Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.
This report summarizes scanner evidence for academicpages/academicpages.github.io, a SCSS project with 17,708 GitHub stars. SynthScan examined 13,918 lines of code across 162 source files, recording 35 pattern matches distributed across 10 syntactic categories. The legacy adjusted pattern signal is 5.4 (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? 13 finding(s).
Are imports declared and package/API names verified? 10 finding(s).
Are wrappers, guards, and repeated structures necessary? 12 finding(s).
Which changes need focused human review? 35 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 35 distinct pattern matches across 10 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 |
|---|---|---|---|---|
| MEDIUM | _data/ui-text.yml | 4 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 53 | # -------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 98 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 145 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 188 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 233 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 276 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 319 | # ----------------- | COMMENT |
| MEDIUM | _data/ui-text.yml | 362 | # -------------- | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | assets/js/main.min.js | 1 | ((e,t)=>{"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(e.doc | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | talkmap.py | 29 | # Read the file | COMMENT |
| LOW | markdown_generator/publications.py | 67 | # Write the file | COMMENT |
| LOW⚡ | scripts/update_cv_json.sh | 14 | # Check if the Python script exists | COMMENT |
| LOW⚡ | scripts/update_cv_json.sh | 21 | # Check if the markdown CV exists | COMMENT |
| LOW⚡ | scripts/update_cv_json.sh | 31 | # Check if the conversion was successful | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | talkmap.py | 48 | print(f"Error: geocode failed on input {location} with message {ex}") | CODE |
| MEDIUM⚡ | talkmap.py | 50 | print(f"Error: geocode timed out on input {location} with message {ex}") | CODE |
| LOW⚡ | talkmap.py | 51 | except Exception as ex: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | _config.yml | 33 | email : "none@example.org" | CODE |
| LOW | _posts/2013-08-14-blog-post-2.md | 11 | This is a sample blog post. Lorem ipsum I can't remember the rest of lorem ipsum and don't have an internet connection r | CODE |
| LOW | _posts/2015-08-14-blog-post-4.md | 11 | This is a sample blog post. Lorem ipsum I can't remember the rest of lorem ipsum and don't have an internet connection r | CODE |
| LOW | _posts/2014-08-14-blog-post-3.md | 11 | This is a sample blog post. Lorem ipsum I can't remember the rest of lorem ipsum and don't have an internet connection r | CODE |
| LOW | _posts/2012-08-14-blog-post-1.md | 11 | This is a sample blog post. Lorem ipsum I can't remember the rest of lorem ipsum and don't have an internet connection r | CODE |
| LOW | _drafts/post-draft.md | 11 | Monocle ipsum dolor sit amet handsome pariatur aliqua, hub remarkable irure commodo classic deserunt bespoke. Sunt commo | CODE |
| LOW | _data/cv.json | 4 | "email": "none@example.org", | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | _config.yml | 341 | type: liquid | COMMENT |
| LOW | markdown_generator/pubsFromBib.py | 1 | #!/usr/bin/env python | COMMENT |
| LOW | markdown_generator/publications.py | 1 | # Publications markdown generator for AcademicPages | COMMENT |
| LOW | markdown_generator/talks.py | 1 | #!/usr/bin/env python | COMMENT |
| LOW | _data/ui-text.yml | 361 | # Another locale | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | scripts/cv_markdown_to_json.py | 378 | # Create the JSON structure | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | _data/navigation.yml | 3 | # Changing the order here will adjust the order and you can also add additional | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | markdown_generator/pubsFromBib.py | 20 | CODE | |
| LOW | markdown_generator/pubsFromBib.py | 22 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | scripts/cv_markdown_to_json.py | 190 | CODE |