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rohitramkumar/zebra-viz

Tracking NCAA referees

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  • TypeScript
  • ★ 0
  • commit dd4938843543
  • scored 2026-11-14
  • scoring prov-5+qual-2+sec-2

unreviewed-ai-risk

AI provenance

73%

explicit

Confidence
95%
Coverage
100%

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

Code quality

46/100

poor

Confidence
90%
Coverage
100%

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

Security

60/100

weak

Confidence
85%
Coverage
100%

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

AI provenance

73% explicit

Explicit AI attribution on 73% of first-party code added; an estimated 73% including velocity signals.

How the score is built

  • Explicitly attributed share73%
  • Unattributed share in AI-pace bursts0%
  • Estimated AI-generated share73%
  • AI tool configuration files0
  • Work sessions at AI pace0
  • Releases at AI pacenot measured
  • Coding-style index (1.0+ means possible)3.64

Attributed AI tools

ToolCommitsLines addedFirst seenLast seen
GitHub Copilot coding agent622,0262026-02-262026-03-27

Lines added per month all AI-attributed share

  1. 2026-022,112 · 65% AI
  2. 2026-03677 · 96% AI
  3. 2026-040 · 0% AI
  4. 2026-050 · 0% AI
  5. 2026-060 · 0% AI
  6. 2026-070 · 0% AI
  7. 2026-080 · 0% AI
  8. 2026-090 · 0% AI
  9. 2026-100 · 0% AI
  10. 2026-110 · 0% AI

Findings in AI-attributed lines vs the rest

From git blame: 1,341 lines trace to AI-attributed commits, 580 to others. Reported, not scored.

Findings per 1,000 linesAI-attributedOtherRatio
Code quality0.001.720.00×
Security0.001.720.00×

Evidence by analyzer

Explicit AI attributionok26 items
attributed_commit_share
40.3%
attributed_commits
62
attributed_loc
2,026
attributed_loc_share
72.6%
commits
154
effective_loc
2,789
tools_detected
1
AI tool configurationok
artifacts
0
tools_configured
0
workflow_agents
0
Commit velocityok
excluded_import_loc
0
flagged_loc
0
flagged_loc_share
0.0%
flagged_units
0
max_loc_per_hour
238.90
measured_loc
2,789
median_loc_per_hour
58.20
pr_timed_units
0
pre_ai_era_burst_loc
0
pre_ai_era_bursts
0
pre_ai_era_measured_loc
0
work_units
18
Release velocityskipped
Coding styleok2 items
count:assistant_voice
0
count:emoji_in_code
10
count:narrated_steps
2
count:placeholder
0
files:assistant_voice
0
files:emoji_in_code
4
files:narrated_steps
1
files:placeholder
0
index
3.64
lines_scanned
1,921
per_kloc:assistant_voice
0
per_kloc:emoji_in_code
5.21
per_kloc:narrated_steps
1.04
per_kloc:placeholder
0
Findings in AI-written linesok
ai_lines
1,341
blame_failures
0
files_blamed
12
other_lines
580
quality:ai_findings
0
quality:ai_per_kloc
0
quality:other_findings
1
quality:other_per_kloc
1.72
quality:ratio
0
security:ai_findings
0
security:ai_per_kloc
0
security:other_findings
1
security:other_per_kloc
1.72
security:ratio
0

Code quality

46 poor

Code quality is poor: test-to-source ratio 0.00, no CI test run detected; 15% of function code in complex or long functions; 10% duplicated lines. Weakest area: testing.

How the score is built

  • Complexity64
  • Duplication54
  • Lint and smells68
  • Tests and CI15
  • Documentation40
  • Type safety46
  • Review processnot measured

Evidence by analyzer

Complexity (lizard)ok1 item
complex_functions
1
function_nloc
1,144
functions
96
long_functions
1
many_param_functions
0
mean_ccn
2.56
p90_ccn
6
risky_nloc_share
14.8%
Duplication (jscpd)ok5 items
compared_lines
1,442
duplicated_lines
146
duplicated_share
10.1%
files
12
Lintok
category:best-practice
1
findings
1
scanned_lines
1,921
weighted_findings
3
Tests and CIok1 item
  • CI config: .github/workflows/refresh-referee-data.yml .github/workflows/refresh-referee-data.yml
check:ci_present
yes
check:ci_runs_lint
no
check:ci_runs_tests
no
check:has_tests
no
check:test_ratio
no
check:tests_cochange
no
ci_files
1
cochange_commits
43
cochange_share
0.0%
source_lines
1,921
test_lines
0
test_ratio
0
Documentationok1 item
  • README.md README.md
check:changelog
no
check:contributing
no
check:license
no
check:readme
yes
readme_lines
38
Type safetyok1 item
  • TypeScript strict type checking: tsconfig.json tsconfig.json
check:low_escape_density
no
check:strict_config
no
escapes
18
escapes_per_kloc
9.37

Security

60 weak

Security posture is weak: 30 known vulnerabilities in 13 dependencies; 1 high-severity SAST findings; 2 high-severity workflow issues. Weakest area: posture.

How the score is built

  • Secrets100
  • Static analysis (SAST)69
  • Vulnerable dependencies26
  • CI workflows66
  • Security posture0
  • OpenSSF Scorecardnot measured

Evidence by analyzer

OpenSSF Scorecardskipped

no published OpenSSF Scorecard result for this repo

Package registriesok
checked
18
declared
18
lookup_errors
0
missing
0
recent
0
Secrets (gitleaks)ok
secrets_current
0
secrets_history
0
secrets_low_confidence
0
secrets_nonprod
0
Static analysis (opengrep)ok
findings
2
findings_high
1
findings_low
0
findings_medium
1
parse_errors
0
scanned_lines
1,921
weighted_findings
2.05
Dependencies (osv-scanner)ok
penalty
82
vulnerabilities
30
vulnerable_packages
13
vulns_critical
1
vulns_high
11
vulns_low
4
vulns_medium
14
vulns_unknown
0
CI workflows (zizmor)ok
findings
3
findings_high
2
findings_low
0
findings_medium
1
penalty
25.20
workflows
1
Security postureok
check:dependency_updates
no
check:lockfiles
yes
check:security_policy
no
check:signed_commits
no
signed_commit_share
1.9%
unpinned_manifests
0
Release downloadsok
binary_assets
0
signals
0
suspicious
0

Findings

1 critical15 high16 medium4 low

SeverityRuleLocationMessageTool
critical osv/GHSA-jqcg-44mw-7w3h package-lock.json [email protected] (npm) is affected by GHSA-jqcg-44mw-7w3h Dependencies (osv-scanner)
high opengrep/python.lang.best-practice.arbitrary-sleep data/refresh-referee-data.py:226 time.sleep() call; did you mean to leave this in? Lint
high zizmor/unpinned-uses .github/workflows/refresh-referee-data.yml:15 unpinned action reference [confidence high] CI workflows (zizmor)
high zizmor/unpinned-uses .github/workflows/refresh-referee-data.yml:17 unpinned action reference [confidence high] CI workflows (zizmor)
high opengrep/dockerfile.security.missing-user Dockerfile:41 By not specifying a USER, a program in the container may run as 'root'. This is a security hazard. If an attacker can control a process running as root, they may have control over the container. Ensure that the last USER in a Dockerfile... Static analysis (opengrep)
high osv/GHSA-27r3-jxmh-p828 package-lock.json [email protected] (npm) is affected by GHSA-27r3-jxmh-p828 Dependencies (osv-scanner)
high osv/GHSA-28wg-ghj8-5hjv package-lock.json [email protected] (npm) is affected by GHSA-28wg-ghj8-5hjv Dependencies (osv-scanner)
high osv/GHSA-2v37-7h3g-55p8 package-lock.json [email protected] (npm) is affected by GHSA-2v37-7h3g-55p8 Dependencies (osv-scanner)
high osv/GHSA-37ch-88jc-xwx2 package-lock.json [email protected] (npm) is affected by GHSA-37ch-88jc-xwx2 Dependencies (osv-scanner)
high osv/GHSA-587h-7wmj-h5pm package-lock.json [email protected] (npm) is affected by GHSA-587h-7wmj-h5pm Dependencies (osv-scanner)
high osv/GHSA-68fv-2mgg-jv7q package-lock.json [email protected] (npm) is affected by GHSA-68fv-2mgg-jv7q Dependencies (osv-scanner)
high osv/GHSA-6g55-p6wh-862q package-lock.json [email protected] (npm) is affected by GHSA-6g55-p6wh-862q Dependencies (osv-scanner)
high osv/GHSA-73wf-gq98-2v4g package-lock.json [email protected] (npm) is affected by GHSA-73wf-gq98-2v4g Dependencies (osv-scanner)
high osv/GHSA-c83g-rgw3-j3cx package-lock.json [email protected] (npm) is affected by GHSA-c83g-rgw3-j3cx Dependencies (osv-scanner)
high osv/GHSA-r28c-9q8g-f849 package-lock.json [email protected] (npm) is affected by GHSA-r28c-9q8g-f849 Dependencies (osv-scanner)
high osv/GHSA-xwg4-73v4-xw9w package-lock.json [email protected] (npm) is affected by GHSA-xwg4-73v4-xw9w Dependencies (osv-scanner)
medium zizmor/artipacked .github/workflows/refresh-referee-data.yml:15 credential persistence through GitHub Actions artifacts [confidence low] CI workflows (zizmor)
medium opengrep/python.lang.security.audit.dynamic-urllib-use-detected data/refresh-referee-data.py:205 Detected a dynamic value being used with urllib. urllib supports 'file://' schemes, so a dynamic value controlled by a malicious actor may allow them to read arbitrary files. Audit uses of urllib calls to ensure user data cannot control... Static analysis (opengrep)
medium osv/GHSA-4mjr-xmp4-gh2g package-lock.json [email protected] (npm) is affected by GHSA-4mjr-xmp4-gh2g Dependencies (osv-scanner)
medium osv/GHSA-4w7w-66w2-5vf9 package-lock.json [email protected] (npm) is affected by GHSA-4w7w-66w2-5vf9 Dependencies (osv-scanner)
medium osv/GHSA-67mh-4wv8-2f99 package-lock.json [email protected] (npm) is affected by GHSA-67mh-4wv8-2f99 Dependencies (osv-scanner)
medium osv/GHSA-698v-4r3x-3vcv package-lock.json [email protected] (npm) is affected by GHSA-698v-4r3x-3vcv Dependencies (osv-scanner)
medium osv/GHSA-6pq8-jhm2-2vcw package-lock.json [email protected] (npm) is affected by GHSA-6pq8-jhm2-2vcw Dependencies (osv-scanner)
medium osv/GHSA-fx2h-pf6j-xcff package-lock.json [email protected] (npm) is affected by GHSA-fx2h-pf6j-xcff Dependencies (osv-scanner)
medium osv/GHSA-fxqj-rqcc-2cmp package-lock.json [email protected] (npm) is affected by GHSA-fxqj-rqcc-2cmp Dependencies (osv-scanner)
medium osv/GHSA-q8mj-m7cp-5q26 package-lock.json [email protected] (npm) is affected by GHSA-q8mj-m7cp-5q26 Dependencies (osv-scanner)
medium osv/GHSA-qx2v-qp2m-jg93 package-lock.json [email protected] (npm) is affected by GHSA-qx2v-qp2m-jg93 Dependencies (osv-scanner)
medium osv/GHSA-r825-w8mm-5pxw package-lock.json [email protected] (npm) is affected by GHSA-r825-w8mm-5pxw Dependencies (osv-scanner)
medium osv/GHSA-rq7h-c2jc-7f22 package-lock.json [email protected] (npm) is affected by GHSA-rq7h-c2jc-7f22 Dependencies (osv-scanner)
medium osv/GHSA-v6wh-96g9-6wx3 package-lock.json [email protected] (npm) is affected by GHSA-v6wh-96g9-6wx3 Dependencies (osv-scanner)
medium osv/GHSA-w5vr-8v7q-w6rv package-lock.json [email protected] (npm) is affected by GHSA-w5vr-8v7q-w6rv Dependencies (osv-scanner)
medium osv/GHSA-x5fp-wj9c-mxmx package-lock.json [email protected] (npm) is affected by GHSA-x5fp-wj9c-mxmx Dependencies (osv-scanner)
low osv/GHSA-4x5r-pxfx-6jf8 package-lock.json @babel/[email protected] (npm) is affected by GHSA-4x5r-pxfx-6jf8 Dependencies (osv-scanner)
low osv/GHSA-9jrq-w75r-8gcw package-lock.json [email protected] (npm) is affected by GHSA-9jrq-w75r-8gcw Dependencies (osv-scanner)
low osv/GHSA-g7r4-m6w7-qqqr package-lock.json [email protected] (npm) is affected by GHSA-g7r4-m6w7-qqqr Dependencies (osv-scanner)
low osv/GHSA-v422-hmwv-36x6 package-lock.json [email protected] (npm) is affected by GHSA-v422-hmwv-36x6 Dependencies (osv-scanner)

Tools and coverage

Every analyzer that ran on this commit. A failed or skipped tool is a coverage gap: its share of the score is left out and the coverage figure drops.

AnalyzerPillarStatusVersionFindingsNote
AI tool configurationAI provenanceoksignatures-v10
Explicit AI attributionAI provenanceoksignatures-v10
Release velocityAI provenanceskipped—0
Coding styleAI provenanceok—0
Commit velocityAI provenanceokprov-40
Findings in AI-written linesAI provenanceokgit-blame0
Complexity (lizard)Code qualityoklizard 1.25.10
DocumentationCode qualityok—0
Duplication (jscpd)Code qualityokrepotrust-dup-w60
LintCode qualityokopengrep 1.33.1; rules f1d2b562b4141
Tests and CICode qualityok—0
Type safetyCode qualityok—0
CI workflows (zizmor)Securityokzizmor 1.32.03
Dependencies (osv-scanner)Securityokosv-scanner version: 2.7.130
Release downloadsSecurityok—0
Security postureSecurityok—0
Package registriesSecurityok—0
Static analysis (opengrep)Securityokopengrep 1.33.1; rules f1d2b562b4142
OpenSSF ScorecardSecurityskipped—0no published OpenSSF Scorecard result for this repo
Secrets (gitleaks)Securityokgitleaks 8.30.10

Score history

Scores from different scoring versions aren't directly comparable.

ScoredCommitScoringAI provenanceQualitySecurity
2026-11-14dd4938843543prov-5+qual-2+sec-273%4660
2026-11-14dd4938843543prov-4+qual-2+sec-273%4660

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Full text report

Scores

Unreviewed AI code risk: a large share of this code is explicitly AI-attributed, and its tests or review process are weak while quality or security scores are low.

Pillar Score Signal Confidence Coverage
AI provenance (estimated AI-generated share) 73 explicit 95% 100%
Code quality 46 poor 90% 100%
Security 60 weak 85% 100%

AI provenance

Explicit AI attribution on 73% of first-party code added; an estimated 73% including velocity signals.

  • Explicitly attributed share (lower bound): 72.6%
  • Unattributed share in AI-consistent velocity bursts: 0.0%
  • Estimated AI-generated share: 72.6%
AI tool Attributed commits Lines added
GitHub Copilot coding agent 62 2,026

Current source lines last changed by AI-attributed commits: 1,341 of 1,921.

Findings per 1,000 lines AI-attributed Other Ratio
Quality 0.0 1.724 0.0x
Security 0.0 1.724 0.0x
  • Stylometry index: 3.64 per 1,000 lines (narrated steps 2, placeholders 0, assistant phrasing 0, emoji 10). Reported as a signal, not scored.
Month Lines added Attributed to AI
2026-02 2,112 65%
2026-03 677 96%

Evidence

  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (8eaeea2105ff)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (518299b26e44)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (7c6ccd8a8f21)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (7cb99401091d)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (6fa894fa24c0)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (8120b78cbbe5)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (a3395e171e34)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (8b235f7fb413)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (715180184c23)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (139a84ee9536)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (8e5cea811b3e)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (3c2b3f42fb25)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (f879b01db1bc)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (746395f3644e)
  • GitHub Copilot coding agent: author copilot-swe-agent[bot] (c29c444a8638)

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 poor: test-to-source ratio 0.00, no CI test run detected; 15% of function code in complex or long functions; 10% duplicated lines. Weakest area: testing.

Area Score
Complexity (lizard) 64
Duplication 54
Code smells (Opengrep) 68
Tests and CI 15
Documentation 40
Type safety 46
Process (Scorecard review/maintenance) n/a
  • Functions: 96; mean complexity 2.6, 90th percentile 6; 1 complex and 1 long functions
  • Duplicated lines: 10.1% of 1,442 compared
  • Tests: 0 test lines for 1,921 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 weak: 30 known vulnerabilities in 13 dependencies; 1 high-severity SAST findings; 2 high-severity workflow issues. Weakest area: posture.

Area Score
Secrets (gitleaks, tree + history) 100
Static analysis (Opengrep) 69
Vulnerable dependencies (OSV) 26
CI workflows (zizmor) 66
Posture (policy, updates, signing, lockfiles) 0
OpenSSF Scorecard n/a
  • Known vulnerabilities: 30 in 13 packages (critical 1, high 11, medium 14, low 4)

  • Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits

Top findings

Severity Finding Location
critical osv/GHSA-jqcg-44mw-7w3h: [email protected] (npm) is affected by GHSA-jqcg-44mw-7w3h package-lock.json
high opengrep/dockerfile.security.missing-user: By not specifying a USER, a program in the container may run as 'root'. This is a security hazard. If an attacker can control a process running as root, they may have control over the container. Ensure that the last USER in a Dockerfile is a USER other than 'root'. [confidence medium] Dockerfile:41
high osv/GHSA-27r3-jxmh-p828: [email protected] (npm) is affected by GHSA-27r3-jxmh-p828 package-lock.json
high osv/GHSA-73wf-gq98-2v4g: [email protected] (npm) is affected by GHSA-73wf-gq98-2v4g package-lock.json
high osv/GHSA-c83g-rgw3-j3cx: [email protected] (npm) is affected by GHSA-c83g-rgw3-j3cx package-lock.json
high osv/GHSA-28wg-ghj8-5hjv: [email protected] (npm) is affected by GHSA-28wg-ghj8-5hjv package-lock.json
high osv/GHSA-2v37-7h3g-55p8: [email protected] (npm) is affected by GHSA-2v37-7h3g-55p8 package-lock.json
high osv/GHSA-xwg4-73v4-xw9w: [email protected] (npm) is affected by GHSA-xwg4-73v4-xw9w package-lock.json
high osv/GHSA-37ch-88jc-xwx2: [email protected] (npm) is affected by GHSA-37ch-88jc-xwx2 package-lock.json
high osv/GHSA-6g55-p6wh-862q: [email protected] (npm) is affected by GHSA-6g55-p6wh-862q package-lock.json
high osv/GHSA-r28c-9q8g-f849: [email protected] (npm) is affected by GHSA-r28c-9q8g-f849 package-lock.json
high osv/GHSA-68fv-2mgg-jv7q: [email protected] (npm) is affected by GHSA-68fv-2mgg-jv7q package-lock.json
high osv/GHSA-587h-7wmj-h5pm: [email protected] (npm) is affected by GHSA-587h-7wmj-h5pm package-lock.json
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/refresh-referee-data.yml:15
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/refresh-referee-data.yml:17
medium opengrep/python.lang.security.audit.dynamic-urllib-use-detected: Detected a dynamic value being used with urllib. urllib supports 'file://' schemes, so a dynamic value controlled by a malicious actor may allow them to read arbitrary files. Audit uses of urllib calls to ensure user data cannot control the URLs, or consider using the 'requests' library instead. [confidence low] data/refresh-referee-data.py:205
medium osv/GHSA-w5vr-8v7q-w6rv: [email protected] (npm) is affected by GHSA-w5vr-8v7q-w6rv package-lock.json
medium osv/GHSA-67mh-4wv8-2f99: [email protected] (npm) is affected by GHSA-67mh-4wv8-2f99 package-lock.json
medium osv/GHSA-fxqj-rqcc-2cmp: [email protected] (npm) is affected by GHSA-fxqj-rqcc-2cmp package-lock.json
medium osv/GHSA-qx2v-qp2m-jg93: [email protected] (npm) is affected by GHSA-qx2v-qp2m-jg93 package-lock.json
medium osv/GHSA-4mjr-xmp4-gh2g: [email protected] (npm) is affected by GHSA-4mjr-xmp4-gh2g package-lock.json
medium osv/GHSA-6pq8-jhm2-2vcw: [email protected] (npm) is affected by GHSA-6pq8-jhm2-2vcw package-lock.json
medium osv/GHSA-q8mj-m7cp-5q26: [email protected] (npm) is affected by GHSA-q8mj-m7cp-5q26 package-lock.json
medium osv/GHSA-x5fp-wj9c-mxmx: [email protected] (npm) is affected by GHSA-x5fp-wj9c-mxmx package-lock.json
medium osv/GHSA-4w7w-66w2-5vf9: [email protected] (npm) is affected by GHSA-4w7w-66w2-5vf9 package-lock.json

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.

Repository profile

  • Source lines: 1,921; test lines: 0
Language Lines
TypeScript 1,462
Python 459