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This report summarizes scanner evidence for zhaoolee/ChineseBQB, a Python project with 16,254 GitHub stars. SynthScan examined 3,878 lines of code across 32 source files, recording 21 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 9.7 (Moderate pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 18 finding(s).
Are imports declared and package/API names verified? 2 finding(s).
Are wrappers, guards, and repeated structures necessary? 17 finding(s).
Which changes need focused human review? 21 finding(s).
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.
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.
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.
The scanner identified 21 distinct pattern matches across 6 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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/test_site.py | 42 | def test_add_rename_remove_and_folder_name_url(self): | CODE |
| LOW | tests/test_site.py | 70 | def test_hidden_non_images_symlinks_empty_and_duplicate_content(self): | CODE |
| LOW⚡ | tests/test_site.py | 87 | def test_duplicate_category_numbers_fail_before_deployment(self): | CODE |
| LOW⚡ | tests/test_site.py | 93 | def test_mixed_language_names_are_not_truncated(self): | CODE |
| LOW⚡ | tests/test_site.py | 97 | def test_lowercase_folder_suffix_and_search_category_url(self): | CODE |
| LOW | tests/test_site.py | 123 | def test_corrupt_image_fails_instead_of_publishing_broken_gallery(self): | CODE |
| LOW | tests/test_site.py | 130 | def test_animated_gif_is_preserved(self): | CODE |
| LOW | tests/test_site.py | 146 | def test_readme_tracks_add_rename_delete_and_preserves_manual_content(self): | CODE |
| LOW | tests/test_site.py | 178 | def test_direct_zip_original_bytes_names_and_stable_content_versions(self): | CODE |
| LOW⚡ | tests/test_site.py | 205 | def test_readme_empty_category_and_special_characters(self): | CODE |
| LOW⚡ | tests/test_site.py | 215 | def test_invalid_markers_fail_without_replacing_manual_content(self): | CODE |
| LOW⚡ | tests/test_site.py | 222 | def test_preview_address_is_rejected_for_readme(self): | CODE |
| LOW⚡ | tests/test_site.py | 228 | def test_upload_uses_github_supported_label_without_changing_manifest(self): | CODE |
| LOW | tests/test_site.py | 242 | def test_cleanup_preserves_current_readme_and_unmanaged_assets(self): | CODE |
| LOW | tests/test_site.py | 253 | def test_corrupt_existing_asset_is_not_overwritten_or_accepted(self): | CODE |
| LOW | tests/test_site.py | 267 | def test_browser_zip_roundtrip_chinese_emoji_nested_and_binary(self): | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | site/static/v2fy/cdn/jquery.min.js | 5 | if(c&&u[c]&&(i||u[c].data)||r!==t||"string"!=typeof n)return c||(c=l?e[s]=p.pop()||x.guid++:s),u[c]||(u[c]=l?{}:{toJSON: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | scripts/build_site.py | 238 | except KeyboardInterrupt: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | scripts/verify_site.py | 14 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | scripts/build_site.py | 3 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | site/static/v2fy/cdn/zepto.min.js | 1 | // Zepto.js | COMMENT |