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Repository Analysis

rendercv/rendercv

Resume builder for academics and engineers

17.7 Moderate AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of rendercv/rendercv, a Python project with 17,122 GitHub stars. SynthScan v2.0 examined 51,536 lines of code across 290 source files, recording 770 pattern matches distributed across 15 syntactic categories. The overall adjusted score of 17.7 places this repository in the Moderate AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

17.7
Adjusted Score
17.7
Raw Score
100%
Time Factor
2026-05-01
Last Push
17.1K
Stars
Python
Language
51.5K
Lines of Code
290
Files
770
Pattern Hits
2026-07-14
Scan Date
0.01
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1HIGH 1MEDIUM 23LOW 745

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 770 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers479 hits · 517 pts
SeverityFileLineSnippetContext
LOWtests/test_generated_files.py35def test_schema_json_is_up_to_date() -> None:CODE
LOWtests/test_generated_files.py51def test_example_yaml_is_up_to_date(theme: str) -> None:CODE
LOWtests/test_generated_files.py70def test_skill_md_is_up_to_date() -> None:CODE
LOWtests/test_tests.py9def get_immediate_subdirectories(directory: pathlib.Path) -> set[str]:CODE
LOWtests/test_tests.py36def test_test_folders_match_source_structure():CODE
LOWtests/test_tests.py61def test_all_test_files_follow_naming_pattern():CODE
LOWtests/test_pyodide.py72def test_rendercv_installs_in_pyodide(tmp_path: pathlib.Path, js_runtime: str) -> None:CODE
LOWtests/test_offline_whl.py37def test_rendercv_renders_pdf_offline(tmp_path: pathlib.Path) -> None:CODE
LOWtests/renderer/test_pdf_png.py73 def test_creates_correct_directory_structure(self):CODE
LOWtests/renderer/test_pdf_png.py88 def test_returns_cached_result(self):CODE
LOWtests/renderer/test_pdf_png.py94 def test_raises_error_when_version_missing_from_typst_toml(self, tmp_path):CODE
LOWtests/renderer/test_pdf_png.py106 def test_removes_stale_png_files_from_previous_run(CODE
LOWtests/renderer/test_pdf_png.py132 def test_does_not_remove_unrelated_files(CODE
LOWtests/renderer/test_pdf_png.py157 def test_works_when_no_old_files_exist(CODE
LOWtests/renderer/test_pdf_png.py180def test_raises_error_when_typst_returns_none_bytes(CODE
LOWtests/renderer/conftest.py28def compare_file_with_reference(CODE
LOWtests/renderer/conftest.py342def create_combinations_of_entry_type(CODE
LOW⚡tests/renderer/test_path_resolver.py89 def test_resolve_rendercv_file_path(CODE
LOW⚡tests/renderer/test_path_resolver.py110 def test_creates_parent_directories(self, tmp_path: pathlib.Path):CODE
LOW⚡tests/renderer/test_path_resolver.py120 def test_output_folder_placeholder_resolved(self, tmp_path: pathlib.Path):CODE
LOW⚡tests/renderer/test_path_resolver.py179 def test_replaces_output_folder_component(self, tmp_path: pathlib.Path):CODE
LOW⚡tests/renderer/test_path_resolver.py187 def test_no_placeholder_returns_unchanged(self, tmp_path: pathlib.Path):CODE
LOW⚡tests/renderer/test_path_resolver.py195 def test_nested_output_folder(self, tmp_path: pathlib.Path):CODE
LOW⚡tests/renderer/test_path_resolver.py251 def test_snake_case_has_no_spaces(self, name: str) -> None:CODE
LOW⚡tests/renderer/test_path_resolver.py259 def test_kebab_case_has_no_spaces(self, name: str) -> None:CODE
LOW⚡tests/renderer/test_path_resolver.py267 def test_lower_variants_are_lowercase(self, name: str) -> None:CODE
LOWtests/renderer/test_path_resolver.py135 def test_custom_output_folder(self, tmp_path: pathlib.Path):CODE
LOWtests/renderer/test_path_resolver.py149 def test_no_output_folder_placeholder_in_path(self, tmp_path: pathlib.Path):CODE
LOWtests/renderer/test_path_resolver.py163 def test_output_folder_with_subdirectory_in_path(self, tmp_path: pathlib.Path):CODE
LOWtests/renderer/test_path_resolver.py230 def test_output_folder_absent_in_result(self, suffix: str, folder: str) -> None:CODE
LOWtests/renderer/test_path_resolver.py240 def test_none_returns_empty_dict(self) -> None:CODE
LOWtests/renderer/test_path_resolver.py280 def test_upper_variants_are_uppercase(self, name: str) -> None:CODE
LOWtests/renderer/test_path_resolver.py293 def test_original_name_preserved(self, name: str) -> None:CODE
LOW⚡tests/renderer/templater/test_string_processor.py84 def test_returns_expected_output(self, text, keywords, expected):CODE
LOW⚡tests/renderer/templater/test_string_processor.py89 def test_empty_keywords_is_identity(self, text: str) -> None:CODE
LOW⚡tests/renderer/templater/test_string_processor.py94 def test_never_produces_double_bolding(CODE
LOW⚡tests/renderer/templater/test_string_processor.py102 def test_output_length_never_shrinks(self, text: str, keywords: list[str]) -> None:CODE
LOWtests/renderer/templater/test_string_processor.py123 def test_keyword_in_text_always_gets_bolded(self, keyword: str) -> None:CODE
LOW⚡tests/renderer/templater/test_string_processor.py138 def test_returns_expected_output(self, string, placeholders, expected_string):CODE
LOW⚡tests/renderer/templater/test_string_processor.py143 def test_empty_placeholders_preserves_content(self, text: str) -> None:CODE
LOW⚡tests/renderer/templater/test_string_processor.py148 def test_all_keys_absent_from_output(self, placeholders: dict[str, str]) -> None:CODE
LOWtests/renderer/templater/test_string_processor.py170 def test_returns_expected_output(self, url, expected_clean_url):CODE
LOWtests/renderer/templater/test_string_processor.py187 def test_removes_trailing_slashes(self, url: str) -> None:CODE
LOWtests/renderer/templater/test_string_processor.py194 def test_raises_error_for_empty_keywords(self):CODE
LOWtests/renderer/templater/test_string_processor.py208 def test_matches_all_input_keywords(self, keywords: frozenset[str]) -> None:CODE
LOWtests/renderer/templater/test_string_processor.py219 def test_matches_longest_keyword_first(self, base: str, extension: str) -> None:CODE
LOW⚡tests/renderer/templater/test_connections.py304 def test_connection_without_url_has_no_link(self):CODE
LOW⚡tests/renderer/templater/test_connections.py313 def test_plain_text_output_when_no_formatting(self):CODE
LOW⚡tests/renderer/templater/test_connections.py321 def test_custom_connection_without_url_is_not_hyperlinked(self):CODE
LOW⚡tests/renderer/templater/test_connections.py341 def test_connection_with_url_formatted_as_markdown_link(self):CODE
LOW⚡tests/renderer/templater/test_connections.py349 def test_connection_without_url_is_plain_text(self):CODE
LOW⚡tests/renderer/templater/test_connections.py358 def test_custom_connection_renders_markdown_link_when_url_is_present(self):CODE
LOW⚡tests/renderer/templater/test_connections.py411 def test_all_social_networks_have_icons(self, network):CODE
LOW⚡tests/renderer/templater/test_connections.py417 def test_all_connection_types_have_icons(self, conn_type):CODE
LOW⚡tests/renderer/templater/test_connections.py426 def _make_model_with_none_field(self, key: str) -> RenderCVModel:CODE
LOW⚡tests/renderer/templater/test_connections.py435 def test_raises_for_none_field_in_key_order(self, key):CODE
LOWtests/renderer/templater/test_connections.py114 def test_parse_single_field_type(self, field, value, expected_count, expected_icon):CODE
LOWtests/renderer/templater/test_connections.py123 def test_email_connection_structure(self):CODE
LOWtests/renderer/templater/test_connections.py148 def test_website_connection_structure(self):CODE
LOWtests/renderer/templater/test_connections.py167 def test_social_network_connection(self):CODE
419 more matches not shown…
Fake / Example Data133 hits · 150 pts
SeverityFileLineSnippetContext
LOWREADME.md161rendercv new "John Doe"CODE
LOWschema.json245 "placeholder": {CODE
LOWschema.json266 "placeholder",CODE
LOWschema.json286 "John Doe",CODE
LOWschema.json418 "placeholder": "Book a call",CODE
LOWschema.json3115 "John Doe",CODE
LOWtests/test_generated_files.py59 name="John Doe",CODE
LOWtests/renderer/conftest.py114 name="John Doe",CODE
LOWtests/renderer/conftest.py136 name="John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py24 ("NAME.pdf", "John Doe", None, "John Doe.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py25 ("NAME_IN_SNAKE_CASE.pdf", "John Doe", None, "John_Doe.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py26 ("NAME_IN_LOWER_SNAKE_CASE.pdf", "John Doe", None, "john_doe.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py27 ("NAME_IN_UPPER_SNAKE_CASE.pdf", "John Doe", None, "JOHN_DOE.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py28 ("NAME_IN_KEBAB_CASE.pdf", "John Doe", None, "John-Doe.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py29 ("NAME_IN_LOWER_KEBAB_CASE.pdf", "John Doe", None, "john-doe.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py30 ("NAME_IN_UPPER_KEBAB_CASE.pdf", "John Doe", None, "JOHN-DOE.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py32 ("MONTH_NAME.pdf", "John Doe", datetime.date(2024, 3, 15), "March.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py35 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py39 ("MONTH.pdf", "John Doe", datetime.date(2024, 3, 15), "3.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py42 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py46 ("YEAR.pdf", "John Doe", datetime.date(2024, 3, 15), "2024.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py49 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py54 ("MONTH_NAME.pdf", "John Doe", datetime.date(2024, 1, 1), "January.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py57 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py61 ("MONTH_NAME.pdf", "John Doe", datetime.date(2024, 6, 1), "June.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py64 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py68 ("MONTH_NAME.pdf", "John Doe", datetime.date(2024, 12, 1), "December.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py71 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py76 ("DAY.pdf", "John Doe", datetime.date(2024, 3, 15), "15.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py77 ("DAY_IN_TWO_DIGITS.pdf", "John Doe", datetime.date(2024, 3, 5), "05.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py81 "John Doe",CODE
LOW⚡tests/renderer/test_path_resolver.py86 ("my_cv.pdf", "John Doe", None, "my_cv.pdf"),CODE
LOW⚡tests/renderer/test_path_resolver.py111 model = RenderCVModel(cv=Cv(name="John Doe"))CODE
LOW⚡tests/renderer/test_path_resolver.py123 cv=Cv(name="John Doe"),CODE
LOWtests/renderer/test_path_resolver.py138 cv=Cv(name="John Doe"),CODE
LOWtests/renderer/test_path_resolver.py152 cv=Cv(name="John Doe"),CODE
LOWtests/renderer/test_path_resolver.py166 cv=Cv(name="John Doe"),CODE
LOW⚡tests/renderer/templater/test_connections.py427 cv = Cv.model_validate({"name": "John Doe"})CODE
LOWtests/renderer/templater/test_connections.py56 cv_data["name"] = "John Doe"CODE
LOW…/renderer/templater/test_entry_templates_from_input.py577 {"COMPANY_NAME": "Acme Corp", "START_DATE": "2020"},CODE
LOW…/renderer/templater/test_entry_templates_from_input.py670 result[field_name] = "placeholder"CODE
LOW…/renderer/templater/test_entry_templates_from_input.py700 result[field_name] = "placeholder"CODE
LOW⚡tests/renderer/templater/test_model_processor.py180 "name": "Jane Doe",CODE
LOW⚡tests/renderer/templater/test_model_processor.py188 assert result.cv.name == "Jane Doe"CODE
LOW⚡tests/renderer/templater/test_model_processor.py197 cv = Cv.model_validate({"name": "John Doe"})CODE
LOW⚡tests/renderer/templater/test_model_processor.py210 cv = Cv.model_validate({"name": "John Doe"})CODE
LOW⚡tests/renderer/templater/test_model_processor.py218 cv = Cv.model_validate({"name": "John Doe"})CODE
LOW⚡tests/renderer/templater/test_model_processor.py227 cv = Cv.model_validate({"name": "John Doe"})CODE
LOWtests/renderer/templater/test_model_processor.py247 cv = Cv.model_validate({"name": "John Doe"})CODE
LOWtests/renderer/templater/test_model_processor.py266 cv = Cv.model_validate({"name": "John Doe"})CODE
LOWtests/renderer/templater/test_model_processor.py283 cv = Cv.model_validate({"name": "John Doe"})CODE
LOWtests/renderer/templater/test_footer_and_top_note.py16 "John Doe",CODE
LOWtests/renderer/templater/test_footer_and_top_note.py27 "John Doe",CODE
LOWtests/renderer/templater/test_footer_and_top_note.py48 "John Doe",CODE
LOWtests/renderer/templater/test_footer_and_top_note.py59 "John Doe",CODE
LOWtests/cli/render_command/test_render_command.py39 full_name="John Doe",CODE
LOWtests/cli/new_command/test_new_command.py28 full_name = "John Doe"CODE
LOW⚡tests/cli/new_command/test_new_command.py89 full_name="John Doe",CODE
LOW⚡tests/cli/new_command/test_new_command.py101 full_name="John Doe",CODE
LOWtests/schema/conftest.py20 "name": "John Doe",CODE
73 more matches not shown…
Over-Commented Block75 hits · 75 pts
SeverityFileLineSnippetContext
LOWpyproject.toml1# Every modern Python package today has a `pyproject.toml` file. It is a PythonCOMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml201 # footer: rgb(120, 100, 140)COMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml261 # space_between_columns: 0.2cmCOMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml301 # SUMMARYCOMMENT
LOWexamples/John_Doe_InkTheme_CV.yaml321 # month_abbreviations:COMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml201 # footer: rgb(100, 140, 135)COMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml221 # headline: trueCOMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml261 # space_between_columns: 0.1cmCOMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml301 # HIGHLIGHTSCOMMENT
LOWexamples/John_Doe_OpalTheme_CV.yaml321 # - JanCOMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml201 # footer: rgb(128, 128, 128)COMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml261 # space_between_columns: 0.1cmCOMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml301 # date_and_location_column: DATECOMMENT
LOWexamples/John_Doe_EngineeringclassicTheme_CV.yaml321 # - FebCOMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml201 # footer: rgb(128, 128, 128)COMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml261 # space_between_columns: 0.3cmCOMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml301 # date_and_location_column: DATECOMMENT
LOWexamples/John_Doe_ModerncvTheme_CV.yaml321 # - FebCOMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml201 # footer: rgb(128, 128, 128)COMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml261 # side_space: 0.2cmCOMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml281 # time_span: HOW_MANY_YEARS YEARS HOW_MANY_MONTHS MONTHSCOMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml301 # experience_entry:COMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml321 # year: yearCOMMENT
LOWexamples/John_Doe_ClassicTheme_CV.yaml341 # - FebruaryCOMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml201 # footer: rgb(128, 128, 128)COMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml261 # space_between_columns: 0.1cmCOMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml301 # date_and_location_column: DATECOMMENT
LOWexamples/John_Doe_HarvardTheme_CV.yaml321 # - FebCOMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml201 # footer: rgb(128, 128, 128)COMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml221 # headline: falseCOMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml241 # connections:COMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml261 # space_between_columns: 0.1cmCOMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml281 # one_line_entry:COMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml301 # experience_entry:COMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml321 # months: monthsCOMMENT
LOWexamples/John_Doe_Sb2novTheme_CV.yaml341 # - JanuaryCOMMENT
LOWexamples/John_Doe_EmberTheme_CV.yaml181 - reversed_number: Building AI Infrastructure for the Next Decade — TechCrunch Disrupt (2024)COMMENT
15 more matches not shown…
Structural Annotation Overuse31 hits · 55 pts
SeverityFileLineSnippetContext
LOW.claude/skills/triage-rendercv-issue/SKILL.md10## Step 1: Read the issueCOMMENT
LOW.claude/skills/triage-rendercv-issue/SKILL.md30## Step 2: Understand the relevant codeCOMMENT
LOW.claude/skills/triage-rendercv-issue/SKILL.md38## Step 3: Post a commentCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md13## Step 1: Read package metadataCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md17## Step 2: Validate package integrityCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md66## Step 3: Handle previous workCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md82## Step 4: Set up fork and cloneCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md107## Step 5: Create the package version directoryCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md130## Step 6: Determine previous versionCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md134## Step 7: Build PR descriptionCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md171## Step 8: Commit, push, and create PRCOMMENT
LOW.claude/skills/publish-rendercv-typst-package/SKILL.md189## Step 9: Report resultsCOMMENT
LOW.claude/skills/solve-rendercv-issue/SKILL.md10## Step 1: Select an issueCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md26## Step 2: Understand RenderCVCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md35## Step 3: Set up the branchCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md44## Step 4: Reproduce the problem (bugs only)COMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md55## Step 5: Implement the solutionCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md59## Step 6: Verify the solutionCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md63## Step 7: Commit and pushCOMMENT
LOW⚡.claude/skills/solve-rendercv-issue/SKILL.md73## Step 8: Open a pull requestCOMMENT
LOW.claude/skills/review-rendercv-pr/SKILL.md10## Step 1: Identify the PRCOMMENT
LOW.claude/skills/review-rendercv-pr/SKILL.md24## Step 2: Understand RenderCVCOMMENT
LOW.claude/skills/review-rendercv-pr/SKILL.md33## Step 3: Analyze the PR diffCOMMENT
LOW⚡.claude/skills/review-rendercv-pr/SKILL.md51## Step 4: Read the full context of changed filesCOMMENT
LOW⚡.claude/skills/review-rendercv-pr/SKILL.md61## Step 5: Evaluate against RenderCV standardsCOMMENT
LOW⚡.claude/skills/review-rendercv-pr/SKILL.md67## Step 6: Check CI statusCOMMENT
LOW⚡.claude/skills/review-rendercv-pr/SKILL.md75## Step 7: Post the reviewCOMMENT
LOW.claude/skills/review-rendercv-pr/SKILL.md125## Step 8: Report resultsCOMMENT
LOWdocs/developer_guide/understanding_rendercv.md29## Step 1: Reading the YAML FileCOMMENT
LOWdocs/developer_guide/understanding_rendercv.md186## Step 2: Generating the Typst FileCOMMENT
LOWdocs/developer_guide/understanding_rendercv.md285## Step 3: Compiling to PDFCOMMENT
Decorative Section Separators14 hits · 45 pts
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MEDIUMscripts/ats_proof/evaluate.py21# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/evaluate.py23# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/evaluate.py118# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/evaluate.py120# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/evaluate.py175# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/evaluate.py177# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py27# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py29# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py58# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py60# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py91# ---------------------------------------------------------------------------COMMENT
MEDIUMscripts/ats_proof/analyze_pdfs.py93# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡scripts/ats_proof/analyze_pdfs.py149# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡scripts/ats_proof/analyze_pdfs.py151# ---------------------------------------------------------------------------COMMENT
Self-Referential Comments7 hits · 21 pts
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MEDIUMtests/cli/test_copy_templates.py37 # Create a tree with read-only files and directoriesCOMMENT
MEDIUMtests/cli/render_command/test_render_command.py244 # Create a minimal YAML with render_command referencing the overlay fileCOMMENT
MEDIUMsrc/rendercv/renderer/templater/markdown_parser.py146# Create a Markdown instanceCOMMENT
MEDIUM…dercv/cli/create_theme_command/create_theme_command.py40 # Create the __init__.py file for the new theme:COMMENT
MEDIUMsrc/rendercv/schema/variant_pydantic_model_generator.py399 # Create a variant class with updated field specs and descriptionsCOMMENT
MEDIUMsrc/rendercv/schema/models/design/design.py141 # Create a dummy data model and use that instead.COMMENT
MEDIUMsrc/rendercv/schema/models/cv/section.py250# Create a custom type named Section, which is a list of entries. The entries can be anyCOMMENT
Redundant / Tautological Comments8 hits · 13 pts
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LOWscripts/update_examples.py19# Check if examples directory exists. If not, create itCOMMENT
LOWscripts/ats_proof/evaluate.py195 # Check if abbreviation matches full nameCOMMENT
LOW⚡src/rendercv/schema/variant_pydantic_model_generator.py303 # Check if this is a nested dict that should be recursively mergedCOMMENT
LOWsrc/rendercv/schema/variant_pydantic_model_generator.py350 # Check if this field is a nested Pydantic modelCOMMENT
LOWsrc/rendercv/schema/yaml_reader.py33 # Check if the file exists:COMMENT
LOWsrc/rendercv/schema/models/design/design.py76 # Check if the custom theme folder exists:COMMENT
LOWsrc/rendercv/schema/models/design/design.py84 # Check if at least there is one *.j2.typ file in the custom theme folder:COMMENT
LOW…a/models/cv/entries/bases/entry_with_complex_fields.py156 # Check if the start_date is before the end_date:COMMENT
Hallucination Indicators1 hit · 10 pts
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CRITICALsrc/rendercv/renderer/templater/connections.py106 rendercv_model.design.header.connections.phone_number_format.upper(),CODE
Deep Nesting8 hits · 8 pts
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LOWtests/renderer/templater/test_connections.py26CODE
LOWscripts/ats_proof/submit_commercial.py34CODE
LOWscripts/ats_proof/common.py93CODE
LOWscripts/ats_proof/common.py199CODE
LOWscripts/ats_proof/evaluate.py226CODE
LOWscripts/ats_proof/analyze_pdfs.py154CODE
LOWsrc/rendercv/schema/variant_pydantic_model_generator.py136CODE
LOW…a/models/cv/entries/bases/entry_with_complex_fields.py43CODE
Unused Imports6 hits · 6 pts
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LOWtests/schema/models/cv/test_section.py7CODE
LOWtests/schema/models/cv/test_section.py8CODE
LOWtests/schema/models/cv/test_section.py9CODE
LOWtests/schema/models/cv/test_section.py10CODE
LOWtests/schema/models/cv/test_section.py11CODE
LOWtests/schema/models/cv/test_section.py12CODE
Docstring Block Structure1 hit · 5 pts
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HIGHsrc/rendercv/schema/rendercv_model_builder.py68Parse YAML content and convert parser failures into validation errors. Why: YAML syntax errors should use tSTRING
AI Slop Vocabulary3 hits · 5 pts
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MEDIUMtests/renderer/conftest.py126 """Create a comprehensive RenderCVModel with all entry combinations.STRING
LOW⚡src/rendercv/schema/variant_pydantic_model_generator.py312 # Not a Pydantic model, just use the dict as-isCOMMENT
LOWsrc/rendercv/schema/variant_pydantic_model_generator.py415 # No Pydantic model found, just use the dict directlyCOMMENT
Excessive Try-Catch Wrapping2 hits · 2 pts
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LOWscripts/ats_proof/submit_commercial.py86 except Exception as e:CODE
LOW⚡scripts/ats_proof/analyze_pdfs.py143 except Exception as e:CODE
Modern AI Meta-Vocabulary1 hit · 2 pts
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MEDIUMCLAUDE.md50 render_command/run_rendercv.py # Main render orchestrationCODE
AI Structural Patterns1 hit · 1 pts
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LOWsrc/rendercv/cli/render_command/render_command.py29CODE