4.0

Adjusted Signal

4.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.0K

Stars

Astro

Language

36.4K

Lines of Code

167

Files

123

Pattern Hits

2026-10-31

Scan Date

0.04

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 3.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 25 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 38 finding(s).

Agent Over-Engineering Ratio 12.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 63 finding(s).

PR Review Velocity Impact 20.2/100 · LOW

Which changes need focused human review? 123 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 7MEDIUM 3LOW 113

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

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

Excessive Try-Catch Wrapping39 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	lib/review-listings.py	588	except Exception as exc:	CODE
LOW	lib/review-listings.py	601	except Exception as exc:	CODE
LOW	lib/review-listings.py	617	except Exception as exc:	CODE
LOW	lib/review-listings.py	881	except Exception as exc:	CODE
LOW	lib/checks/check-review-ready.py	36	except Exception:	CODE
LOW	lib/checks/check-review-ready.py	67	except Exception:	CODE
LOW	lib/checks/make-info-stats.py	77	except Exception:	CODE
LOW	lib/checks/make-info-stats.py	307	except Exception:	CODE
LOW	lib/checks/make-info-stats.py	312	except Exception:	CODE
LOW	lib/checks/make-info-stats.py	531	except Exception:	CODE
LOW	lib/checks/make-info-stats.py	646	except Exception as e:	CODE
MEDIUM	lib/checks/make-info-stats.py	612	def main():	CODE
LOW	lib/checks/check-project.py	138	except Exception:	CODE
LOW	lib/checks/check-project.py	162	except Exception:	CODE
LOW	lib/checks/check-project.py	234	except Exception as exc:	CODE
LOW	lib/checks/check-project.py	263	except Exception as exc:	CODE
LOW	lib/checks/check-project.py	275	except Exception as exc:	CODE
LOW	lib/checks/check-project.py	302	except Exception as exc:	CODE
LOW	lib/checks/check-project.py	357	except Exception as exc:	CODE
LOW	lib/checks/check-project.py	376	except Exception:	CODE
LOW	lib/checks/check-project.py	472	except Exception:	CODE
LOW	lib/checks/check-project.py	482	except Exception:	CODE
LOW	lib/checks/check-project.py	546	except Exception as exc:	CODE
LOW	lib/checks/check-additions.py	84	except Exception:	CODE
LOW	lib/checks/check-additions.py	93	except Exception:	CODE
LOW	lib/checks/check-additions.py	337	except Exception as exc:	CODE
LOW	lib/checks/prepare-comment.py	33	except Exception:	CODE
LOW	lib/checks/format-comment.py	30	except Exception:	CODE
LOW	lib/checks/format-comment.py	40	except Exception:	CODE
LOW	lib/checks/format-comment.py	74	except Exception:	CODE
LOW	lib/checks/format-comment.py	242	except Exception as exc:	CODE
MEDIUM	lib/checks/format-comment.py	208	def main():	CODE
LOW	lib/checks/check-pr-meta.py	137	except Exception as exc:	CODE
LOW	lib/checks/check-pr-meta.py	199	except Exception as exc:	CODE
LOW	lib/utils/api.py	38	except Exception as exc:	CODE
LOW	lib/utils/github.py	65	except Exception as exc:	CODE
LOW	lib/utils/github.py	85	except Exception as exc:	CODE
LOW	lib/utils/github.py	107	except Exception as exc:	CODE
LOW	lib/utils/github.py	144	except Exception as exc:	CODE

Empty Error Handlers7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	lib/validate-awesome-privacy.py	125	except OSError:	CODE
HIGH	lib/validate-awesome-privacy.py	133	except OSError:	CODE
HIGH	lib/checks/check-project.py	376	except Exception:	CODE
HIGH	lib/checks/check-project.py	472	except Exception:	CODE
HIGH	lib/checks/check-project.py	482	except Exception:	CODE
HIGH	lib/checks/prepare-comment.py	43	except ValueError:	CODE
HIGH	lib/utils/github.py	60	except ValueError:	CODE

Unused Imports38 hits · 29 pts

Severity	File	Line	Context
LOW	lib/utils/__init__.py	8	CODE
LOW	lib/utils/__init__.py	8	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	11	CODE
LOW	lib/utils/__init__.py	26	CODE
LOW	lib/utils/__init__.py	26	CODE
LOW	lib/utils/__init__.py	26	CODE
LOW	lib/utils/__init__.py	26	CODE
LOW	lib/utils/__init__.py	26	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	27	CODE
LOW	lib/utils/__init__.py	42	CODE
LOW	lib/utils/__init__.py	42	CODE
LOW	lib/utils/__init__.py	42	CODE
LOW	lib/utils/__init__.py	42	CODE
LOW	lib/utils/github.py	7	CODE

Deep Nesting17 hits · 17 pts

Severity	File	Line	Context
LOW	lib/validate-awesome-privacy.py	34	CODE
LOW	lib/awesome-privacy-readme-gen.py	90	CODE
LOW	lib/generate-changelog.py	217	CODE
LOW	lib/generate-changelog.py	254	CODE
LOW	lib/generate-changelog.py	348	CODE
LOW	lib/checks/make-info-stats.py	506	CODE
LOW	lib/checks/check-yaml-diff.py	57	CODE
LOW	lib/checks/check-project.py	166	CODE
LOW	lib/checks/check-project.py	185	CODE
LOW	lib/checks/check-project.py	381	CODE
LOW	lib/checks/check-project.py	426	CODE
LOW	lib/checks/check-additions.py	97	CODE
LOW	lib/checks/check-additions.py	117	CODE
LOW	lib/checks/check-additions.py	196	CODE
LOW	lib/checks/check-additions.py	213	CODE
LOW	lib/checks/check-additions.py	295	CODE
LOW	lib/utils/github.py	39	CODE

Modern Structural Boilerplate14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	lib/validate-awesome-privacy.py	13	logger = logging.getLogger(__name__)	CODE
LOW	lib/awesome-privacy-readme-gen.py	19	logger = logging.getLogger(__name__)	CODE
LOW	lib/generate-changelog.py	22	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-readme-edits.py	17	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-review-ready.py	23	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/make-info-stats.py	34	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-yaml-diff.py	18	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-project.py	17	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-additions.py	14	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/prepare-comment.py	22	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/detect-changes.py	16	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/format-comment.py	13	logger = logging.getLogger(__name__)	CODE
LOW	lib/checks/check-pr-meta.py	14	logger = logging.getLogger(__name__)	CODE
LOW	lib/utils/__init__.py	47	__all__ = [	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	awesome-privacy.yml	3	# This file contains all data for all listed categories, sections and services #	COMMENT

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	awesome-privacy.yml	1	#################################################################################	COMMENT
LOW	awesome-privacy.yml	21	# - codeberg: string - ...or (if not GH) the Codeberg repo (user/repo-name) #	COMMENT
LOW	web/src/env.d.ts	1	/// <reference path="../.astro/types.d.ts" />	COMMENT

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	lib/awesome-privacy-readme-gen.py	150	def update_content_between_markers(content, start_marker, end_marker, new_content):	CODE
LOW	lib/generate-changelog.py	69	def pr_merges_in_second_parent(sha):	CODE
LOW	lib/checks/make-info-stats.py	165	def _count_unpatched_advisories(report):	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	lib/checks/check-readme-edits.py	96	# Check if any changed lines fall within the generated section	COMMENT

lissy93/awesome-privacy

Open-Source Code Quality, Security and Technical Debt Review