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code-yeongyu/go-claude-code-comment-checker

Multi-language comment detection hook for Claude Code. 100% vibe coded by Claude Opus 4.5.

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  • ★ 25
  • commit 311565fc9380
  • scored 2026-11-13
  • scoring prov-4+qual-2+sec-2

AI provenance

0%

possible

Confidence
54%
Coverage
100%

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

Code quality

74/100

adequate

Confidence
90%
Coverage
100%

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

Security

62/100

weak

Confidence
85%
Coverage
100%

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

Scores

Pillar Score Signal Confidence Coverage
AI provenance (estimated AI-generated share) 0 possible 54% 100%
Code quality 74 adequate 90% 100%
Security 62 weak 85% 100%

AI provenance

Weak signals consistent with AI-assisted development.

  • Explicitly attributed share (lower bound): 0.0%

  • Unattributed share in AI-consistent velocity bursts: 34.9%

  • Estimated AI-generated share: 0.0%

  • AI tooling configured in repo: generic-agent

  • Stylometry index: 0.65 per 1,000 lines (narrated steps 0, placeholders 0, assistant phrasing 0, emoji 4). Reported as a signal, not scored.

Month Lines added Attributed to AI
2025-11 2,259 0%
2025-12 906 0%
2026-05 3,220 0%
2026-09 471 0%

Evidence

  • AGENTS.md (generic-agent configuration) (AGENTS.md)
  • 2,396 lines of first-party code in ~4.0h (598 lines/hour, 2 commit session) (b3640433b08b)

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 adequate: test-to-source ratio 1.02, CI runs tests; 24% of function code in complex or long functions; 7% duplicated lines. Weakest area: complexity.

Area Score
Complexity (lizard) 49
Duplication 67
Code smells (Opengrep) 80
Tests and CI 100
Documentation 65
Type safety n/a
Process (Scorecard review/maintenance) n/a
  • Functions: 114; mean complexity 3.8, 90th percentile 8; 5 complex and 1 long functions
  • Duplicated lines: 6.6% of 2,189 compared
  • Tests: 3,115 test lines for 3,059 source lines (ratio 1.02); CI test commands: go test, cargo test; 59% of recent source commits also change tests
  • Docs missing or thin: contributing, changelog

Most complex functions:

Security

Security posture is weak: 27 known vulnerabilities in 12 dependencies; 31 high-severity workflow issues. Weakest area: posture.

Area Score
Secrets (gitleaks, tree + history) 100
Static analysis (Opengrep) 100
Vulnerable dependencies (OSV) 55
CI workflows (zizmor) 0
Posture (policy, updates, signing, lockfiles) 0
OpenSSF Scorecard n/a
  • Known vulnerabilities: 27 in 12 packages (critical 0, high 0, medium 3, low 2)

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

Top findings

Severity Finding Location
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/ci.yml:17
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/ci.yml:25
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/ci.yml:55
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/ci.yml:79
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/ci.yml:82
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/macos-signing-canary.yml:23
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/macos-signing-canary.yml:54
high zizmor/excessive-permissions: overly broad permissions [confidence high] .github/workflows/release.yml:9
high zizmor/excessive-permissions: overly broad permissions [confidence high] .github/workflows/release.yml:10
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:132
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:143
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:228
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:229
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:237
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:311
high zizmor/template-injection: code injection via template expansion [confidence high] .github/workflows/release.yml:316
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:20
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:33
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:104
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:150
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:159
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:162
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:173
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:211
high zizmor/unpinned-uses: unpinned action reference [confidence high] .github/workflows/release.yml:214

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: 3,059; test lines: 3,115
Language Lines
Go 2,782
Rust 2,366
JavaScript 771
Shell 255

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