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stardustai/dataset-viewer

A sleek dataset viewer built entirely by AI Agent. Supports streaming large files from WebDAV, S3, SSH, Local or Hugging Face.

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  • TypeScript
  • ★ 1,106
  • commit 47acb5065841
  • scored 2026-11-13
  • scoring prov-4+qual-2+sec-2

AI provenance

8%

explicit

Confidence
95%
Coverage
100%

Estimated share of AI-generated code. Explicit attribution is a lower bound.

Code quality

52/100

weak

Confidence
90%
Coverage
100%

Complexity, duplication, lint density, tests, CI, docs and review process.

Security

48/100

poor

Confidence
85%
Coverage
100%

Secrets, static analysis, vulnerable dependencies, CI and supply-chain posture.

Dispute or request a re-score Full report JSON RepoTrust ai badgeRepoTrust quality badgeRepoTrust security badge

Scores

Pillar Score Signal Confidence Coverage
AI provenance (estimated AI-generated share) 8 explicit 95% 100%
Code quality 52 weak 90% 100%
Security 48 poor 85% 100%

AI provenance

Explicit AI attribution on 7% of first-party code added; an estimated 7% including velocity signals.

  • Explicitly attributed share (lower bound): 7.5%
  • Unattributed share in AI-consistent velocity bursts: 17.0%
  • Estimated AI-generated share: 7.5%
AI tool Attributed commits Lines added
GitHub Copilot coding agent 8 6,479
  • AI tooling configured in repo: github-copilot

Current source lines last changed by AI-attributed commits: 4,421 of 43,700.

Findings per 1,000 lines AI-attributed Other Ratio
Quality 0.452 0.255 1.77x
Security 0.0 1.324 0.0x
  • Stylometry index: 0.99 per 1,000 lines (narrated steps 0, placeholders 0, assistant phrasing 0, emoji 87). Reported as a signal, not scored.
Month Lines added Attributed to AI
2025-07 35,517 0%
2025-08 30,790 7%
2025-09 18,284 24%
2025-10 2,183 5%

Evidence

  • GitHub Copilot coding agent: author Copilot (4a44f50ac3b1)
  • GitHub Copilot coding agent: author Copilot (259dbd1eea7a)
  • GitHub Copilot coding agent: author Copilot (0b75a94cc78f)
  • GitHub Copilot coding agent: author Copilot (7c6250d7997d)
  • GitHub Copilot coding agent: author Copilot (057f555d829e)
  • GitHub Copilot coding agent: author Copilot (f9a6a098cdb2)
  • GitHub Copilot coding agent: author Copilot (f9d0a932b766)
  • GitHub Copilot coding agent: author Copilot (8fa526cec705)
  • 3,283 lines of first-party code in ~0.5h (6,566 lines/hour, 1 commit session) (bd335a1965b6)
  • 3,134 lines of first-party code in ~0.8h (3,948 lines/hour, 3 commit session) (67dc25aecac5)
  • 1,962 lines of first-party code in ~0.5h (3,924 lines/hour, 1 commit session) (b670bc53cba5)
  • .github/copilot-instructions.md (github-copilot configuration) (.github/copi)
  • v0.2.8 → v0.3.0: 10,935 lines in 1.52 days (7,194.4 lines/day) (v0.2.8...v0.)
  • v0.3.0 → v1.0.0-beta.0: 10,961 lines in 3.18 days (3,445.8 lines/day) (v0.3.0...v1.)
  • 1,447 lines of first-party code in ~1.1h (1,322 lines/hour, PR #29) (f67c827b176d)

AI provenance describes how code was produced; it is not a quality judgment. Unless attribution is explicit, these are signals consistent with AI generation, not proof. Squash/rebase workflows, imported code, and rewritten history reduce accuracy.

Code quality

Code quality is weak: test-to-source ratio 0.00, no CI test run detected; 20% of function code in complex or long functions; 9% duplicated lines. Weakest area: testing.

Area Score
Complexity (lizard) 54
Duplication 58
Code smells (Opengrep) 95
Tests and CI 15
Documentation 40
Type safety 100
Process (Scorecard review/maintenance) n/a
  • Functions: 1,900; mean complexity 3.4, 90th percentile 8; 49 complex and 30 long functions
  • Duplicated lines: 9.1% of 31,110 compared
  • Tests: 0 test lines for 43,700 source lines (ratio 0.00); CI test commands: none detected; 0% of recent source commits also change tests
  • Docs missing or thin: license, contributing, changelog

Most complex functions:

Security

Security posture is poor: 277 known vulnerabilities in 95 dependencies; 14 high-severity SAST findings; 22 high-severity workflow issues. Weakest area: dependencies.

Area Score
Secrets (gitleaks, tree + history) 100
Static analysis (Opengrep) 88
Vulnerable dependencies (OSV) 0
CI workflows (zizmor) 1
Posture (policy, updates, signing, lockfiles) 0
OpenSSF Scorecard n/a

  • Known vulnerabilities: 277 in 95 packages (critical 3, high 106, medium 83, low 23)

  • Posture checks passed: none; missing: security policy, dependency updates, signed commits, lockfiles

Top findings

Severity Finding Location
critical osv/GHSA-23hp-3jrh-7fpw: tar@6.2.1 (npm) is affected by GHSA-23hp-3jrh-7fpw pnpm-lock.yaml
critical osv/RUSTSEC-2026-0369: zip@0.6.6 (crates.io) is affected by RUSTSEC-2026-0369 src-tauri/Cargo.lock
critical osv/GHSA-m665-v7pm-7grj: zip@0.6.6 (crates.io) is affected by GHSA-m665-v7pm-7grj src-tauri/Cargo.lock
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/common/UnifiedContentModal.tsx:175
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempDiv.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/common/UnifiedContentModal.tsx:175
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/viewers/PresentationViewer.tsx:122
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a txt.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/viewers/PresentationViewer.tsx:122
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/viewers/VirtualizedTextViewer.tsx:512
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempDiv.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/components/FileViewer/viewers/VirtualizedTextViewer.tsx:512
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:186
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempDiv.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:186
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:218
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempDiv.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:218
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:294
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempDiv.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:294
high opengrep/javascript.browser.security.insecure-document-method: User controlled data in methods like innerHTML, outerHTML or document.write is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:321
high opengrep/javascript.browser.security.insecure-innerhtml: User controlled data in a tempContainer.innerHTML is an anti-pattern that can lead to XSS vulnerabilities [confidence low] src/utils/syntaxHighlighter.ts:321
high osv/GHSA-3jxr-9vmj-r5cp: brace-expansion@1.1.12 (npm) is affected by GHSA-3jxr-9vmj-r5cp; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-6j4f-fj2g-mc7p: brace-expansion@1.1.12 (npm) is affected by GHSA-6j4f-fj2g-mc7p; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-mh99-v99m-4gvg: brace-expansion@1.1.12 (npm) is affected by GHSA-mh99-v99m-4gvg; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-qhr7-859c-m2p7: brace-expansion@1.1.12 (npm) is affected by GHSA-qhr7-859c-m2p7; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-rgw5-rvv9-x895: brace-expansion@1.1.12 (npm) is affected by GHSA-rgw5-rvv9-x895; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-3jxr-9vmj-r5cp: brace-expansion@2.0.2 (npm) is affected by GHSA-3jxr-9vmj-r5cp; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-6j4f-fj2g-mc7p: brace-expansion@2.0.2 (npm) is affected by GHSA-6j4f-fj2g-mc7p; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml
high osv/GHSA-mh99-v99m-4gvg: brace-expansion@2.0.2 (npm) is affected by GHSA-mh99-v99m-4gvg; also in packages/sdk/pnpm-lock.yaml; also in pnpm-lock.yaml packages/cad-plugin/pnpm-lock.yaml

Static signals only: the scorer never runs the project's code. Secret findings are pattern matches that were not verified, and secret values are never stored.

Distribution signals

Signals consistent with a repository that exists to distribute a download. They are heuristics, not a verdict; release files were not downloaded or inspected.

Repository profile

  • Source lines: 43,700; test lines: 0
Language Lines
TypeScript 31,010
Rust 12,653
JavaScript 37

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