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45 of your 60 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 4.44s · analysis 9.06s · 22.0 MB · GitHub API rate-limit (preflight)

plotly/plotly.R

https://github.com/plotly/plotly.R · scanned 2026-06-05 13:03 UTC (5 days, 7 hours ago) · 10 languages

187 raw signals (57 security + 130 graph) 45th percentile · Javascript · tiny (<2K LoC) System graph score 80 (lower by 20)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 7 hours ago · v2 · 86 actionable findings from 2 signal sources. 36 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.6
/100
Security checks
65
27 findings
System graph
80
77.8% cov · 59 findings
Critical
3
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 97.0 0.25 24.25
testing_score 0.0 0.20 0.00
documentation_score 72.8 0.15 10.92
practices_score 67.0 0.15 10.05
code_quality 80.0 0.10 8.00
Overall 1.00 59.2
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 4 Medium 7 Low 57 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 27 System graph 59 Crowd 0 Layer: Quality 22 Security 3 Software 51 Cicd 6 Api 1 Frontend 3
Scan summary Quality grade C (59/100). Dimensions: security 97, maintainability 40. 57 findings (18 security). 1,042 lines analyzed.

Showing 71 of 86 actionable findings. 122 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED015] Ruby Eval Call: eval() executes arbitrary code. Code injection.
Review and fix per the pattern semantics. See CWE-95 / for context.
3 files, 3 locations
R/api.R:152
R/highlight.R:206
R/shiny.R:273
critical Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED024] Js Eval Usage: eval() executes arbitrary code. Code injection risk.
Review and fix per the pattern semantics. See CWE-95 / for context.
3 files, 3 locations
R/api.R:152
R/highlight.R:206
R/shiny.R:273
critical Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED025] Php Eval: eval() executes arbitrary PHP. Code injection.
Review and fix per the pattern semantics. See CWE-95 / for context.
3 files, 3 locations
R/api.R:152
R/highlight.R:206
R/shiny.R:273
low Security checks cicd CI/CD security conf 0.35 ✓ Repobility 3 occurrences Workflow references repository secrets in a pull_request workflow
Fork pull_request runs do not receive normal repository secrets on GitHub Actions. Review this as a reliability/intent signal, not as direct fork-secret exfiltration. Raise severity only for pull_request_target or another trusted-context path that runs untrusted PR code with secrets.
lines 44, 45, 46
.github/workflows/R-CMD-check.yaml:44, 45, 46 (3 hits)
CI/CD securityworkflow secretsGitHub Actions
high Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED010] Ruby System Call: system / backtick run shell. Command injection if any arg dynamic.
Review and fix per the pattern semantics. See CWE-78 / for context.
3 files, 3 locations
R/orca.R:219
R/sf.R:68
tools/update_plotlyjs.R:50
high Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED017] C System Call: system() invokes shell. command injection if any arg is dynamic.
Review and fix per the pattern semantics. See CWE-78 / for context.
3 files, 3 locations
R/orca.R:219
R/sf.R:68
tools/update_plotlyjs.R:50
medium Security checks cicd CI/CD security conf 0.90 ✓ Repobility 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned
Action `ruby/setup-ruby` pinned to mutable ref `@v1` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.
2 files, 7 locations
.github/workflows/R-CMD-check.yaml:52, 58, 60, 98 (5 hits)
.github/workflows/docs.yml:47 (2 hits)
CI/CD securitySupply chainGitHub Actions
high Security checks cicd CI/CD security conf 0.90 ✓ Repobility GitHub Action is tag-pinned rather than SHA-pinned
Action `actions/upload-artifact` pinned to mutable ref `@master` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.
.github/workflows/R-CMD-check.yaml:90 CI/CD securitySupply chainGitHub Actions
low Security checks cicd CI/CD security conf 0.90 ✓ Repobility 9 occurrences GitHub Action is tag-pinned rather than SHA-pinned
Action `actions/checkout` pinned to mutable ref `@v4` uses a mutable tag or branch. Pin external actions to a reviewed full commit SHA when the workflow is security-sensitive.
2 files, 9 locations
.github/workflows/docs.yml:41, 61, 74 (6 hits)
.github/workflows/R-CMD-check.yaml:49, 68 (3 hits)
CI/CD securitySupply chainGitHub Actions
high System graph cicd CI/CD security conf 1.00 GitHub Action tracks a moving branch
actions/upload-artifact@master can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/R-CMD-check.yaml:90 CI/CD securitySupply chainGithub actions
medium Security checks quality Quality conf 0.70 Public web app has no Content Security Policy
A Content Security Policy reduces the blast radius of injected scripts if the app is ever served through preview, static hosting, or a web container outside its normal sandbox.
index.html
medium Security checks quality Quality conf 0.78 Public web service has no security.txt
security.txt gives researchers and customers a safe disclosure channel. Public web apps and APIs should publish it under /.well-known/security.txt.
.well-known/security.txt
medium Security checks quality Quality conf 0.72 Service worker is present without a web app manifest
A service worker without a manifest often means the PWA install surface is incomplete or inconsistent across devices.
manifest.json
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/docs.yml CI/CD securitySupply chainGithub actions
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
auth
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 82 source file(s) (ratio 0.01). Consider adding integration or unit tests for critical paths.
Coverage
low Security checks quality Quality conf 0.64 Public docs site has no llms.txt
AI coding agents increasingly read llms.txt to find canonical docs and API workflows. Without it, agents are more likely to browse pages repeatedly or use stale instructions.
llms.txt
low Security checks quality Quality conf 0.50 Public web app has no humans.txt
humans.txt is optional, but it gives operators and reviewers a simple place to find ownership, contact, and important public documentation links.
humans.txt
low Security checks quality Quality conf 0.74 Public web app has no robots.txt
Public websites should publish a robots.txt file so crawlers and AI agents can discover crawl rules and sitemap locations without guessing.
robots.txt
low Security checks quality Quality conf 0.72 Public web app has no sitemap
A sitemap gives search engines, docs crawlers, and AI agents a structured list of public pages. Without one, important docs and product pages are easy to miss.
sitemap.xml
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/mathjax/cdn.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/af.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/am.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ar-eg.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ar.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/az.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/bg.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/bs.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ca.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/da.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/es-ar.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/es-pe.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/es.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/et.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/eu.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/fa.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/fi.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/fo.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/fr-ch.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/gl.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/hr.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/hy.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/id.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/is.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ja.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ka.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ko.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/lt.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/me-me.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/me.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/mk.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ml.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ms.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/nl.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/no.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/pl.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/pt-br.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/pt-pt.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/rm.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ro.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ru.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/sl.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/sw.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ta.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/th.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/uk.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/ur.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/vi.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/locales/zh-cn.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: inst/htmlwidgets/lib/plotlyjs/plotly-latest.min.js
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — inst/htmlwidgets/lib/colourpicker/colourpicker.min.js:2
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
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