A beautiful, non-destructive, and GPU-accelerated RAW image editor built with performance in mind.
This report summarizes scanner evidence for CyberTimon/RapidRAW, a TypeScript project with 10,873 GitHub stars. SynthScan examined 252,022 lines of code across 350 source files, recording 186 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 0.8 (Low 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.
Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.
Can maintainers explain intent, assumptions, and trade-offs? 6 finding(s).
Are imports declared and package/API names verified? 178 finding(s).
Are wrappers, guards, and repeated structures necessary? 7 finding(s).
Which changes need focused human review? 186 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 186 distinct pattern matches across 4 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 | eslint.config.js | 67 | 'placeholder', | CODE |
| LOW | src/components/panel/right/AIPanel.tsx | 89 | id: 'placeholder', | CODE |
| LOW | src/i18n/locales/nl.json | 345 | "placeholder": "Tag toevoegen...", | CODE |
| LOW | src/i18n/locales/nl.json | 546 | "placeholder": "bijv. een bloemenveld", | CODE |
| LOW | src/i18n/locales/nl.json | 1474 | "placeholder": "Tag toevoegen...", | CODE |
| LOW | src/i18n/locales/nl.json | 1502 | "placeholder": "Naam van voorinstelling invoeren...", | CODE |
| LOW⚡ | src/i18n/locales/nl.json | 1560 | "placeholder": "Albumnaam invoeren..." | CODE |
| LOW⚡ | src/i18n/locales/nl.json | 1565 | "placeholder": "Mapnaam invoeren...", | CODE |
| LOW⚡ | src/i18n/locales/nl.json | 1569 | "placeholder": "Groepsnaam invoeren..." | CODE |
| LOW | src/i18n/locales/nl.json | 1704 | "placeholder": "Nieuwe albumnaam invoeren..." | CODE |
| LOW | src/i18n/locales/nl.json | 1719 | "placeholder": "Nieuwe mapnaam invoeren...", | CODE |
| LOW | src/i18n/locales/nl.json | 1724 | "placeholder": "Nieuwe groepsnaam invoeren..." | CODE |
| LOW | src/i18n/locales/nl.json | 2331 | "placeholder": "Selecteer een voorinstelling...", | CODE |
| LOW | src/i18n/locales/ja.json | 345 | "placeholder": "タグを追加...", | CODE |
| LOW | src/i18n/locales/ja.json | 543 | "placeholder": "例: お花畑", | CODE |
| LOW | src/i18n/locales/ja.json | 1468 | "placeholder": "タグを追加...", | CODE |
| LOW | src/i18n/locales/ja.json | 1496 | "placeholder": "プリセット名を入力...", | CODE |
| LOW⚡ | src/i18n/locales/ja.json | 1554 | "placeholder": "アルバム名を入力..." | CODE |
| LOW⚡ | src/i18n/locales/ja.json | 1559 | "placeholder": "フォルダ名を入力...", | CODE |
| LOW⚡ | src/i18n/locales/ja.json | 1563 | "placeholder": "グループ名を入力..." | CODE |
| LOW | src/i18n/locales/ja.json | 1698 | "placeholder": "新しいアルバム名を入力..." | CODE |
| LOW | src/i18n/locales/ja.json | 1713 | "placeholder": "新しいフォルダ名を入力...", | CODE |
| LOW | src/i18n/locales/ja.json | 1718 | "placeholder": "新しいグループ名を入力..." | CODE |
| LOW | src/i18n/locales/ja.json | 2329 | "placeholder": "プリセットを選択...", | CODE |
| LOW | src/i18n/locales/de.json | 345 | "placeholder": "Tag hinzufügen...", | CODE |
| LOW | src/i18n/locales/de.json | 546 | "placeholder": "z. B. ein Blumenfeld", | CODE |
| LOW | src/i18n/locales/de.json | 1474 | "placeholder": "Tag hinzufügen...", | CODE |
| LOW | src/i18n/locales/de.json | 1502 | "placeholder": "Vorgaben-Namen eingeben...", | CODE |
| LOW⚡ | src/i18n/locales/de.json | 1560 | "placeholder": "Albumnamen eingeben..." | CODE |
| LOW⚡ | src/i18n/locales/de.json | 1565 | "placeholder": "Ordnernamen eingeben...", | CODE |
| LOW⚡ | src/i18n/locales/de.json | 1569 | "placeholder": "Gruppennamen eingeben..." | CODE |
| LOW | src/i18n/locales/de.json | 1704 | "placeholder": "Neuen Albumnamen eingeben..." | CODE |
| LOW | src/i18n/locales/de.json | 1719 | "placeholder": "Neuen Ordnernamen eingeben...", | CODE |
| LOW | src/i18n/locales/de.json | 1724 | "placeholder": "Neuen Gruppennamen eingeben..." | CODE |
| LOW | src/i18n/locales/de.json | 2335 | "placeholder": "Vorgabe auswählen...", | CODE |
| LOW | src/i18n/locales/ru.json | 353 | "placeholder": "Добавить тег...", | CODE |
| LOW | src/i18n/locales/ru.json | 592 | "placeholder": "например, поле цветов", | CODE |
| LOW | src/i18n/locales/ru.json | 1538 | "placeholder": "Добавить тег...", | CODE |
| LOW | src/i18n/locales/ru.json | 1566 | "placeholder": "Введите название пресета...", | CODE |
| LOW⚡ | src/i18n/locales/ru.json | 1624 | "placeholder": "Введите название альбома..." | CODE |
| LOW⚡ | src/i18n/locales/ru.json | 1629 | "placeholder": "Введите название папки...", | CODE |
| LOW⚡ | src/i18n/locales/ru.json | 1633 | "placeholder": "Введите название группы..." | CODE |
| LOW | src/i18n/locales/ru.json | 1778 | "placeholder": "Введите новое название альбома..." | CODE |
| LOW | src/i18n/locales/ru.json | 1795 | "placeholder": "Введите новое имя папки...", | CODE |
| LOW | src/i18n/locales/ru.json | 1800 | "placeholder": "Введите новое название группы..." | CODE |
| LOW | src/i18n/locales/ru.json | 2419 | "placeholder": "Выберите пресет...", | CODE |
| LOW | src/i18n/locales/pl.json | 353 | "placeholder": "Dodaj tag...", | CODE |
| LOW | src/i18n/locales/pl.json | 592 | "placeholder": "np. pole pełne kwiatów", | CODE |
| LOW | src/i18n/locales/pl.json | 1538 | "placeholder": "Dodaj tag...", | CODE |
| LOW | src/i18n/locales/pl.json | 1566 | "placeholder": "Wpisz nazwę presetu...", | CODE |
| LOW⚡ | src/i18n/locales/pl.json | 1624 | "placeholder": "Wpisz nazwę albumu..." | CODE |
| LOW⚡ | src/i18n/locales/pl.json | 1629 | "placeholder": "Wpisz nazwę folderu...", | CODE |
| LOW⚡ | src/i18n/locales/pl.json | 1633 | "placeholder": "Wpisz nazwę grupy..." | CODE |
| LOW | src/i18n/locales/pl.json | 1778 | "placeholder": "Wpisz nową nazwę albumu..." | CODE |
| LOW | src/i18n/locales/pl.json | 1795 | "placeholder": "Wpisz nową nazwę folderu...", | CODE |
| LOW | src/i18n/locales/pl.json | 1800 | "placeholder": "Wpisz nową nazwę grupy..." | CODE |
| LOW | src/i18n/locales/pl.json | 2419 | "placeholder": "Wybierz preset...", | CODE |
| LOW | src/i18n/locales/uk.json | 353 | "placeholder": "Додати тег...", | CODE |
| LOW | src/i18n/locales/uk.json | 592 | "placeholder": "напр., поле квітів", | CODE |
| LOW | src/i18n/locales/uk.json | 1538 | "placeholder": "Додати тег...", | CODE |
| 118 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | bench/replay.js | 222 | function summarizePhaseAcrossIterations(measuredIterations, phaseName) { | CODE |
| LOW | src/utils/cropUtils.ts | 118 | export function calculateAreaPreservingCrop( | CODE |
| LOW | src/utils/cropUtils.ts | 166 | export function calculateAutoCropForRotation( | CODE |
| LOW | …c/components/panel/right/AdjustmentSectionsSubMenu.tsx | 196 | function AdjustmentSectionsSubMenu() { | CODE |
| LOW | src/components/adjustments/Curves.tsx | 269 | function convertParametricToPoints(settings: ParametricCurveSettings): Array<Coord> { | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | src/i18n/update_translations.py | 260 | print(f"Error parsing JSON in {file_path.name}. Skipping.") | CODE |
| MEDIUM | src/i18n/update_translations.py | 275 | print(f"Error: Locales directory '{LOCALES_DIR}' does not exist.") | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | bench/replay.js | 1 | // Deterministic UI perf benchmark. Paste into the browser devtools Console | COMMENT |