5.1

Adjusted Signal

5.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.7K

Stars

HTML

Language

1.3M

Lines of Code

5.8K

Files

4.2K

Pattern Hits

2026-10-31

Scan Date

0.07

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 9.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2944 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.5/100 · LOW

Are imports declared and package/API names verified? 488 finding(s).

Agent Over-Engineering Ratio 12.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2711 finding(s).

PR Review Velocity Impact 24.2/100 · LOW

Which changes need focused human review? 4165 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 161HIGH 219MEDIUM 306LOW 3479

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 4165 distinct pattern matches across 23 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.

Hallucination Indicators161 hits · 1678 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	12	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	13	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:56)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	14	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	27	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.runTestClass(JUnitTestClassExecutor.java:112)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	28	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:58)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	29	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:40)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	30	at org.gradle.api.internal.tasks.testing.junit.AbstractJUnitTestClassProcessor.processTestClass(AbstractJUnitTestClassP	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	31	at org.gradle.api.internal.tasks.testing.SuiteTestClassProcessor.processTestClass(SuiteTestClassProcessor.java:53)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	34	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:36)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	35	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:24)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	36	at org.gradle.internal.dispatch.ContextClassLoaderDispatch.dispatch(ContextClassLoaderDispatch.java:33)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	40	at org.gradle.api.internal.tasks.testing.worker.TestWorker.executeAndMaintainThreadName(TestWorker.java:132)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	41	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:103)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	42	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:63)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	43	at org.gradle.process.internal.worker.child.ActionExecutionWorker.execute(ActionExecutionWorker.java:56)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	44	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	45	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	46	at worker.org.gradle.process.internal.worker.GradleWorkerMain.run(GradleWorkerMain.java:69)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	47	at worker.org.gradle.process.internal.worker.GradleWorkerMain.main(GradleWorkerMain.java:74)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	58	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	59	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:56)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	60	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	73	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.runTestClass(JUnitTestClassExecutor.java:112)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	74	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:58)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	75	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:40)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	76	at org.gradle.api.internal.tasks.testing.junit.AbstractJUnitTestClassProcessor.processTestClass(AbstractJUnitTestClassP	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	77	at org.gradle.api.internal.tasks.testing.SuiteTestClassProcessor.processTestClass(SuiteTestClassProcessor.java:53)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	80	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:36)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	81	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:24)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	82	at org.gradle.internal.dispatch.ContextClassLoaderDispatch.dispatch(ContextClassLoaderDispatch.java:33)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	86	at org.gradle.api.internal.tasks.testing.worker.TestWorker.executeAndMaintainThreadName(TestWorker.java:132)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	87	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:103)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	88	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:63)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	89	at org.gradle.process.internal.worker.child.ActionExecutionWorker.execute(ActionExecutionWorker.java:56)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	90	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	91	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	92	at worker.org.gradle.process.internal.worker.GradleWorkerMain.run(GradleWorkerMain.java:69)	CODE
CRITICAL⚡	…ontrols-recovery-2026-10-17/baseline-failing-tests.xml	93	at worker.org.gradle.process.internal.worker.GradleWorkerMain.main(GradleWorkerMain.java:74)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	79	at io.mockk.impl.recording.states.VerifyingState.failIfNotPassed(VerifyingState.kt:61)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	80	at io.mockk.impl.recording.states.VerifyingState.recordingDone(VerifyingState.kt:40)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	81	at io.mockk.impl.recording.CommonCallRecorder.done(CommonCallRecorder.kt:47)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	82	at io.mockk.impl.eval.RecordedBlockEvaluator.record(RecordedBlockEvaluator.kt:63)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	83	at io.mockk.impl.eval.VerifyBlockEvaluator.verify(VerifyBlockEvaluator.kt:30)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	91	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	92	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:56)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	93	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	106	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.runTestClass(JUnitTestClassExecutor.java:112)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	107	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:58)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	108	at org.gradle.api.internal.tasks.testing.junit.JUnitTestClassExecutor.execute(JUnitTestClassExecutor.java:40)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	109	at org.gradle.api.internal.tasks.testing.junit.AbstractJUnitTestClassProcessor.processTestClass(AbstractJUnitTestClassP	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	110	at org.gradle.api.internal.tasks.testing.SuiteTestClassProcessor.processTestClass(SuiteTestClassProcessor.java:53)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	113	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:36)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	114	at org.gradle.internal.dispatch.ReflectionDispatch.dispatch(ReflectionDispatch.java:24)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	115	at org.gradle.internal.dispatch.ContextClassLoaderDispatch.dispatch(ContextClassLoaderDispatch.java:33)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	119	at org.gradle.api.internal.tasks.testing.worker.TestWorker.executeAndMaintainThreadName(TestWorker.java:132)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	120	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:103)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	121	at org.gradle.api.internal.tasks.testing.worker.TestWorker.execute(TestWorker.java:63)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	122	at org.gradle.process.internal.worker.child.ActionExecutionWorker.execute(ActionExecutionWorker.java:56)	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	123	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
CRITICAL⚡	…-2026-10-17/drag-regression/baseline-failing-tests.xml	124	at org.gradle.process.internal.worker.child.SystemApplicationClassLoaderWorker.call(SystemApplicationClassLoaderWorker.	CODE
101 more matches not shown…

Hyper-Verbose Identifiers1938 hits · 1577 pts

Severity	File	Line	Snippet	Context
LOW	clients/browser-extension/src/options/options.js	505	async function handleRemoveBlockedDomain(domain) {	CODE
LOW	clients/browser-extension/src/popup/popup.js	139	async function syncPendingArchivesFromPopup() {	CODE
LOW	clients/ios/static/mark.js	644	value: function callNoMatchOnInvalidRanges(range, last) {	CODE
LOW	clients/ios/static/mark.js	744	value: function wrapRangeInMappedTextNode(dict, start, end, filterCb, eachCb) {	CODE
LOW	clients/ios/static/mark.js	808	value: function wrapMatchesAcrossElements(regex, ignoreGroups, filterCb, eachCb, endCb) {	CODE
LOW	clients/ios/static/storyDetailView.js	334	function applyClassifierHighlights(classifiers) {	CODE
LOW	clients/ios/static/storyDetailView.js	455	function newsblurListenIsContainer(element) {	CODE
LOW	clients/ios/static/storyDetailView.js	527	function newsblurListenClearHighlight() {	CODE
LOW	clients/ios/static/storyDetailView.js	613	function newsblurListenSetMiniPlayer(shown) {	CODE
LOW	clients/store/test_google_play.py	13	def test_listing_stage_preserves_video_extra_locale_and_reads_back(self):	CODE
LOW	clients/store/test_google_play.py	42	def test_missing_video_in_listing_readback_stops_staging(self):	CODE
LOW	clients/store/test_google_play.py	52	def test_product_patch_changes_only_listings_and_preserves_extra_locale(self):	CODE
LOW	clients/store/test_google_play.py	87	def test_configuration_change_in_product_readback_fails(self):	CODE
LOW	clients/store/test_google_play.py	96	def test_changed_product_baseline_blocks_all_patches(self):	CODE
LOW	clients/store/google_play.py	194	def unchanged_product_configuration(before, after):	CODE
LOW	clients/store/test_google_play_assets.py	26	def test_image_inventory_retries_transient_http_failure(self):	CODE
LOW	clients/store/test_google_play_assets.py	43	def test_image_inventory_does_not_retry_permission_failure(self):	CODE
LOW	clients/store/test_google_play_assets.py	92	def test_lost_upload_response_resumes_without_duplicate_or_second_clear(self):	CODE
LOW	clients/store/test_google_play_assets.py	104	def test_lost_delete_response_recovers_empty_set(self):	CODE
LOW⚡	clients/store/test_google_play_assets.py	117	def test_unexpected_image_blocks_deletion(self):	CODE
LOW⚡	clients/store/test_google_play_assets.py	123	def test_changed_resume_prefix_blocks_further_upload(self):	CODE
LOW⚡	clients/store/test_google_play_assets.py	132	def test_unrelated_text_track_or_image_changes_fail_preservation(self):	CODE
LOW	clients/store/test_google_play_assets.py	146	def test_readback_rejects_reordered_images(self):	CODE
LOW	clients/store/test_google_play_assets.py	154	def test_foreign_change_in_later_group_blocks_all_mutations(self):	CODE
LOW	clients/store/test_google_play_assets.py	174	def test_video_update_preserves_all_other_listing_fields(self):	CODE
LOW	archive/jammit.py	98	def javascript_tag_compressed(self, asset_package, asset_type_ext):	CODE
LOW	archive/jammit.py	107	def stylesheet_tag_compressed(self, asset_package, asset_type_ext):	CODE
LOW⚡	archive/fabfile.py	150	def assign_digitalocean_roledefs(split=False):	CODE
LOW	archive/fabfile.py	534	def setup_repo_local_settings():	CODE
LOW	archive/fabfile.py	788	def switch_forked_mongoengine():	CODE
LOW	archive/fabfile.py	1676	def setup_original_page_server():	CODE
LOW	archive/fabfile.py	1761	def setup_feeds_fetched_monitor():	CODE
LOW	archive/ansible/do_inventory.py	509	def load_droplet_variables_for_host(self):	CODE
LOW	archive/api/newsblur.py	169	def mark_story_hashes_as_read(self, story_hashes):	CODE
LOW	utils/prometheus_worker_slots.py	46	def discard_corrupt_slot_files(prom_dir, slot):	CODE
LOW	utils/feed_fetcher.py	309	def openrss_corrected_address(self, address):	CODE
LOW	utils/feed_fetcher.py	1008	def https_probe_looks_like_a_feed(response):	CODE
LOW	utils/feed_fetcher.py	1364	def migrate_openrss_feed_address(self):	CODE
LOW	utils/feed_fetcher.py	1387	def migrate_https_feed_address(self):	CODE
LOW	utils/feed_fetcher.py	1837	def compare_feed_attribute_changes(self):	CODE
LOW	utils/feed_fetcher.py	1976	def reset_database_connections(self):	CODE
LOW	utils/feed_fetcher.py	2393	def fetch_and_process_archive_pages(self, feed_id):	CODE
LOW	utils/feed_fetcher.py	2583	def count_unreads_for_subscribers(self, feed, new_story_count=0, new_story_hashes=None):	CODE
LOW	utils/feed_fetcher.py	2690	def calculate_feed_scores_with_stories(self, user_subs, stories, stories_cutoff=None):	CODE
LOW	utils/feed_fetcher.py	2696	def classify_stories_for_subscribers(self, feed, stories, new_story_count, new_story_hashes=None):	CODE
LOW	utils/feed_fetcher.py	257	def fetch_url_with_scrapingbee(url):	STRING
LOW	utils/feed_functions.py	464	def strip_underscore_from_feed_address(feed_address):	CODE
LOW	utils/feed_functions.py	511	def rewrite_openrss_to_feed_address(url):	CODE
LOW	utils/feed_functions.py	548	def _openrss_path_segment_is_hostname(segment):	CODE
LOW	utils/rtl_css.py	681	def _mirror_gradient_direction(argument, name):	CODE
LOW	utils/fields.py	52	def contribute_to_related_class(self, cls, related):	CODE
LOW	utils/url_safety.py	147	def _requests_response_from_httpx(httpx_response):	CODE
LOW	utils/user_functions.py	123	def invalidate_template_cache(fragment_name, *variables):	CODE
LOW	utils/ai_functions.py	235	def classify_stories_with_vision(prompt_classifier, stories, model=ANTHROPIC_MODEL, user_id=None):	CODE
LOW	utils/reddit_fetcher.py	136	def normalized_listing_segments(self):	CODE
LOW	utils/reddit_fetcher.py	156	def should_fetch_original_rss(self):	CODE
LOW	utils/reddit_fetcher.py	190	def extract_listing_path_and_sort(self):	CODE
LOW	utils/youtube_fetcher.py	37	def strip_xml_control_characters(value):	CODE
LOW	utils/youtube_fetcher.py	193	def _thumbnail_url_from_snippet(self, payload):	CODE
LOW	utils/story_functions.py	46	def _normalize_image_url_for_dedup(url):	CODE
1878 more matches not shown…

Empty Error Handlers183 hits · 890 pts

Severity	File	Line	Snippet	Context
HIGH	utils/zgrep.py	146	except UnicodeDecodeError:	CODE
HIGH	utils/feed_fetcher.py	1323	except Exception:	CODE
HIGH	utils/feed_fetcher.py	1887	except ValueError:	CODE
HIGH	utils/url_safety.py	175	except ValueError:	CODE
HIGH	utils/feedfinder_pilgrim.py	310	except:	CODE
HIGH	utils/feedfinder_pilgrim.py	106	except:	CODE
HIGH	utils/feedfinder_pilgrim.py	243	except (AttributeError, UnicodeDecodeError):	CODE
HIGH	utils/user_functions.py	110	except User.DoesNotExist:	CODE
HIGH	utils/youtube_fetcher.py	283	except Exception:	CODE
HIGH	utils/story_functions.py	621	except UnicodeDecodeError:	CODE
HIGH	utils/story_functions.py	236	except (ValueError, TypeError, OverflowError):	CODE
HIGH	utils/story_functions.py	335	except UnicodeEncodeError:	CODE
HIGH	utils/ip_rate_tracker.py	333	except Exception:	CODE
HIGH	utils/ip_rate_tracker.py	745	except Exception:	CODE
HIGH	utils/webfeed_fetcher.py	154	except requests.RequestException:	CODE
HIGH	utils/webfeed_fetcher.py	200	except requests.RequestException:	CODE
HIGH	utils/llm_costs.py	362	except Exception:	CODE
HIGH	utils/llm_costs.py	270	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	115	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	190	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	247	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	292	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	313	except Exception:	CODE
HIGH	utils/backups/offsite_status.py	165	except (IOError, json.JSONDecodeError):	CODE
HIGH	flask_monitor/flask_settings.py	9	except ImportError:	CODE
HIGH	newsblur_web/settings.py	861	except ModuleNotFoundError:	CODE
HIGH	newsblur_web/settings.py	870	except ModuleNotFoundError:	CODE
HIGH	newsblur_web/settings.py	877	except ModuleNotFoundError:	CODE
HIGH	newsblur_web/settings.py	1301	except KeyError:	CODE
HIGH	newsblur_web/test_settings.py	39	except Exception:	CODE
HIGH	newsblur_mcp/newsblur_mcp/server.py	119	except Exception:	CODE
HIGH	newsblur_mcp/newsblur_mcp/tools/feeds.py	162	except Exception:	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/auth.py	153	except Exception:	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/auth.py	68	except (json.JSONDecodeError, OSError):	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/auth.py	80	except (json.JSONDecodeError, OSError):	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/auth.py	275	except (json.JSONDecodeError, OSError):	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/auth.py	293	except (json.JSONDecodeError, OSError):	CODE
HIGH	newsblur_mcp/newsblur_mcp/cli/output.py	331	except (ValueError, AttributeError):	CODE
HIGH	apps/reader/models.py	1427	except LockError:	CODE
HIGH	apps/reader/views.py	108	except:	CODE
HIGH	apps/reader/views.py	3539	except (json.JSONDecodeError, AttributeError):	CODE
HIGH	apps/reader/views.py	6237	except UserSubscriptionFolders.DoesNotExist:	CODE
HIGH	apps/reader/views.py	3244	except (urllib.error.URLError, socket.timeout, UnicodeEncodeError, http.client.InvalidURL):	CODE
HIGH	apps/reader/views.py	5142	except Feed.DoesNotExist:	CODE
HIGH	apps/reader/views.py	3537	except (ValueError, TypeError):	CODE
HIGH	apps/reader/views.py	5512	except MStarredStoryCounts.DoesNotExist:	CODE
HIGH	apps/reader/views.py	492	except User.DoesNotExist:	CODE
HIGH	apps/reader/views.py	3535	except Exception:	CODE
HIGH	apps/statistics/rtrending.py	374	except (ValueError, TypeError):	CODE
HIGH	apps/statistics/rtrending.py	400	except (ValueError, TypeError):	CODE
HIGH	apps/statistics/rtrending.py	437	except (ValueError, TypeError):	CODE
HIGH	apps/statistics/rscrapingbee.py	123	except Exception:	CODE
HIGH	apps/statistics/rscrapingbee.py	350	except ValueError:	CODE
HIGH	apps/statistics/rtrending_subscriptions.py	158	except (ValueError, TypeError):	CODE
HIGH	apps/statistics/rtrending_subscriptions.py	220	except (ValueError, TypeError):	CODE
HIGH	apps/rss_feeds/models.py	1111	except MStory.DoesNotExist:	CODE
HIGH	apps/rss_feeds/models.py	3247	except Exception:	CODE
HIGH	apps/rss_feeds/models.py	4357	except Exception:	CODE
HIGH	apps/rss_feeds/models.py	367	except MFeedIcon.DoesNotExist:	CODE
HIGH	apps/rss_feeds/models.py	1164	except (KeyError, UnsafeUrlError):	CODE
123 more matches not shown…

Decorative Section Separators239 hits · 753 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	archive/fabfile.py	140	# ================	COMMENT
MEDIUM⚡	archive/fabfile.py	142	# ================	COMMENT
MEDIUM⚡	archive/fabfile.py	1959	# ===============	COMMENT
MEDIUM⚡	archive/fabfile.py	1961	# ===============	COMMENT
MEDIUM	archive/fabfile.py	47	# ============	COMMENT
MEDIUM	archive/fabfile.py	49	# ============	COMMENT
MEDIUM	archive/fabfile.py	227	# =============	COMMENT
MEDIUM	archive/fabfile.py	229	# =============	COMMENT
MEDIUM	archive/fabfile.py	385	# ==================	COMMENT
MEDIUM	archive/fabfile.py	387	# ==================	COMMENT
MEDIUM	archive/fabfile.py	406	# ==================	COMMENT
MEDIUM	archive/fabfile.py	408	# ==================	COMMENT
MEDIUM	archive/fabfile.py	882	# ===============	COMMENT
MEDIUM	archive/fabfile.py	884	# ===============	COMMENT
MEDIUM	archive/fabfile.py	1283	# ==============	COMMENT
MEDIUM	archive/fabfile.py	1285	# ==============	COMMENT
MEDIUM	archive/fabfile.py	1789	# ================	COMMENT
MEDIUM	archive/fabfile.py	1791	# ================	COMMENT
MEDIUM	archive/fabfile.py	1850	# =========================	COMMENT
MEDIUM	archive/fabfile.py	1852	# =========================	COMMENT
MEDIUM	archive/fabfile.py	1994	# ==========	COMMENT
MEDIUM	archive/fabfile.py	1996	# ==========	COMMENT
MEDIUM	archive/fabfile.py	2211	# ===========	COMMENT
MEDIUM	archive/fabfile.py	2213	# ===========	COMMENT
MEDIUM	archive/fabfile.py	2259	# ===============	COMMENT
MEDIUM	archive/fabfile.py	2261	# ===============	COMMENT
MEDIUM	archive/fabfile.py	2281	# ==============	COMMENT
MEDIUM	archive/fabfile.py	2283	# ==============	COMMENT
MEDIUM	utils/check_health.sh	59	# =====================	COMMENT
MEDIUM	utils/check_health.sh	61	# =====================	COMMENT
MEDIUM	utils/check_health.sh	145	# =====================	COMMENT
MEDIUM	utils/check_health.sh	147	# =====================	COMMENT
MEDIUM	utils/check_health.sh	364	# =====================	COMMENT
MEDIUM	utils/check_health.sh	366	# =====================	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	4	# ===================	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	6	# ===================	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	16	# ===================	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	18	# ===================	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	86	# ===============	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	88	# ===============	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	96	# =============	COMMENT
MEDIUM⚡	newsblur_web/docker_local_settings.py	98	# =============	COMMENT
MEDIUM	newsblur_web/docker_local_settings.py	159	# ===========	COMMENT
MEDIUM	newsblur_web/docker_local_settings.py	161	# ===========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	416	# ==============	COMMENT
MEDIUM⚡	newsblur_web/settings.py	418	# ==============	COMMENT
MEDIUM⚡	newsblur_web/settings.py	427	# ===========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	429	# ===========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	434	# ===============	COMMENT
MEDIUM⚡	newsblur_web/settings.py	436	# ===============	COMMENT
MEDIUM⚡	newsblur_web/settings.py	781	# =================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	783	# =================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	789	# ====================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	791	# ====================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1163	# ==================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1165	# ==================	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1174	# ==========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1176	# ==========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1181	# ==========	COMMENT
MEDIUM⚡	newsblur_web/settings.py	1183	# ==========	COMMENT
179 more matches not shown…

Over-Commented Block398 hits · 364 pts

Severity	File	Line	Snippet	Context
LOW	ansible.cfg	21	# Retry establishing the SSH connection this many times before marking a host	COMMENT
LOW	clients/ios/Classes/OfflineCleanImages.h	1	//	COMMENT
LOW	clients/ios/Classes/HorizontalPageDelegate.swift	1	//	COMMENT
LOW	clients/ios/Classes/HorizontalPageDelegate.swift	21	//	COMMENT
LOW	clients/ios/Classes/HorizontalPageDelegate.swift	41	// let pageIndex = (currentViewController.pageIndex ?? -1) - 1	COMMENT
LOW	clients/ios/Classes/HorizontalPageDelegate.swift	61	//	COMMENT
LOW	clients/ios/Classes/SmallActivityCell.m	1	//	COMMENT
LOW	clients/ios/Classes/DividerView.swift	1	//	COMMENT
LOW	clients/ios/Classes/SiteCell.m	1	//	COMMENT
LOW	clients/ios/Classes/ActivitiesNavigationBar.m	1	//	COMMENT
LOW	clients/ios/Classes/ActivitiesNavigationBar.m	21	// subViewFrame.size.height = 64;	COMMENT
LOW	clients/ios/Classes/FeedDetailTableCell.m	1	//	COMMENT
LOW	clients/ios/Classes/FontSettingsViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/StoryPagesViewController.swift	1	//	COMMENT
LOW	clients/ios/Classes/MoveSiteViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/ThemeManager.m	1	//	COMMENT
LOW	clients/ios/Classes/SmallInteractionCell.m	1	//	COMMENT
LOW	clients/ios/Classes/InteractionCell.m	1	#import "NewsBlur-Swift.h"	COMMENT
LOW	clients/ios/Classes/FriendsListViewController.m	1	#import "NewsBlur-Swift.h"	COMMENT
LOW	clients/ios/Classes/AddSiteViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedTableCell.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedChooserViewController.m	1	#import "NewsBlur-Swift.h"	COMMENT
LOW	clients/ios/Classes/StoryDetailObjCViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/StoryPagesObjCViewController.h	1	//	COMMENT
LOW	clients/ios/Classes/SplitViewController.swift	401	// print("canPerformAction: \(action) with \(sender ?? "nil")")	COMMENT
LOW	clients/ios/Classes/LoginViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/DashList.swift	161	} else if folderId == "trending:good_reads" {	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	1	// NewsBlurAppDelegate.m	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	21	#import "FontSettingsViewController.h"	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	41	#import "FMDatabaseAdditions.h"	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	401	- (void)application:(UIApplication )application willEncodeRestorableStateWithCoder:(NSCoder )coder {	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	421	// NSInteger version = [coder decodeIntegerForKey:@"version"];	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	2441	storiesCollection.isSocialView = NO;	COMMENT
LOW	clients/ios/Classes/FirstTimeUserViewController.m	1	#import "NewsBlur-Swift.h"	COMMENT
LOW	clients/ios/Classes/ProfileBadge.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedDetailObjCViewController.h	1	//	COMMENT
LOW	clients/ios/Classes/AddSiteTableCell.m	1	//	COMMENT
LOW	clients/ios/Classes/ShareViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/ActivityCell.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedsObjCViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedsObjCViewController.m	21	#import "Utilities.h"	COMMENT
LOW	clients/ios/Classes/FeedsObjCViewController.m	1021	}];	COMMENT
LOW	clients/ios/Classes/FeedsObjCViewController.m	1521	[userPreferences synchronize];	COMMENT
LOW	clients/ios/Classes/FeedsObjCViewController.m	1541	// [settingsButton setImage:[[ThemeManager themeManager] themedImage:settingsImage] forState:UIControlStateNormal];	COMMENT
LOW	clients/ios/Classes/StoriesCollection.m	1	//	COMMENT
LOW	clients/ios/Classes/SmallInteractionCell.h	1	//	COMMENT
LOW	clients/ios/Classes/ThemeManager.h	1	//	COMMENT
LOW	clients/ios/Classes/NBCopyLinkActivity.h	1	//	COMMENT
LOW	clients/ios/Classes/ActivitiesNavigationBar.h	1	//	COMMENT
LOW	clients/ios/Classes/SiteCell.h	1	//	COMMENT
LOW	clients/ios/Classes/Storyboards.swift	1	//	COMMENT
LOW	clients/ios/Classes/ActivityModule.m	1	//	COMMENT
LOW	clients/ios/Classes/OfflineCleanImages.m	1	//	COMMENT
LOW	clients/ios/Classes/FontListViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/SmallActivityCell.h	1	//	COMMENT
LOW	…ts/ios/Classes/FirstTimeUserAddFriendsViewController.m	1	#import "NewsBlur-Swift.h"	COMMENT
LOW	clients/ios/Classes/UserTagsViewController.m	1	//	COMMENT
LOW	clients/ios/Classes/FeedTableCell.h	1	//	COMMENT
LOW	clients/ios/Classes/UnreadCountView.m	1	//	COMMENT
LOW	clients/ios/Classes/NewsBlurApplication.h	1	//	COMMENT
338 more matches not shown…

Excessive Try-Catch Wrapping286 hits · 302 pts

Severity	File	Line	Snippet	Context
MEDIUM	clients/ios/run_ios.py	543	print("Error: No simulator UDID specified.\n")	CODE
MEDIUM	clients/ios/Classes/AuxSceneDelegate.swift	31	print("Error activating scene: \(error)")	CODE
MEDIUM	clients/ios/Classes/AuxSceneDelegate.swift	35	print("Error activating scene: \(error)")	CODE
MEDIUM	clients/ios/scripts/convert_icons_to_pdf.py	23	print("Error: cairosvg is required. Install with: pip install cairosvg")	CODE
LOW	clients/ios/scripts/convert_icons_to_pdf.py	47	except Exception as e:	CODE
MEDIUM	clients/android/run_android.py	898	print(f"Error: {exc}", file=sys.stderr)	CODE
MEDIUM	…NewsBlur Archive/NewsBlur Archive/ViewController.swift	62	print("Error opening Safari preferences: \(error)")	STRING
LOW	clients/store/google_play.py	320	except Exception:	CODE
LOW	archive/fabfile.py	2190	except Exception as e:	CODE
LOW	archive/munin/munin/__init__.py	57	except Exception as exc:	CODE
LOW	config/gunicorn_conf.py	64	except Exception as e:	CODE
LOW	.agents/skills/investigate-forum/screenshot.py	164	except Exception:	CODE
LOW	utils/analytics_degradation.py	90	except Exception as e:	CODE
LOW	utils/prometheus_worker_slots.py	68	except Exception as e:	CODE
LOW	utils/json_functions.py	156	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	283	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	873	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	1000	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	1126	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	1215	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	1323	except Exception:	CODE
LOW	utils/feed_fetcher.py	1862	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	2154	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	2223	except Exception as e:	CODE
LOW	utils/feed_fetcher.py	2259	except Exception as e:	CODE
LOW	utils/ai_functions.py	178	except Exception as e:	CODE
LOW	utils/ai_functions.py	230	except Exception as e:	CODE
LOW	utils/ai_functions.py	430	except Exception as e:	CODE
LOW	utils/reddit_fetcher.py	515	except Exception:	CODE
LOW	utils/youtube_fetcher.py	230	except Exception:	CODE
LOW	utils/youtube_fetcher.py	244	except Exception:	CODE
LOW	utils/youtube_fetcher.py	283	except Exception:	CODE
LOW	utils/tornado_escape.py	38	except Exception:	CODE
LOW	utils/story_functions.py	52	except Exception:	CODE
LOW	utils/story_functions.py	111	except Exception:	CODE
LOW	utils/story_functions.py	282	except Exception:	CODE
LOW	utils/ip_rate_tracker.py	333	except Exception:	CODE
LOW	utils/ip_rate_tracker.py	658	except Exception:	CODE
LOW	utils/ip_rate_tracker.py	745	except Exception:	CODE
LOW⚡	utils/prometheus_middleware.py	21	except Exception as e:	CODE
LOW	utils/prometheus_middleware.py	43	except Exception as retry_error:	CODE
LOW	utils/prometheus_middleware.py	56	except Exception as e:	CODE
MEDIUM	utils/prometheus_middleware.py	33	def __call__(self, request):	CODE
LOW	utils/feedfinder_forman.py	45	except Exception as e:	CODE
MEDIUM	utils/feedfinder_forman.py	40	def get_feed(self, url, skip_user_agent=False):	CODE
LOW⚡	utils/webfeed_fetcher.py	220	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	227	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	237	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	247	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	255	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	269	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	279	except Exception:	CODE
LOW⚡	utils/webfeed_fetcher.py	289	except Exception:	CODE
LOW	utils/llm_costs.py	270	except Exception:	CODE
LOW	utils/llm_costs.py	285	except Exception as e:	CODE
LOW	utils/llm_costs.py	316	except Exception as e:	CODE
LOW	utils/llm_costs.py	350	except Exception as e:	CODE
LOW	utils/llm_costs.py	362	except Exception:	CODE
LOW	utils/monitor_task_fetches.py	32	except Exception as e:	CODE
LOW	utils/monitor_work_queue.py	30	except Exception as e:	CODE
226 more matches not shown…

Deep Nesting375 hits · 298 pts

Severity	File	Line	Context
LOW	clients/ios/run_ios.py	440	CODE
LOW	clients/android/run_android.py	623	CODE
LOW	clients/store/google_play_assets.py	46	CODE
LOW	clients/store/test_google_play_assets.py	132	CODE
LOW	archive/jammit.py	34	CODE
LOW	archive/fabfile.py	322	CODE
LOW	archive/fabfile.py	577	CODE
LOW	archive/fabfile.py	594	CODE
LOW	archive/fabfile.py	1115	CODE
LOW	archive/fabfile.py	1196	CODE
LOW	archive/fabfile.py	2053	CODE
LOW	archive/fabfile.py	2375	CODE
LOW	archive/munin/munin/cassandra.py	26	CODE
LOW	archive/munin/munin/cassandra.py	52	CODE
LOW	archive/munin/munin/__init__.py	27	CODE
LOW	archive/munin/munin/__init__.py	47	CODE
LOW	archive/munin/munin/mysql.py	13	CODE
LOW	archive/ansible/do_inventory.py	162	CODE
LOW	archive/ansible/do_inventory.py	227	CODE
LOW	utils/zgrep.py	117	CODE
LOW	utils/json_fetcher.py	86	CODE
LOW	utils/json_functions.py	43	CODE
LOW	utils/json_functions.py	50	CODE
LOW	utils/feed_fetcher.py	330	CODE
LOW	utils/feed_fetcher.py	1431	CODE
LOW	utils/feed_fetcher.py	1643	CODE
LOW	utils/feed_fetcher.py	1717	CODE
LOW	utils/feed_fetcher.py	1998	CODE
LOW	utils/feed_fetcher.py	2393	CODE
LOW	utils/rtail.py	17	CODE
LOW	utils/feed_functions.py	174	CODE
LOW	utils/feed_functions.py	196	CODE
LOW	utils/feed_functions.py	330	CODE
LOW	utils/rtl_css.py	173	CODE
LOW	utils/rtl_css.py	423	CODE
LOW	utils/rtl_css.py	454	CODE
LOW	utils/rtl_css.py	571	CODE
LOW	utils/rtl_css.py	694	CODE
LOW	utils/rtl_css.py	713	CODE
LOW	utils/url_safety.py	102	CODE
LOW	utils/log.py	29	CODE
LOW	utils/redis_raw_log_middleware.py	95	CODE
LOW	utils/redis_raw_log_middleware.py	118	CODE
LOW	utils/feedfinder_pilgrim.py	407	CODE
LOW	utils/tlnb.py	34	CODE
LOW	utils/tlnb.py	110	CODE
LOW	utils/tlnb.py	160	CODE
LOW	utils/user_functions.py	135	CODE
LOW	utils/ai_functions.py	50	CODE
LOW	utils/ai_functions.py	183	CODE
LOW	utils/ai_functions.py	235	CODE
LOW	utils/reddit_fetcher.py	206	CODE
LOW	utils/youtube_fetcher.py	174	CODE
LOW	utils/youtube_fetcher.py	287	CODE
LOW	utils/youtube_fetcher.py	513	CODE
LOW	utils/tornado_escape.py	212	CODE
LOW	utils/story_functions.py	163	CODE
LOW	utils/story_functions.py	291	CODE
LOW	utils/image_functions.py	52	CODE
LOW	utils/ip_rate_tracker.py	698	CODE
315 more matches not shown…

Unused Imports259 hits · 239 pts

Severity	File	Line	Context
LOW	clients/ios/scripts/convert_icons_to_pdf.py	16	CODE
LOW	clients/android/run_android.py	56	CODE
LOW	archive/munin/munin/cassandra.py	4	CODE
LOW	archive/munin/munin/riak.py	9	CODE
LOW	archive/munin/munin/ddwrt.py	4	CODE
LOW	archive/ansible/do_inventory.py	124	CODE
LOW	archive/ansible/do_inventory.py	124	CODE
LOW	archive/ansible/do_inventory.py	124	CODE
LOW	archive/perf/locust.py	1	CODE
LOW	archive/perf/locust.py	2	CODE
LOW	archive/perf/locust.py	4	CODE
LOW	.agents/skills/investigate-forum/screenshot.py	35	CODE
LOW	utils/zgrep.py	6	CODE
LOW	utils/zgrep.py	11	CODE
LOW	utils/feed_fetcher.py	66	CODE
LOW	utils/feed_fetcher.py	68	CODE
LOW	utils/feed_fetcher.py	70	CODE
LOW	utils/feed_fetcher.py	88	CODE
LOW	utils/feed_functions.py	9	CODE
LOW	utils/redis_raw_log_middleware.py	1	CODE
LOW	utils/redis_raw_log_middleware.py	5	CODE
LOW	utils/tlnb.py	6	CODE
LOW	utils/ai_functions.py	10	CODE
LOW	utils/ai_functions.py	11	CODE
LOW	utils/youtube_fetcher.py	15	CODE
LOW	utils/youtube_fetcher.py	16	CODE
LOW	utils/story_functions.py	14	CODE
LOW	utils/hostname_ssh.py	7	CODE
LOW	utils/mongo_raw_log_middleware.py	5	CODE
LOW	utils/mongo_raw_log_middleware.py	6	CODE
LOW	utils/mongo_raw_log_middleware.py	8	CODE
LOW	utils/mongo_raw_log_middleware.py	13	CODE
LOW	utils/webfeed_fetcher.py	10	CODE
LOW	utils/exception_middleware.py	7	CODE
LOW	utils/exception_middleware.py	10	CODE
LOW	utils/monitor_work_queue.py	9	CODE
LOW	utils/S3.py	15	CODE
LOW	utils/S3.py	16	CODE
LOW	utils/templatetags/utils_tags.py	4	CODE
LOW	utils/templatetags/utils_tags.py	13	CODE
LOW	utils/templatetags/utils_tags.py	15	CODE
LOW	utils/templatetags/utils_tags.py	15	CODE
LOW	utils/archive/memcached_status.py	2	CODE
LOW	ansible/utils/generate_hetzner_inventory.py	3	CODE
LOW	ansible/utils/generate_hetzner_inventory.py	4	CODE
LOW	ansible/utils/generate_hetzner_inventory.py	5	CODE
LOW	ansible/utils/generate_hetzner_inventory.py	6	CODE
LOW	ansible/utils/generate_hetzner_inventory.py	12	CODE
LOW	flask_monitor/flask_settings.py	8	CODE
LOW	flask_monitor/db_monitor.py	1	CODE
LOW	newsblur_web/__init__.py	1	CODE
LOW	newsblur_web/__init__.py	1	CODE
LOW	newsblur_web/__init__.py	5	CODE
LOW	newsblur_web/settings.py	857	CODE
LOW	newsblur_web/settings.py	860	CODE
LOW	newsblur_web/settings.py	866	CODE
LOW	newsblur_web/settings.py	873	CODE
LOW	newsblur_web/celeryapp.py	1	CODE
LOW	newsblur_web/celeryapp.py	1	CODE
LOW	newsblur_web/test_settings.py	4	CODE
199 more matches not shown…

Redundant / Tautological Comments67 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	worktree-dev.sh	93	# Check if setup has been run	COMMENT
LOW	worktree-dev.sh	177	# Check if we can copy from parent repo (handle both regular repo and worktree)	COMMENT
LOW	worktree-dev.sh	206	# Check if shared services are already running (using original container names)	COMMENT
LOW	worktree-dev.sh	396	# Check if this worktree already has chrome-devtools configured with --isolated	COMMENT
LOW	worktree-dev.sh	413	# Check if shared services are already running	COMMENT
LOW	worktree-dev.sh	522	# Check if any container is in Exited state (potential broken network)	COMMENT
LOW	clients/ios/scripts/fix_alpha_target.rb	32	# Check if already added to Alpha target	COMMENT
LOW	clients/ios/scripts/add_files_to_xcode.rb	36	# Check if files already exist in project	COMMENT
LOW	clients/ios/scripts/add_files_to_xcode.rb	65	# Check if Icons group/reference already exists	COMMENT
LOW	clients/safari-extension/build.sh	20	# Check if browser extension exists	COMMENT
LOW	archive/netdata_docker/vars/main.yml	10	# Set whether to run the Agent web server/dashboard/API, or disable them.	COMMENT
LOW	utils/test_haproxy_toggle.sh	119	# Display results	COMMENT
LOW⚡	utils/feed_fetcher.py	147	# Check if any of the indicators are present	COMMENT
LOW	utils/feed_fetcher.py	1484	# Check if caller requested a specific max_stories limit (e.g. bootstrap_popular_feeds)	COMMENT
LOW	utils/feed_fetcher.py	1489	# Check if this is a high-volume feed that can handle more stories	COMMENT
LOW	utils/retry_unlinked_loop.sh	33	# Check if there are no more unlinked feeds	COMMENT
LOW	utils/story_functions.py	417	# Check if wrapper has height:0 and padding-bottom (responsive embed pattern)	COMMENT
LOW	utils/feedfinder_forman.py	112	# Check if it is already a feed.	COMMENT
LOW	utils/search_openrss_24h.py	63	# Check if within last 24 hours	COMMENT
LOW	utils/bootstrap_loop.sh	65	# Check if we've processed all entries	COMMENT
LOW	utils/load_test_deploy.sh	113	# Display results	COMMENT
LOW	utils/view_functions.py	80	# Check if in_progress cleared but no result (request failed)	COMMENT
LOW	utils/view_functions.py	173	# Check if parameter is included	COMMENT
LOW	utils/view_functions.py	179	# Check if parameter is correct type	COMMENT
LOW	utils/ssh_hz.sh	33	# Check if an alias is provided	COMMENT
LOW	utils/ssh_hz.sh	57	# Check if a host was found	COMMENT
LOW	ansible/roles/consul/tasks/get_consul_manager_ip.py	34	# Check if the group exists	COMMENT
LOW	newsblur_web/docker_local_settings.py	66	# Set this to the username that is shown on the homepage to unauthenticated users.	COMMENT
LOW	newsblur_web/settings.py	906	# Set traces_sample_rate to 1.0 to capture 100%	COMMENT
LOW	newsblur_mcp/newsblur_mcp/cli/auth.py	338	# Check if expired	COMMENT
LOW	flask_metrics/flask_metrics_postgres.py	51	# Check if this is a primary by looking for connected replicas	COMMENT
LOW	flask_metrics/flask_metrics_postgres.py	182	# Check if we're in recovery (i.e., a replica)	COMMENT
LOW	apps/reader/models.py	1891	# Check if user is archive and story is outside unread cutoff	COMMENT
LOW	apps/reader/models.py	3758	# Check if user already has a custom icon for the original feed	COMMENT
LOW	apps/reader/views.py	1417	# Check if user wants YouTube captions enabled	COMMENT
LOW	apps/reader/views.py	2960	# Check if user wants YouTube captions enabled	COMMENT
LOW	apps/reader/views.py	3211	# Check if path can be encoded as ASCII	COMMENT
LOW	apps/reader/views.py	3992	# Check if Twitter API is active for user	COMMENT
LOW	apps/reader/views.py	6136	# Check if user is archive tier (required for this feature)	COMMENT
LOW	apps/reader/views.py	6201	# Check if user is archive tier (required for this feature)	COMMENT
LOW	apps/rss_feeds/models.py	5563	# Check if new_tag (case-insensitive) is already present	COMMENT
LOW	apps/rss_feeds/text_importer.py	298	# Check if we should try UTF-8 first.	COMMENT
LOW	apps/rss_feeds/page_importer.py	130	# Check if the HTML declares UTF-8 charset and use that instead.	COMMENT
LOW	apps/rss_feeds/page_importer.py	288	# Check if the HTML declares UTF-8 charset and use that instead.	COMMENT
LOW	apps/rss_feeds/test_rss_feeds.py	383	# Check if we're getting the right format	COMMENT
LOW	apps/discover/views.py	1501	# Check if a Feed with this address already exists	COMMENT
LOW⚡	…/management/commands/index_popular_feeds_for_search.py	114	# Check if already indexed (unless reindexing)	COMMENT
LOW	apps/oauth/views.py	939	# Check if this is a browser extension redirect	COMMENT
LOW	apps/newsletters/views.py	149	# Check if it looks like ImprovMX format	COMMENT
LOW	apps/ask_ai/views.py	181	# Read the file content from Django's InMemoryUploadedFile	COMMENT
LOW	apps/webfeed/views.py	148	# Check if feed already exists	COMMENT
LOW	apps/clustering/models.py	791	# Check if any member already belongs to an existing cluster	COMMENT
LOW	apps/search/models.py	814	# Check if index exists	COMMENT
LOW	apps/search/models.py	940	# Check if already indexed to avoid expensive vector generation	COMMENT
LOW	apps/search/models.py	1158	# Check if index exists	COMMENT
LOW	apps/search/models.py	1699	# Check if index exists	COMMENT
LOW	apps/profile/models.py	2586	# Check if there's already an active subscription. The AI classifier usage billing sub	COMMENT
LOW	apps/profile/middleware.py	892	# Check if rate limit would be exceeded	COMMENT
LOW	…ps/profile/management/commands/generate_dev_session.py	28	# Check if we're in development	COMMENT
LOW	…ps/profile/management/commands/generate_dev_session.py	35	# Check if session file exists and is not being forced to regenerate	COMMENT
7 more matches not shown…

Structural Annotation Overuse57 hits · 98 pts

Severity	File	Line	Snippet	Context
LOW	clients/ios/CLAUDE.md	174	# Step 1: Find available simulators and their UDIDs	COMMENT
LOW	clients/ios/CLAUDE.md	177	# Step 2: Use --udid with any action	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	6047	// Step 1: Remove classifier at old scope	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	6060	// Step 2: Add classifier at new scope after remove succeeds	COMMENT
LOW	…ients/ios/Other Sources/OnePasswordExtension/README.md	37	### Step 1: Download the Source Code and Sample Apps	COMMENT
LOW	…ients/ios/Other Sources/OnePasswordExtension/README.md	47	### Step 2: Install the Latest versions of 1Password & Xcode	COMMENT
LOW	…ients/ios/Other Sources/OnePasswordExtension/README.md	60	### Step 3: Run the Apps	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	52	## Step 0: Preflight	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	65	## Step 1: Fetch the queue	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	79	## Step 2: Investigate one topic	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	143	## Step 3: Fix PR flow (tier 1, or tier 2 after Sam approves the fix)	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	217	## Step 4: Reply-only flow	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	221	## Step 5: Tier 2 flow	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	236	## Step 6: Draft the forum reply	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	261	## Step 7: Record state	COMMENT
LOW	.agents/skills/investigate-forum/SKILL.md	299	## Step 8: Report	COMMENT
LOW	.claude/commands/commit-all.md	19	### Step 1: Analyze and group changes	COMMENT
LOW	.claude/commands/commit-all.md	30	### Step 2: Commit each group	COMMENT
LOW	.claude/commands/commit-all.md	42	### Step 3: Confirm	COMMENT
LOW⚡	.claude/commands/commit.md	19	### Step 1: Determine which files to stage	COMMENT
LOW⚡	.claude/commands/commit.md	29	### Step 2: Stage the relevant files	COMMENT
LOW⚡	.claude/commands/commit.md	35	### Step 3: Verify staged changes	COMMENT
LOW⚡	.claude/commands/commit.md	39	### Step 4: Commit	COMMENT
LOW	.claude/commands/commit.md	57	### Step 5: Confirm	COMMENT
LOW⚡	.claude/commands/commit-push.md	10	### Step 1: Commit	COMMENT
LOW⚡	.claude/commands/commit-push.md	14	### Step 2: Push	COMMENT
LOW⚡	.claude/commands/commit-push.md	24	### Step 3: Confirm	COMMENT
LOW	.claude/commands/feature.md	23	### Step 1: Find the matching blog post	COMMENT
LOW⚡	.claude/commands/feature.md	34	### Step 2: Study existing feature style	COMMENT
LOW⚡	.claude/commands/feature.md	43	### Step 3: Write 4-5 feature options	COMMENT
LOW⚡	.claude/commands/feature.md	52	### Step 4: Ask the user to choose a feature	COMMENT
LOW⚡	.claude/commands/feature.md	56	### Step 5: Post to production	COMMENT
LOW	.claude/commands/feature.md	75	### Step 6: Confirm feature	COMMENT
LOW	.claude/commands/feature.md	79	### Step 7: Write tweet sets	COMMENT
LOW⚡	.claude/skills/find-skills/SKILL.md	36	### Step 1: Understand What They Need	COMMENT
LOW⚡	.claude/skills/find-skills/SKILL.md	44	### Step 2: Check the Leaderboard First	COMMENT
LOW⚡	.claude/skills/find-skills/SKILL.md	52	### Step 3: Search for Skills	COMMENT
LOW	.claude/skills/find-skills/SKILL.md	66	### Step 4: Verify Quality Before Recommending	COMMENT
LOW	.claude/skills/find-skills/SKILL.md	74	### Step 5: Present Options to the User	COMMENT
LOW	.claude/skills/find-skills/SKILL.md	96	### Step 6: Offer to Install	COMMENT
LOW⚡	utils/feed_fetcher.py	152	# Step 1: HTML Unescaping - convert HTML entities to their literal characters	COMMENT
LOW⚡	utils/feed_fetcher.py	156	# Step 2: Encoding Reinterpretation	COMMENT
LOW⚡	apps/rss_feeds/models.py	4844	# Step 1: Fetch the Google News article page to get signature and timestamp.	COMMENT
LOW⚡	apps/rss_feeds/models.py	4866	# Step 2: Call batchexecute API to decode the URL	COMMENT
LOW	…s/discover/management/commands/discover_newsletters.py	1361	# Step 1: Always fetch sitemap to get publication slugs (fast, idempotent)	COMMENT
LOW	…s/discover/management/commands/discover_newsletters.py	1395	# Step 2: Fetch each publication page for metadata	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	149	# Step 1: Load fixture and identify gaps	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	206	# Step 3: Categorize discovered feeds with Claude	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	217	# Step 4: Merge into fixture	COMMENT
LOW⚡	apps/webfeed/tasks.py	567	# Step 4: Variants already carry preview stories and are ranked best-first.	COMMENT
LOW	apps/webfeed/tasks.py	420	# Step 1: Fetch page HTML	COMMENT
LOW	apps/webfeed/tasks.py	446	# Step 2: Call the configured LLM for XPath analysis. The model is non-deterministic	COMMENT
LOW	apps/webfeed/tasks.py	513	# Step 3: First analysis pass, plus a single retry when nothing matched.	COMMENT
LOW⚡	apps/profile/models.py	1850	# Step 1: Get the order to retrieve purchaseToken	COMMENT
LOW⚡	apps/profile/models.py	1869	# Step 2: Store GooglePlayIds for RTDN mapping	COMMENT
LOW⚡	apps/profile/models.py	1897	# Step 4: Determine renewals from latestOrderId	COMMENT
LOW	apps/profile/models.py	1882	# Step 3: Get full subscription state via purchaseToken	COMMENT

Cross-Language Confusion16 hits · 88 pts

Severity	File	Line	Snippet	Context
HIGH⚡	archive/fabfile.py	1950	run("mkdir -p ~%s/.ssh && chmod 700 ~%s/.ssh" % (repo_user, repo_user))	CODE
HIGH	archive/fabfile.py	498	run("mkdir -p ~/.ssh && chmod 700 ~/.ssh")	CODE
HIGH	archive/fabfile.py	567	run("./configure && make && sudo make install")	CODE
HIGH	archive/fabfile.py	570	run("./configure && make && sudo make install")	CODE
HIGH	.agents/skills/investigate-forum/screenshot.py	163	page.wait_for_function("window.NEWSBLUR && window.NEWSBLUR.reader", timeout=30000)	CODE
HIGH	utils/management_functions.py	26	os.dup2(null, i)	CODE
HIGH	utils/management_functions.py	30	os.close(null)	CODE
HIGH⚡	apps/rss_feeds/models.py	4869	'["garturlreq",[["X","X",["X","X"],null,null,1,1,"US:en"'	CODE
HIGH⚡	apps/rss_feeds/models.py	4870	',null,1,null,null,null,null,null,0,1],"X","X",1,[1,1,1]'	CODE
HIGH⚡	apps/rss_feeds/models.py	4871	f',1,1,null,0,0,null,0],"{base64_str}",{timestamp}'	CODE
HIGH	apps/rss_feeds/management/commands/calculate_scores.py	79	os.dup2(null, i)	CODE
HIGH	apps/rss_feeds/management/commands/calculate_scores.py	83	os.close(null)	CODE
HIGH	apps/oauth/views.py	1175	body: formData.toString()	CODE
HIGH	apps/notifications/models.py	485	apns.push(notification=notification, device_token=token)	CODE
HIGH	apps/archive_extension/views.py	96	matched_story_hash: str or null,	STRING
HIGH	localization/manage.py	357	"nplurals=6; plural=(n==0 ? 0 : n==1 ? 1 : n==2 ? 2 : n%100>=3 && n%100<=10 ? 3 : "	CODE

Cross-File Repetition14 hits · 70 pts

Severity	File	Snippet	Context
HIGH	apps/discover/management/commands/discover_podcasts.py	use claude to categorize feeds that don't have categories.	STRING
HIGH	…s/discover/management/commands/discover_newsletters.py	use claude to categorize feeds that don't have categories.	STRING
HIGH	…ps/discover/management/commands/discover_subreddits.py	use claude to categorize feeds that don't have categories.	STRING
HIGH	…ps/discover/management/commands/discover_real_feeds.py	make a get request to feedly, optionally through scrapingbee proxy.	STRING
HIGH	…s/discover/management/commands/discover_newsletters.py	make a get request to feedly, optionally through scrapingbee proxy.	STRING
HIGH	…r/management/commands/backfill_underpopulated_feeds.py	make a get request to feedly, optionally through scrapingbee proxy.	STRING
HIGH	apps/recommendations/tests.py	this file demonstrates two different styles of tests (one doctest and one unittest). these will both pass when you run "	STRING
HIGH	apps/mobile/tests.py	this file demonstrates two different styles of tests (one doctest and one unittest). these will both pass when you run "	STRING
HIGH	apps/static/tests.py	this file demonstrates two different styles of tests (one doctest and one unittest). these will both pass when you run "	STRING
HIGH	apps/api/tests.py	this file demonstrates two different styles of tests (one doctest and one unittest). these will both pass when you run "	STRING
HIGH	apps/recommendations/tests.py	another way to test that 1 + 1 is equal to 2. >>> 1 + 1 == 2 true	STRING
HIGH	apps/mobile/tests.py	another way to test that 1 + 1 is equal to 2. >>> 1 + 1 == 2 true	STRING
HIGH	apps/static/tests.py	another way to test that 1 + 1 is equal to 2. >>> 1 + 1 == 2 true	STRING
HIGH	apps/api/tests.py	another way to test that 1 + 1 is equal to 2. >>> 1 + 1 == 2 true	STRING

Fake / Example Data52 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	clients/ios/Widget Extension/WidgetStory.swift	85	content = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur nec ornare dolor. Vivamus porta mi	CODE
LOW	clients/ios/Widget Extension/WidgetStory.swift	85	content = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur nec ornare dolor. Vivamus porta mi	CODE
LOW	…er Sources/OnePasswordExtension/OnePasswordExtension.m	596	'label-tag',m(a));e(c,'label-data',g(a,'data-label'));e(c,'label-aria',g(a,'aria-label'));e(c,'label-top',n(a));b=[];for	CODE
LOW	…roid/NewsBlur/app/src/test/resources/shortContent.json	242	"about": "Minim tempor commodo tempor enim duis voluptate pariatur consequat sit. Eiusmod eiusmod reprehenderit ipsu	CODE
LOW	node/tests/classifier_add_utils.test.js	61	value: 'Jane Doe',	CODE
LOW	node/tests/classifier_add_utils.test.js	71	like_author: 'Jane Doe'	CODE
LOW	node/tests/classifier_add_utils.test.js	150	const from_model = { feed_id: 42, type: 'author', value: 'Jane Doe', scope: 'feed', folder_name: '' };	CODE
LOW	node/tests/classifier_add_utils.test.js	151	const from_dom = { feed_id: '42', type: 'author', value: 'Jane Doe', scope: undefined, folder_name: undefined };	CODE
LOW	apps/reader/forms.py	26	attrs={"tabindex": 1, "class": "NB-input", "placeholder": _("Username or email")}	CODE
LOW	apps/reader/forms.py	32	widget=forms.PasswordInput(attrs={"tabindex": 2, "class": "NB-input", "placeholder": _("Password")}),	CODE
LOW⚡	apps/reader/forms.py	100	widget=forms.TextInput(attrs={"class": "NB-input", "placeholder": _("Username")}),	CODE
LOW⚡	apps/reader/forms.py	109	attrs={"maxlength": 75, "class": "NB-input", "placeholder": _("Email address")}	CODE
LOW⚡	apps/reader/forms.py	117	attrs={"class": "NB-input", "placeholder": _("Password (optional)")},	CODE
LOW	apps/reader/tests.py	62	self.user = User.objects.create_user(username="testuser", password="testpass", email="test@test.com")	CODE
LOW⚡	apps/analyzer/tests.py	91	author="John Doe",	CODE
LOW⚡	apps/analyzer/tests.py	95	self.assertEqual(classifier.author, "John Doe")	CODE
LOW⚡	apps/analyzer/tests.py	372	author="John Doe",	CODE
LOW⚡	apps/analyzer/tests.py	377	story = {"story_feed_id": self.feed.pk, "story_authors": "John Doe"}	CODE
LOW⚡	apps/analyzer/tests.py	1733	author="John Doe",	CODE
LOW	apps/analyzer/tests.py	44	self.user = User.objects.create_user(username="testuser", password="testpass", email="test@test.com")	CODE
LOW	apps/analyzer/tests.py	1702	"story_authors": "John Doe",	CODE
LOW	apps/analyzer/tests.py	1768	author="John Doe",	CODE
LOW	apps/archive_extension/tests.py	61	email="test@test.com",	CODE
LOW	media/js/mobile/jquery.mobile-1.0b1.js	4090	if( !this.getAttribute('value') \|\| text.length == 0 \|\| $this.jqmData('placeholder') ){	CODE
LOW	media/js/newsblur/reader/reader_add_feed.js	507	this.$('.NB-add-folder-input').attr('placeholder', interpolate(gettext("New folder under %(folder)s..."), {folde	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3508	$input.attr('placeholder', interpolate(gettext('e.g., %(first)s or %(second)s'), {first: '\\bcat\\b'	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3510	$input.attr('placeholder', interpolate(gettext('e.g., %(first)s or %(second)s'), {first: '\\bbreakin	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3512	$input.attr('placeholder', interpolate(gettext('e.g., %(first)s or %(second)s'), {first: '/news/\\d+	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3514	$input.attr('placeholder', interpolate(gettext('e.g., %(first)s or %(second)s'), {first: '^Sam', sec	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3537	$input.attr('placeholder', gettext('Enter text to match...'));	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3539	$input.attr('placeholder', gettext('Enter URL pattern to match...'));	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3541	$input.attr('placeholder', gettext('Enter author pattern...'));	CODE
LOW⚡	media/js/newsblur/reader/reader_classifier.js	3543	$input.attr('placeholder', '');	CODE
LOW⚡	media/js/newsblur/views/story_ask_ai_view.js	691	$input.attr('placeholder', gettext('Recording...'));	CODE
LOW⚡	media/js/newsblur/views/story_ask_ai_view.js	701	$input.attr('placeholder', gettext('Transcribing...'));	CODE
LOW⚡	media/js/newsblur/views/story_ask_ai_view.js	709	$input.attr('placeholder', gettext('Follow up...'));	CODE
LOW	media/js/newsblur/views/story_ask_ai_view.js	726	$input.attr('placeholder', gettext('Follow up...'));	CODE
LOW	media/js/newsblur/views/story_ask_ai_view.js	747	$input.attr('placeholder', gettext('Quota exceeded'));	CODE
LOW	media/js/newsblur/views/story_ask_ai_view.js	750	$input.attr('placeholder', gettext('Follow up...'));	CODE
LOW⚡	media/js/newsblur/views/story_detail_view.js	2593	$input.attr('placeholder', gettext('Recording...'));	CODE
LOW⚡	media/js/newsblur/views/story_detail_view.js	2599	$input.attr('placeholder', gettext('Transcribing...'));	CODE
LOW⚡	media/js/newsblur/views/story_detail_view.js	2608	$input.attr('placeholder', gettext('Ask a question...'));	CODE
LOW	media/js/newsblur/views/story_detail_view.js	2629	$input.attr('placeholder', gettext('Quota exceeded'));	CODE
LOW	media/js/newsblur/views/story_detail_view.js	2636	$input.attr('placeholder', error \|\| gettext('Error - please try again'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1750	$input.attr('placeholder', gettext('Recording...'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1757	$input.attr('placeholder', gettext('Transcribing...'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1764	$input.attr('placeholder', gettext('Ask about your browsing history...'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1773	$input.attr('placeholder', gettext('Ask about your browsing history...'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1794	$input.attr('placeholder', gettext('Ask about your browsing history...'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1799	$input.attr('placeholder', gettext('Enable microphone in browser settings to use voice input'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1803	$input.attr('placeholder', error \|\| gettext('Voice recording failed. Please try again.'));	CODE
LOW⚡	media/js/newsblur/views/archive_view.js	1806	$input.attr('placeholder', gettext('Ask about your browsing history...'));	CODE

Self-Referential Comments17 hits · 48 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/postgres/entrypoint.sh	4	# Create a user with the specified UID/GID	COMMENT
MEDIUM	utils/ai_functions.py	87	# Define the tool for classification	COMMENT
MEDIUM	utils/ratelimit.py	18	# This class is designed to be sub-classed	COMMENT
MEDIUM	blog/_plugins/paginated_feed.rb	28	# Create the feed page	COMMENT
MEDIUM	apps/reader/test_reader.py	456	# Create a folder-scoped classifier for "YouTube (no shorts)" (top-level path)	COMMENT
MEDIUM	apps/reader/test_reader.py	543	# Create a folder-scoped classifier with the full nested path	COMMENT
MEDIUM	apps/reader/tests.py	149	# Create a story with the new tag already	COMMENT
MEDIUM	apps/monitor/views/newsblur_llm_costs.py	35	# Define the dimensions we track (use centralized lists from RLLMCosts)	COMMENT
MEDIUM	apps/discover/views.py	1511	# Create a bare Feed record directly — no feed discovery, no HTTP requests	COMMENT
MEDIUM	apps/newsletters/models.py	104	# Create a new feed if it doesn't exist by stable newsletter identity.	COMMENT
MEDIUM	apps/search/models.py	206	# Create the finish callbacks	COMMENT
MEDIUM	apps/push/test_push.py	3	# This file is part of djpubsubhubbub.	COMMENT
MEDIUM	apps/push/test_push.py	372	# Create a feed first since PushSubscription requires it	STRING
MEDIUM	apps/profile/models.py	498	# Create the archived record	COMMENT
MEDIUM	apps/profile/views.py	756	# Create the instance.	COMMENT
MEDIUM	…ps/profile/management/commands/generate_dev_session.py	56	# Create a new session	COMMENT
MEDIUM	apps/analyzer/tests.py	1526	# Create a UserSubscriptionFolders entry so the endpoint can organize by folder	COMMENT

Synthetic Comment Markers6 hits · 42 pts

Severity	File	Line	Snippet	Context
HIGH	clients/ios/MarketingCooking/README.md	5	The five food photographs are real photography, downloaded from the source images and visually inspected. `photo-sources	CODE
HIGH	node/ask_ai.js	1	// Ask AI streaming handler -- relays AI-generated story summaries and Q&A	COMMENT
HIGH	node/briefing.js	1	// Briefing streaming handler -- relays AI-generated news briefing progress	COMMENT
HIGH	apps/briefing/views.py	232	# views.py: Add display names for AI-generated sections not in BRIEFING_SECTION_DEFINITIONS.	COMMENT
HIGH	apps/archive_extension/models.py	49	# AI-generated categorization	COMMENT
HIGH	media/js/newsblur/models/briefing_sections.js	26	// the section order from the AI-generated summary HTML.	COMMENT

AI Slop Vocabulary14 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	clients/ios/Classes/StoryPagesObjCViewController.m	1381	// Update content inset on all pages' web views so swiping between them is seamless	COMMENT
MEDIUM	clients/store/artwork/android/16.0/capture-tablet.rb	2	# capture-tablet.rb composes only real native panes, after the isolated harness has seeded its account.	COMMENT
MEDIUM	utils/feedfinder_pilgrim.py	404	##### test harness ######	COMMENT
MEDIUM	utils/scrubber/__init__.py	281	# TODO: This probably needs to be more robust	COMMENT
MEDIUM	ansible/roles/consul/files/consul.hcl	47	# This cannot be used in conjunction with the legacy -bootstrap flag. This flag requires	COMMENT
LOW	apps/rss_feeds/models.py	2165	# Don't mangle stories with code, just use new	COMMENT
MEDIUM	apps/ask_ai/prompts.py	48	full_prompt="""Please provide a comprehensive paragraph summary of the following article.	CODE
MEDIUM	apps/webfeed/prompts.py	78	# On retry, the first pass matched nothing; nudge hard toward robust selectors.	COMMENT
LOW	apps/clustering/models.py	801	# existing zCL: — just add new members and update sCL: pointers.	COMMENT
MEDIUM	apps/profile/views.py	411	# Log comprehensive debugging info to diagnose the encoding issue	COMMENT
LOW	apps/notifications/models.py	430	# - export "Apple Push Service: com.newsblur.NewsBlur" as aps.p12 (or just use aps.cer in #5)	COMMENT
MEDIUM	media/js/mobile/jquery.mobile-1.0b1.js	1283	// robust, there are a few unfortunate browser bugs surrounding expected	COMMENT
MEDIUM	media/js/newsblur/welcome/welcome.js	33	// Clone all cards and append them for seamless infinite loop.	COMMENT
MEDIUM	media/js/newsblur/welcome/welcome.js	89	// Never wrap — use the duplicate content for seamless transitions.	COMMENT

Verbosity Indicators19 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	6047	// Step 1: Remove classifier at old scope	COMMENT
LOW	clients/ios/Classes/NewsBlurAppDelegate.m	6060	// Step 2: Add classifier at new scope after remove succeeds	COMMENT
LOW⚡	utils/feed_fetcher.py	152	# Step 1: HTML Unescaping - convert HTML entities to their literal characters	COMMENT
LOW⚡	utils/feed_fetcher.py	156	# Step 2: Encoding Reinterpretation	COMMENT
LOW⚡	apps/rss_feeds/models.py	4844	# Step 1: Fetch the Google News article page to get signature and timestamp.	COMMENT
LOW⚡	apps/rss_feeds/models.py	4866	# Step 2: Call batchexecute API to decode the URL	COMMENT
LOW	…s/discover/management/commands/discover_newsletters.py	1361	# Step 1: Always fetch sitemap to get publication slugs (fast, idempotent)	COMMENT
LOW	…s/discover/management/commands/discover_newsletters.py	1395	# Step 2: Fetch each publication page for metadata	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	149	# Step 1: Load fixture and identify gaps	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	206	# Step 3: Categorize discovered feeds with Claude	COMMENT
LOW	…r/management/commands/backfill_underpopulated_feeds.py	217	# Step 4: Merge into fixture	COMMENT
LOW⚡	apps/webfeed/tasks.py	567	# Step 4: Variants already carry preview stories and are ranked best-first.	COMMENT
LOW	apps/webfeed/tasks.py	420	# Step 1: Fetch page HTML	COMMENT
LOW	apps/webfeed/tasks.py	446	# Step 2: Call the configured LLM for XPath analysis. The model is non-deterministic	COMMENT
LOW	apps/webfeed/tasks.py	513	# Step 3: First analysis pass, plus a single retry when nothing matched.	COMMENT
LOW⚡	apps/profile/models.py	1850	# Step 1: Get the order to retrieve purchaseToken	COMMENT
LOW⚡	apps/profile/models.py	1869	# Step 2: Store GooglePlayIds for RTDN mapping	COMMENT
LOW⚡	apps/profile/models.py	1897	# Step 4: Determine renewals from latestOrderId	COMMENT
LOW	apps/profile/models.py	1882	# Step 3: Get full subscription state via purchaseToken	COMMENT

AI Structural Patterns40 hits · 30 pts

Severity	File	Line	Context
LOW	archive/munin/munin/cassandra.py	24	CODE
LOW	utils/mongo_raw_log_middleware.py	93	CODE
LOW	utils/PyRSS2Gen.py	314	CODE
LOW	utils/PyRSS2Gen.py	433	CODE
LOW	utils/exception_middleware.py	31	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/stories.py	9	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/stories.py	57	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/stories.py	154	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/stories.py	193	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/classifiers.py	7	CODE
LOW	newsblur_mcp/newsblur_mcp/tools/classifiers.py	64	CODE
LOW	apps/reader/models.py	189	CODE
LOW	apps/reader/models.py	486	CODE
LOW	apps/reader/models.py	752	CODE
LOW	apps/reader/models.py	1798	CODE
LOW	apps/reader/models.py	1914	CODE
LOW	apps/reader/views.py	736	CODE
LOW	apps/reader/views.py	912	CODE
LOW	apps/listen/voices.py	219	CODE
LOW	apps/social/models.py	1105	CODE
LOW	apps/social/models.py	1210	CODE
LOW	apps/social/models.py	1313	CODE
LOW	apps/social/models.py	1425	CODE
LOW	apps/briefing/scoring.py	36	CODE
LOW	apps/profile/models.py	5592	CODE
LOW	apps/profile/views.py	144	CODE
LOW	apps/profile/views.py	166	CODE
LOW	apps/profile/views.py	345	CODE
LOW	apps/profile/views.py	377	CODE
LOW	apps/profile/views.py	388	CODE
LOW	apps/profile/views.py	403	CODE
LOW	apps/analyzer/models.py	1245	CODE
LOW	apps/analyzer/models.py	1435	CODE
LOW	apps/analyzer/views.py	347	CODE
LOW	apps/analyzer/views.py	574	CODE
LOW	apps/analyzer/views.py	858	CODE
LOW	apps/archive_extension/models.py	171	CODE
LOW	apps/archive_extension/search.py	230	CODE
LOW	apps/archive_extension/search.py	320	CODE
LOW	localization/manage.py	118	CODE

Slop Phrases5 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	clients/ios/Other Sources/fmdb/fmdb.m	875	// just mix things up a bit for demonstration purposes.	COMMENT
MEDIUM	clients/ios/Other Sources/fmdb/fmdb.m	1262	// just mix things up a bit for demonstration purposes.	COMMENT
MEDIUM	clients/ios/Other Sources/fmdb/fmdb.m	1297	// just mix things up a bit for demonstration purposes.	COMMENT
LOW	archive/fabfile.py	1420	# Don't forget to add 'setup_postgres_backups' to new	COMMENT
MEDIUM	config/pystartup.py	3	# bound to the Esc key by default (you can change it - see readline docs).	COMMENT

Modern AI Meta-Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	utils/feed_fetcher.py	2009	# If fetching archive pages, come back once the archive scaffolding is built	COMMENT
MEDIUM	apps/webfeed/prompts.py	70	# Truncate HTML to ~100KB for LLM context window	COMMENT
MEDIUM	apps/clustering/models.py	561	# Two guardrails must pass:	COMMENT
MEDIUM	apps/clustering/models.py	679	# guardrails from find_semantic_clusters apply here for any remaining	COMMENT

Modern Structural Boilerplate10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	utils/prometheus_worker_slots.py	34	logger = logging.getLogger(__name__)	CODE
LOW⚡	utils/prometheus_middleware.py	11	logger = logging.getLogger(__name__)	CODE
LOW	utils/pipeline_utils.py	22	logger = logging.getLogger(__name__)	CODE
LOW	utils/scrubber/__init__.py	12	__all__ = ["Scrubber", "SelectiveScriptScrubber", "ScrubberWarning", "UnapprovedJavascript", "urlize"]	CODE
LOW	newsblur_web/__init__.py	7	__all__ = ["celery_app"]	CODE
LOW	newsblur_mcp/newsblur_mcp/auth.py	22	logger = logging.getLogger(__name__)	CODE
LOW	newsblur_mcp/newsblur_mcp/server.py	24	logger = logging.getLogger(__name__)	CODE
LOW	newsblur_mcp/newsblur_mcp/cli/auth.py	73	def set_server_url(server: str) -> None:	CODE
LOW	newsblur_mcp/newsblur_mcp/cli/auth.py	280	def set_readonly(enabled: bool) -> None:	CODE
LOW	apps/api/social_auth.py	29	logger = logging.getLogger(__name__)	CODE

Example Usage Blocks4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	utils/retry_unlinked_loop.sh	8	# Usage:	COMMENT
LOW	utils/consul_ui.sh	11	# Usage:	COMMENT
LOW	utils/bootstrap_loop.sh	8	# Usage:	COMMENT
LOW	utils/check_health.sh	5	# Usage:	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/ask_ai/test_tasks.py	21		CODE

samuelclay/NewsBlur

Open-Source Code Quality, Security and Technical Debt Review