6.4

Adjusted Signal

6.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.2K

Stars

HTML

Language

96.7K

Lines of Code

362

Files

494

Pattern Hits

2026-10-31

Scan Date

0.03

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 14.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 309 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 80 finding(s).

Agent Over-Engineering Ratio 21.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 340 finding(s).

PR Review Velocity Impact 28.6/100 · MEDIUM

Which changes need focused human review? 494 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 10MEDIUM 53LOW 431

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 494 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.

Hyper-Verbose Identifiers233 hits · 215 pts

Severity	File	Line	Snippet	Context
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	266	def _assert_beautiful_mermaid(svg: str) -> None:	CODE
LOW	plugins/kami/skills/kami/scripts/site_facts.py	168	def _drop_language_redirect_script(rows: list[str]) -> list[str]:	CODE
LOW	plugins/kami/skills/kami/scripts/shared.py	62	def configure_weasyprint_runtime() -> None:	CODE
LOW	plugins/kami/skills/kami/scripts/shared.py	211	def public_document_template_kinds() -> set[str]:	CODE
LOW	plugins/kami/skills/kami/scripts/shared.py	224	def public_document_template_count() -> int:	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	207	def _handle_ambiguous_starttag(	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	418	def _changelog_contract_issues(content: dict) -> list[str]:	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	283	def _document_custom_properties(raw: str) -> dict[str, str]:	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	858	def _implicitly_closed_by_start(open_tag: str, new_tag: str) -> bool:	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	884	def _implicitly_closed_by_end(open_tag: str, end_tag: str) -> bool:	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	898	def _implicit_start_boundaries(new_tag: str) -> set[str]:	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	1096	def _handle_ambiguous_starttag(	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	83	def _strip_css_block_comments(text: str) -> str:	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	445	def _emphasis_container_findings(path: Path) -> list[Finding]:	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	576	def _undefined_token_findings(	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	699	def check_cross_template_consistency(verbose: bool = False) -> int:	CODE
LOW	scripts/build_metadata.py	510	def should_include_skill_mirror_file(path: Path) -> bool:	CODE
LOW	scripts/tests/test_package.py	92	def test_render_examples_are_ignored_and_untracked() -> None:	CODE
LOW	scripts/tests/test_package.py	111	def test_dist_package_contents() -> None:	CODE
LOW	scripts/tests/test_package.py	174	def test_package_failure_preserves_last_good_archive() -> None:	CODE
LOW	scripts/tests/test_package.py	197	def test_plugin_metadata_generated() -> None:	CODE
LOW	scripts/tests/test_package.py	214	def test_claude_plugin_marketplace_version_matches_version_file() -> None:	CODE
LOW	scripts/tests/test_package.py	250	def test_build_metadata_reads_tokens_from_root_argument() -> None:	CODE
LOW	scripts/tests/test_package.py	265	def test_catalog_lists_pptx_for_slides() -> None:	CODE
LOW	scripts/tests/test_package.py	344	def test_check_update_defaults_to_latest_published_release() -> None:	CODE
LOW	scripts/tests/test_package.py	374	def test_check_update_uses_codex_plugin_update_command() -> None:	CODE
LOW	scripts/tests/test_package.py	413	def test_check_update_uses_claude_plugin_update_command() -> None:	CODE
LOW	scripts/tests/test_package.py	447	def test_release_gate_rejects_identity_mismatches() -> None:	CODE
LOW	scripts/tests/test_package.py	460	def test_release_gate_resolves_only_the_tag_namespace() -> None:	CODE
LOW	scripts/tests/test_package.py	476	def test_release_gate_requires_main_push_provenance() -> None:	CODE
LOW	scripts/tests/test_package.py	499	def test_release_gate_requires_mainline_reachability() -> None:	CODE
LOW	scripts/tests/test_package.py	517	def test_release_gate_compares_zip_payloads_not_container_bytes() -> None:	CODE
LOW	scripts/tests/test_package.py	554	def test_release_workflow_reads_back_required_reactions() -> None:	CODE
LOW	scripts/tests/test_package.py	565	def test_release_workflow_preserves_published_version_payloads() -> None:	CODE
LOW	scripts/tests/test_package.py	580	def test_release_note_help_matches_placeholder_flow() -> None:	CODE
LOW	scripts/tests/test_package.py	593	def test_release_note_scaffold_matches_published_shape() -> None:	CODE
LOW	scripts/tests/test_package.py	614	def test_plugin_mirror_follows_tracked_files() -> None:	CODE
LOW	scripts/tests/test_package.py	636	def test_mcp_server_card_install_path_matches_developer_docs() -> None:	CODE
LOW⚡	scripts/tests/test_templates.py	978	def test_check_placeholders_passes_clean() -> None:	CODE
LOW⚡	scripts/tests/test_templates.py	988	def test_markdown_residue_flags_raw_markers() -> None:	CODE
LOW	scripts/tests/test_templates.py	32	def test_long_doc_templates_use_rendered_toc_pages_and_chapter_headers() -> None:	CODE
LOW	scripts/tests/test_templates.py	78	def test_chinese_html_templates_keep_single_serif_stack() -> None:	CODE
LOW	scripts/tests/test_templates.py	124	def test_korean_templates_carry_resolvable_serif_name() -> None:	CODE
LOW	scripts/tests/test_templates.py	162	def test_sibling_placeholder_hints_stay_in_parity() -> None:	CODE
LOW	scripts/tests/test_templates.py	190	def test_font_fallback_markers_recognize_pt_serif() -> None:	CODE
LOW	scripts/tests/test_templates.py	202	def test_print_surfaces_have_no_ornamental_brand_lines() -> None:	CODE
LOW	scripts/tests/test_templates.py	234	def test_shipped_surfaces_keep_subtractive_defaults() -> None:	CODE
LOW	scripts/tests/test_templates.py	312	def test_print_radius_guidance_matches_shipped_range() -> None:	CODE
LOW	scripts/tests/test_templates.py	323	def test_reviewed_demo_details_keep_quiet_hierarchy() -> None:	CODE
LOW	scripts/tests/test_templates.py	369	def test_table_components_keep_one_quiet_rule_system() -> None:	CODE
LOW	scripts/tests/test_templates.py	455	def test_documented_snippets_answer_to_template_rules() -> None:	CODE
LOW	scripts/tests/test_templates.py	515	def test_emphasis_container_mix_counts_distinct_fills() -> None:	CODE
LOW	scripts/tests/test_templates.py	559	def test_templates_declare_jetbrains_mono_exactly_where_used() -> None:	CODE
LOW	scripts/tests/test_templates.py	575	def test_template_web_fonts_resolve_from_kami_cdn() -> None:	CODE
LOW	scripts/tests/test_templates.py	589	def test_brand_logo_slot_matches_across_locale_variants() -> None:	CODE
LOW	scripts/tests/test_templates.py	832	def test_off_palette_scans_site_demos_and_rejects_empty_checkout_scope() -> None:	CODE
LOW	scripts/tests/test_templates.py	876	def test_scan_file_ignores_block_comment_rgba() -> None:	CODE
LOW	scripts/tests/test_templates.py	944	def test_emphasis_exemption_matches_whole_class_names() -> None:	CODE
LOW	scripts/tests/test_templates.py	1011	def test_check_markdown_residue_skips_html_code_blocks() -> None:	CODE
LOW	scripts/tests/test_templates.py	1058	def test_pair_names_includes_known_pairs() -> None:	CODE
173 more matches not shown…

Decorative Section Separators48 hits · 144 pts

Severity	File	Line	Snippet	Context
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	73	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	75	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	101	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	103	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	203	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/mermaid_normalize.py	205	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/shared.py	105	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/scripts/shared.py	110	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	21	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	23	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	44	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	46	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	93	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	95	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	278	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides-en.py	280	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	21	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	23	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	50	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	52	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	102	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	104	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	315	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	plugins/kami/skills/kami/assets/templates/slides.py	317	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	73	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	75	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	101	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	103	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	203	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/mermaid_normalize.py	205	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/shared.py	105	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/scripts/shared.py	110	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	21	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	23	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	44	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	46	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	93	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	95	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	278	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides-en.py	280	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	21	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	23	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	50	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	52	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	102	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	104	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	315	# ═══════════════════════════════════════════════════════════	COMMENT
MEDIUM	skills/kami/assets/templates/slides.py	317	# ═══════════════════════════════════════════════════════════	COMMENT

Unused Imports79 hits · 76 pts

Severity	File	Line	Context
LOW	evals/score.py	21	CODE
LOW	evals/score.py	27	CODE
LOW	plugins/kami/skills/kami/scripts/build.py	46	CODE
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	32	CODE
LOW	plugins/kami/skills/kami/scripts/render.py	10	CODE
LOW	plugins/kami/skills/kami/scripts/render.py	23	CODE
LOW	plugins/kami/skills/kami/scripts/site_facts.py	7	CODE
LOW	plugins/kami/skills/kami/scripts/font_compat.py	16	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	14	CODE
LOW	plugins/kami/skills/kami/scripts/chart.py	34	CODE
LOW	plugins/kami/skills/kami/scripts/tokens.py	7	CODE
LOW	plugins/kami/skills/kami/scripts/diagram_geometry.py	6	CODE
LOW	plugins/kami/skills/kami/scripts/shared.py	2	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	17	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	22	CODE
LOW	plugins/kami/skills/kami/scripts/visual.py	13	CODE
LOW	plugins/kami/skills/kami/scripts/brand_extract.py	13	CODE
LOW	plugins/kami/skills/kami/scripts/highlight.py	7	CODE
LOW	plugins/kami/skills/kami/scripts/highlight.py	168	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	9	CODE
LOW	plugins/kami/skills/kami/scripts/math_render.py	12	CODE
LOW	plugins/kami/skills/kami/scripts/deliver.py	21	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	7	CODE
LOW	plugins/kami/skills/kami/scripts/optional_deps.py	8	CODE
LOW	plugins/kami/skills/kami/scripts/mcp_server.py	26	CODE
LOW	plugins/kami/skills/kami/scripts/hangul.py	15	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	13	CODE
LOW	scripts/build_metadata.py	33	CODE
LOW	scripts/draft-release-notes.py	20	CODE
LOW	scripts/release_gate.py	3	CODE
LOW	scripts/tests/test_package.py	2	CODE
LOW	scripts/tests/support.py	2	CODE
LOW	scripts/tests/test_templates.py	2	CODE
LOW	scripts/tests/test_korean.py	2	CODE
LOW	scripts/tests/test_korean.py	5	CODE
LOW	scripts/tests/test_brand.py	2	CODE
LOW	scripts/tests/test_corpus.py	15	CODE
LOW	scripts/tests/test_corpus.py	63	CODE
LOW	scripts/tests/test_corpus.py	64	CODE
LOW	scripts/tests/test_corpus.py	65	CODE
LOW	scripts/tests/test_corpus.py	92	CODE
LOW	scripts/tests/test_corpus.py	93	CODE
LOW	scripts/tests/test_build.py	2	CODE
LOW	scripts/tests/test_site.py	2	CODE
LOW	scripts/tests/test_content.py	2	CODE
LOW	scripts/tests/test_render.py	2	CODE
LOW	scripts/tests/test_render.py	359	CODE
LOW	scripts/tests/test_render.py	360	CODE
LOW	scripts/tests/test_deliver.py	2	CODE
LOW	scripts/tests/test_mcp.py	2	CODE
LOW	scripts/tests/test_evals.py	2	CODE
LOW	scripts/tests/test_chart.py	2	CODE
LOW	scripts/tests/test_diagrams.py	2	CODE
LOW	scripts/tests/test_math.py	2	CODE
LOW	skills/kami/scripts/build.py	46	CODE
LOW	skills/kami/scripts/mermaid_normalize.py	32	CODE
LOW	skills/kami/scripts/render.py	10	CODE
LOW	skills/kami/scripts/render.py	23	CODE
LOW	skills/kami/scripts/site_facts.py	7	CODE
LOW	skills/kami/scripts/font_compat.py	16	CODE
19 more matches not shown…

Deep Nesting63 hits · 60 pts

Severity	File	Line	Context
LOW	evals/score.py	254	CODE
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	105	CODE
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	118	CODE
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	217	CODE
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	151	CODE
LOW	plugins/kami/skills/kami/scripts/site_facts.py	208	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	193	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	262	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	312	CODE
LOW	plugins/kami/skills/kami/scripts/chart.py	606	CODE
LOW	plugins/kami/skills/kami/scripts/diagram_geometry.py	79	CODE
LOW	plugins/kami/skills/kami/scripts/diagram_geometry.py	147	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	237	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	297	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	536	CODE
LOW	plugins/kami/skills/kami/scripts/content.py	576	CODE
LOW	plugins/kami/skills/kami/scripts/brand_extract.py	167	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	101	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	164	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	371	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	535	CODE
LOW	plugins/kami/skills/kami/scripts/deliver.py	152	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	105	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	152	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	232	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	283	CODE
LOW	plugins/kami/skills/kami/scripts/html_visibility.py	563	CODE
LOW	plugins/kami/skills/kami/scripts/hangul.py	76	CODE
LOW	plugins/kami/skills/kami/scripts/lint.py	97	CODE
LOW	scripts/tests/test_package.py	111	CODE
LOW	scripts/tests/test_templates.py	162	CODE
LOW	scripts/tests/test_content.py	85	CODE
LOW	scripts/tests/test_render.py	244	CODE
LOW	scripts/tests/test_render.py	788	CODE
LOW	scripts/tests/test_render.py	807	CODE
LOW	skills/kami/scripts/mermaid_normalize.py	105	CODE
LOW	skills/kami/scripts/mermaid_normalize.py	118	CODE
LOW	skills/kami/scripts/mermaid_normalize.py	217	CODE
LOW	skills/kami/scripts/mermaid_normalize.py	151	CODE
LOW	skills/kami/scripts/site_facts.py	208	CODE
LOW	skills/kami/scripts/checks.py	193	CODE
LOW	skills/kami/scripts/checks.py	262	CODE
LOW	skills/kami/scripts/checks.py	312	CODE
LOW	skills/kami/scripts/chart.py	606	CODE
LOW	skills/kami/scripts/diagram_geometry.py	79	CODE
LOW	skills/kami/scripts/diagram_geometry.py	147	CODE
LOW	skills/kami/scripts/content.py	237	CODE
LOW	skills/kami/scripts/content.py	297	CODE
LOW	skills/kami/scripts/content.py	536	CODE
LOW	skills/kami/scripts/content.py	576	CODE
LOW	skills/kami/scripts/brand_extract.py	167	CODE
LOW	skills/kami/scripts/verify.py	101	CODE
LOW	skills/kami/scripts/verify.py	164	CODE
LOW	skills/kami/scripts/verify.py	371	CODE
LOW	skills/kami/scripts/verify.py	535	CODE
LOW	skills/kami/scripts/deliver.py	152	CODE
LOW	skills/kami/scripts/html_visibility.py	105	CODE
LOW	skills/kami/scripts/html_visibility.py	152	CODE
LOW	skills/kami/scripts/html_visibility.py	232	CODE
LOW	skills/kami/scripts/html_visibility.py	283	CODE
3 more matches not shown…

Empty Error Handlers10 hits · 50 pts

Severity	File	Line	Snippet	Context
HIGH	plugins/kami/skills/kami/scripts/mermaid_normalize.py	68	except (OSError, ValueError):	CODE
HIGH	plugins/kami/skills/kami/scripts/render.py	53	except FileNotFoundError:	CODE
HIGH	plugins/kami/skills/kami/scripts/verify.py	97	except FileNotFoundError:	CODE
HIGH	plugins/kami/skills/kami/scripts/deliver.py	180	except (json.JSONDecodeError, OSError):	CODE
HIGH	plugins/kami/skills/kami/scripts/mcp_server.py	281	except OSError:	CODE
HIGH	skills/kami/scripts/mermaid_normalize.py	68	except (OSError, ValueError):	CODE
HIGH	skills/kami/scripts/render.py	53	except FileNotFoundError:	CODE
HIGH	skills/kami/scripts/verify.py	97	except FileNotFoundError:	CODE
HIGH	skills/kami/scripts/deliver.py	180	except (json.JSONDecodeError, OSError):	CODE
HIGH	skills/kami/scripts/mcp_server.py	281	except OSError:	CODE

Excessive Try-Catch Wrapping45 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	evals/score.py	78	except Exception as exc: # a crashing gate is a failed gate, not a crashed scorer	CODE
LOW	plugins/kami/skills/kami/scripts/build.py	110	except Exception as exc: # WeasyPrint / pypdf / OS errors: report, keep the sweep going	CODE
LOW	plugins/kami/skills/kami/scripts/font_compat.py	74	except Exception:	CODE
LOW	plugins/kami/skills/kami/scripts/font_compat.py	144	except Exception:	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	98	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	222	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	357	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/checks.py	486	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/visual.py	130	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/highlight.py	139	except Exception:	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	107	except Exception:	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	129	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	273	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/verify.py	463	except Exception as exc: # WeasyPrint / pypdf / OS errors: report, keep the sweep going	CODE
LOW	plugins/kami/skills/kami/scripts/math_render.py	435	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/math_render.py	601	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/deliver.py	115	except Exception as exc: # a crashing gate must not cost the verdict	CODE
LOW	plugins/kami/skills/kami/scripts/deliver.py	242	except Exception as exc: # WeasyPrint and math failures both block delivery	CODE
LOW	plugins/kami/skills/kami/scripts/deliver.py	265	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/optional_deps.py	111	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/mcp_server.py	501	except Exception as exc:	CODE
LOW	plugins/kami/skills/kami/scripts/mcp_server.py	526	except Exception:	CODE
LOW	scripts/tests/test_korean.py	68	except Exception as exc:	CODE
MEDIUM	scripts/tests/test_korean.py	61	def test_korean_render_is_visible_and_breaks_between_words() -> None:	CODE
LOW	skills/kami/scripts/build.py	110	except Exception as exc: # WeasyPrint / pypdf / OS errors: report, keep the sweep going	CODE
LOW	skills/kami/scripts/font_compat.py	74	except Exception:	CODE
LOW	skills/kami/scripts/font_compat.py	144	except Exception:	CODE
LOW	skills/kami/scripts/checks.py	98	except Exception as exc:	CODE
LOW	skills/kami/scripts/checks.py	222	except Exception as exc:	CODE
LOW	skills/kami/scripts/checks.py	357	except Exception as exc:	CODE
LOW	skills/kami/scripts/checks.py	486	except Exception as exc:	CODE
LOW	skills/kami/scripts/visual.py	130	except Exception as exc:	CODE
LOW	skills/kami/scripts/highlight.py	139	except Exception:	CODE
LOW	skills/kami/scripts/verify.py	107	except Exception:	CODE
LOW	skills/kami/scripts/verify.py	129	except Exception as exc:	CODE
LOW	skills/kami/scripts/verify.py	273	except Exception as exc:	CODE
LOW	skills/kami/scripts/verify.py	463	except Exception as exc: # WeasyPrint / pypdf / OS errors: report, keep the sweep going	CODE
LOW	skills/kami/scripts/math_render.py	435	except Exception as exc:	CODE
LOW	skills/kami/scripts/math_render.py	601	except Exception as exc:	CODE
LOW	skills/kami/scripts/deliver.py	115	except Exception as exc: # a crashing gate must not cost the verdict	CODE
LOW	skills/kami/scripts/deliver.py	242	except Exception as exc: # WeasyPrint and math failures both block delivery	CODE
LOW	skills/kami/scripts/deliver.py	265	except Exception as exc:	CODE
LOW	skills/kami/scripts/optional_deps.py	111	except Exception as exc:	CODE
LOW	skills/kami/scripts/mcp_server.py	501	except Exception as exc:	CODE
LOW	skills/kami/scripts/mcp_server.py	526	except Exception:	CODE

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	plugins/kami/skills/kami/references/design.md	1411	### Multilingual SEO scaffolding	COMMENT
MEDIUM	site/assets/demos/demo-waza.html	414	<text x="360" y="78" fill="#141413" font-size="13" font-weight="500" font-family="'TsangerJinKai02', 'Source Han S	CODE
MEDIUM	skills/kami/references/design.md	1411	### Multilingual SEO scaffolding	COMMENT

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	plugins/kami/skills/kami/scripts/ensure-fonts.sh	1	#!/usr/bin/env bash	COMMENT
LOW	plugins/kami/skills/kami/scripts/lint.py	241	return 1	COMMENT
LOW	plugins/kami/skills/kami/scripts/lint.py	541	# with the same rules the templates answer to, and every var() it names must	COMMENT
LOW	skills/kami/scripts/ensure-fonts.sh	1	#!/usr/bin/env bash	COMMENT
LOW	skills/kami/scripts/lint.py	241	return 1	COMMENT
LOW	skills/kami/scripts/lint.py	541	# with the same rules the templates answer to, and every var() it names must	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	evals/score.py	88	# The harness seals the run tree with mode 000; the scorer runs as its owner.	COMMENT

AI Structural Patterns2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	plugins/kami/skills/kami/scripts/mermaid_normalize.py	325		CODE
LOW	skills/kami/scripts/mermaid_normalize.py	325		CODE

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	plugins/kami/skills/kami/scripts/render.py	62	def set_pdf_metadata(pdf_path: Path, author: str \| None = None) -> None:	CODE
LOW	skills/kami/scripts/render.py	62	def set_pdf_metadata(pdf_path: Path, author: str \| None = None) -> None:	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/tests/test_render.py	342	def helper():	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/tests/test_mcp.py	157	and "placeholder" in broken_result["report"].lower(),	CODE

tw93/Kami

Open-Source Code Quality, Security and Technical Debt Review