros/paired-corpus.py	384	def obscura_state_eval_expression(	CODE
LOW	render-repros/paired-corpus.py	492	def parse_obscura_capture_report(stdout):	CODE
LOW	render-repros/paired-corpus.py	540	def parse_obscura_scroll_report(stdout):	CODE
LOW	render-repros/paired-corpus.py	615	def with_controlled_scroll_environment(env, scroll):	CODE
LOW	render-repros/paired-corpus.py	810	def chromium_identity_override(session):	CODE
LOW	render-repros/paired-corpus.py	1028	def finalize_chromium_state_hashes(state):	CODE
LOW	render-repros/paired-corpus.py	1045	def attach_chromium_box_quads(session, state):	CODE
LOW	render-repros/paired-corpus.py	1133	def mark_chromium_box_quads_unavailable(state):	CODE
LOW	render-repros/paired-corpus.py	1149	def prepare_chromium_feature_probes(state, cdp_session):	CODE
LOW	render-repros/paired-corpus.py	1155	def chromium_capture_signature(state):	CODE
LOW	render-repros/paired-corpus.py	1309	def freeze_chromium_animations(page, sample_ms):	CODE
LOW	render-repros/paired-corpus.py	1442	def classify_state_comparability(	CODE
LOW	render-repros/paired-corpus.py	1676	def canonical_geometry_dom_structure(dom):	CODE
LOW	render-repros/paired-corpus.py	1717	def split_generated_id_variance(obscura_id, chromium_id):	CODE
LOW	render-repros/paired-corpus.py	1861	def compare_geometry_dom_structures(obscura_dom, chromium_dom):	CODE
LOW	render-repros/paired-corpus.py	1908	def geometry_verdict_exclusions(comparisons):	CODE
LOW	render-repros/paired-corpus.py	1921	def summarize_geometry_verdicts(comparisons):	CODE
LOW	render-repros/test_check.py	20	def test_absent_color_check_rejects_an_unexpected_component(self):	CODE
28 more matches not shown…

AI Slop Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	…-cdp/tests/runtime_get_properties_objectid_escaping.rs	155	// helper #709 cites as already robust - but that was the same two `replace` calls	COMMENT
MEDIUM	…-cdp/tests/runtime_get_properties_objectid_escaping.rs	155	// helper #709 cites as already robust - but that was the same two `replace` calls	COMMENT
MEDIUM	crates/obscura-render/src/dom.rs	3246	// them keeps this robust to document fragments and template wrappers.	COMMENT
MEDIUM	crates/obscura-render/src/dom.rs	12364	// Absolutely positioned descendants are not grid items. Preserve the	COMMENT
MEDIUM	render-repros/check.py	194	# enough per-engine signal for the paired harness to exclude blank or	COMMENT

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/obscura-cli/tests/mcp_client.rs	124	// ── minimal MCP client ────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/obscura-cli/tests/mcp_client.rs	229	// ── tests ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/obscura-mcp/src/http.rs	377	// ── routing ──────────────────────────────────────────────────────────	COMMENT

Empty Error Handlers2 hits · 8 pts

Severity	File	Line	Snippet	Context
HIGH	render-repros/paired-corpus.py	1124	except Exception:	CODE
HIGH	scripts/ci/perf_smoke.py	114	except ProcessLookupError:	CODE

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	crates/obscura-mcp/src/lib.rs	1660	if (!label) label = el.getAttribute('aria-label') \|\| el.getAttribute('placeholder') \|\| '';	CODE
LOW	crates/obscura-browser/src/accessibility.rs	556	return node.get_attribute("placeholder").and_then(nonempty);	CODE
LOW	crates/obscura-js/js/bootstrap.js	5119	get placeholder() { return this.getAttribute("placeholder") \|\| ""; }	CODE
LOW	crates/obscura-js/js/bootstrap.js	5120	set placeholder(v) { this.setAttribute("placeholder", v); }	CODE
LOW	crates/obscura-render/src/paint.rs	5452	if let Some(placeholder) = node.get_attribute("placeholder") {	CODE
LOW	crates/obscura-render/src/dom.rs	4132	"placeholder" \| "value" => &["placeholder-shown"],	CODE
LOW	crates/obscura-render/src/css.rs	2926	if let Some(base) = strip_pseudo_element(sel_trim, "placeholder") {	CODE

Deep Nesting8 hits · 7 pts

Severity	File	Line	Context
LOW	render-repros/check.py	205	CODE
LOW	render-repros/paired-corpus.py	1045	CODE
LOW	render-repros/paired-corpus.py	2245	CODE
LOW	render-repros/test_check.py	20	CODE
LOW	scripts/ci/test_repair_v8_cache.py	25	CODE
LOW	scripts/ci/pr_policy.py	113	CODE
LOW	scripts/ci/perf_smoke.py	65	CODE
LOW	scripts/ci/perf_smoke.py	152	CODE

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	crates/obscura-js/build.rs	66	// Step 1: Generate a host snapshot to extract the deno_core sidecar data.	COMMENT
LOW	crates/obscura-js/build.rs	98	// Step 2: Run cross-mksnapshot to generate the target-architecture raw blob.	COMMENT
LOW	crates/obscura-js/build.rs	115	// Step 3: Patch the snapshot version in the raw blob header.	COMMENT
LOW	crates/obscura-js/build.rs	133	// Step 4: Combine the patched raw blob with the extracted sidecar.	COMMENT

Structural Annotation Overuse4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	crates/obscura-js/build.rs	66	// Step 1: Generate a host snapshot to extract the deno_core sidecar data.	COMMENT
LOW	crates/obscura-js/build.rs	98	// Step 2: Run cross-mksnapshot to generate the target-architecture raw blob.	COMMENT
LOW	crates/obscura-js/build.rs	115	// Step 3: Patch the snapshot version in the raw blob header.	COMMENT
LOW	crates/obscura-js/build.rs	133	// Step 4: Combine the patched raw blob with the extracted sidecar.	COMMENT

Unused Imports4 hits · 4 pts

Severity	File	Line	Context
LOW	scripts/ci/pr_policy.py	4	CODE
LOW	scripts/ci/pr_policy.py	9	CODE
LOW	scripts/ci/compare_obstacle.py	4	CODE
LOW	scripts/ci/perf_smoke.py	4	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/Markdown-extraction.md	32	## For RAG / LLM context	COMMENT

Excessive Try-Catch Wrapping4 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	render-repros/paired-corpus.py	1113	except Exception as error:	CODE
LOW	render-repros/paired-corpus.py	1124	except Exception:	CODE
LOW	render-repros/paired-corpus.py	2701	except Exception as error:	CODE
LOW	render-repros/paired-corpus.py	2716	except Exception as error:	CODE

h4ckf0r0day/obscura

Open-Source Code Quality, Security and Technical Debt Review