Leaderboard github.com
faizfahmi77/ScanDot
Experimental Android 3D scanning and point-cloud viewer
AI provenance
0%
none-detected
- Confidence
- 41%
- Coverage
- 100%
Estimated share of AI-generated code. Explicit attribution is a lower bound.
Code quality
76/100
adequate
- Confidence
- 90%
- Coverage
- 100%
Complexity, duplication, lint density, tests, CI, docs and review process.
Security
65/100
weak
- Confidence
- 85%
- Coverage
- 100%
Secrets, static analysis, vulnerable dependencies, CI and supply-chain posture.
AI provenance
0% none-detected
No AI attribution or AI-consistent velocity signals detected.
How the score is built
- Explicitly attributed share0%
- Unattributed share in AI-pace bursts0%
- Estimated AI-generated share0%
- AI tool configuration files0
- Work sessions at AI pace0
- Releases at AI pacenot measured
- Coding-style index (1.0+ means possible)0.00
Lines added per month all AI-attributed share
- 2026-115,842 · 0% AI
Evidence by analyzer
Explicit AI attributionok
- attributed_commit_share
- 0.0%
- attributed_commits
- 0
- attributed_loc
- 0
- attributed_loc_share
- 0.0%
- commits
- 5
- effective_loc
- 5,842
- tools_detected
- 0
AI tool configurationok
- artifacts
- 0
- tools_configured
- 0
- workflow_agents
- 0
Commit velocityok
- excluded_import_loc
- 5,788
- flagged_loc
- 0
- flagged_loc_share
- 0.0%
- flagged_units
- 0
- max_loc_per_hour
- 13.07
- measured_loc
- 54
- median_loc_per_hour
- 0
- pr_timed_units
- 0
- pre_ai_era_burst_loc
- 0
- pre_ai_era_bursts
- 0
- pre_ai_era_measured_loc
- 0
- work_units
- 1
Release velocityskipped
Coding styleok
- count:assistant_voice
- 0
- count:emoji_in_code
- 0
- count:narrated_steps
- 0
- count:placeholder
- 0
- files:assistant_voice
- 0
- files:emoji_in_code
- 0
- files:narrated_steps
- 0
- files:placeholder
- 0
- index
- 0
- lines_scanned
- 2,831
- per_kloc:assistant_voice
- 0
- per_kloc:emoji_in_code
- 0
- per_kloc:narrated_steps
- 0
- per_kloc:placeholder
- 0
Code quality
76 adequate
Code quality is adequate: test-to-source ratio 0.40, CI runs tests; 37% of function code in complex or long functions; 0% duplicated lines. Weakest area: complexity.
How the score is built
- Complexity33
- Duplication100
- Lint and smells100
- Tests and CI85
- Documentation80
- Type safety40
- Review processnot measured
Evidence by analyzer
Complexity (lizard)ok9 items
- onDrawFrame in android-app/app/src/main/java/com/roomscan/app/OnDeviceCaptureActivity.kt: complexity 47, 80 lines
- integrate in android-app/app/src/main/java/com/roomscan/app/DepthFusion.kt: complexity 36, 84 lines
- startSession in android-app/app/src/main/java/com/roomscan/app/OnDeviceCaptureActivity.kt: complexity 35, 83 lines
- reconstruct in processing/benchmark.py: complexity 28, 94 lines
- read_sample in tools/render-preview.py: complexity 24, 50 lines
- ply_vertex_count in processing/benchmark.py: complexity 23, 39 lines
- main in processing/densify.py: complexity 23, 75 lines
- (anonymous) in android-app/app/src/main/java/com/roomscan/app/MainActivity.kt: complexity 16, 41 lines
- main in android-app/tools/check_cloud_gl.py: complexity 16, 166 lines
- complex_functions
- 9
- function_nloc
- 1,947
- functions
- 163
- long_functions
- 1
- many_param_functions
- 1
- mean_ccn
- 3.96
- p90_ccn
- 8
- risky_nloc_share
- 36.6%
Duplication (jscpd)ok
- compared_lines
- 2,129
- duplicated_lines
- 0
- duplicated_share
- 0.0%
- files
- 27
Lintok
- findings
- 0
- scanned_lines
- 2,743
- weighted_findings
- 0
Tests and CIok2 items
- CI config: .github/workflows/ci.yml
.github/workflows/ci.yml - CI runs tests (unittest)
- check:ci_present
- yes
- check:ci_runs_lint
- no
- check:ci_runs_tests
- yes
- check:has_tests
- yes
- check:test_ratio
- no
- check:tests_cochange
- yes
- ci_files
- 1
- cochange_commits
- 2
- cochange_share
- 100.0%
- source_lines
- 2,831
- test_lines
- 1,142
- test_ratio
- 0.40
Documentationok3 items
- README.md
README.md - LICENSE
LICENSE - CONTRIBUTING.md
CONTRIBUTING.md
- check:changelog
- no
- check:contributing
- yes
- check:license
- yes
- check:readme
- yes
- readme_lines
- 39
Type safetyok
- check:low_escape_density
- yes
- check:strict_config
- no
- escapes
- 5
- escapes_per_kloc
- 5
Security
65 weak
Security posture is weak: 7 high-severity SAST findings. Weakest area: posture.
How the score is built
- Secrets100
- Static analysis (SAST)32
- Vulnerable dependenciesnot measured
- CI workflows96
- Security posture0
- OpenSSF Scorecardnot measured
Evidence by analyzer
OpenSSF Scorecardskipped
no published OpenSSF Scorecard result for this repo
Package registriesskipped
no registry dependencies declared
Secrets (gitleaks)ok
- secrets_current
- 0
- secrets_history
- 0
- secrets_low_confidence
- 0
- secrets_nonprod
- 0
Static analysis (opengrep)ok
- findings
- 8
- findings_high
- 7
- findings_low
- 0
- findings_medium
- 1
- parse_errors
- 0
- scanned_lines
- 2,743
- weighted_findings
- 9
Dependencies (osv-scanner)skipped
CI workflows (zizmor)ok
- findings
- 2
- findings_high
- 0
- findings_low
- 0
- findings_medium
- 2
- penalty
- 2.40
- workflows
- 1
Security postureok
- check:dependency_updates
- no
- check:lockfiles
- yes
- check:security_policy
- no
- check:signed_commits
- no
- signed_commit_share
- 0.0%
- unpinned_manifests
- 0
Release downloadsok2 items
- release v0.3.0-preview.1 ships ScanDot-v0.3.0-preview.1-debug.apk (18 downloads)
- 466 stars in 1 days (320/day)
- binary_assets
- 1
- signals
- 2
- suspicious
- 0
Findings
7 high3 medium
10 findings
| Severity | Rule | Location | Message | Tool |
|---|---|---|---|---|
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit |
android-app/tools/check_cloud_gl.py:38 | Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external... | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args |
android-app/tools/check_cloud_gl.py:38 | Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit |
android-app/tools/check_cloud_gl.py:41 | Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external... | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args |
android-app/tools/check_cloud_gl.py:41 | Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit |
processing/benchmark.py:111 | Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external... | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit |
processing/densify.py:68 | Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external... | Static analysis (opengrep) |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args |
processing/densify.py:68 | Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] | Static analysis (opengrep) |
| medium | zizmor/artipacked |
.github/workflows/ci.yml:21 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| medium | zizmor/artipacked |
.github/workflows/ci.yml:34 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| medium | opengrep/java.android.security.exported_activity |
android-app/app/src/main/AndroidManifest.xml:8 | The application exports an activity. Any application on the device can launch the exported activity which may compromise the integrity of your application or its data. Ensure that any exported activities do not have privileged access... | Static analysis (opengrep) |
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.
| Analyzer | Pillar | Status | Version | Findings | Note |
|---|---|---|---|---|---|
| AI tool configuration | AI provenance | ok | signatures-v1 | 0 | |
| Explicit AI attribution | AI provenance | ok | signatures-v1 | 0 | |
| Release velocity | AI provenance | skipped | — | 0 | |
| Coding style | AI provenance | ok | — | 0 | |
| Commit velocity | AI provenance | ok | prov-5 | 0 | |
| Complexity (lizard) | Code quality | ok | lizard 1.25.1 | 0 | |
| Documentation | Code quality | ok | — | 0 | |
| Duplication (jscpd) | Code quality | ok | repotrust-dup-w6 | 0 | |
| Lint | Code quality | ok | opengrep 1.33.1; rules f1d2b562b414 | 0 | |
| Tests and CI | Code quality | ok | — | 0 | |
| Type safety | Code quality | ok | — | 0 | |
| CI workflows (zizmor) | Security | ok | zizmor 1.32.0 | 2 | |
| Dependencies (osv-scanner) | Security | skipped | — | 0 | |
| Release downloads | Security | ok | — | 0 | |
| Security posture | Security | ok | — | 0 | |
| Package registries | Security | skipped | — | 0 | no registry dependencies declared |
| Static analysis (opengrep) | Security | ok | opengrep 1.33.1; rules f1d2b562b414 | 8 | |
| OpenSSF Scorecard | Security | skipped | — | 0 | no published OpenSSF Scorecard result for this repo |
| Secrets (gitleaks) | Security | ok | gitleaks 8.30.1 | 0 |
Score history
| Scored | Commit | Scoring | AI provenance | Quality | Security |
|---|---|---|---|---|---|
| 2026-11-14 | dbd6f4e3c616 | prov-5+qual-2+sec-2 | 0% | 76 | 65 |
Full text report
- Repository: https://github.com/faizfahmi77/ScanDot
- Commit:
dbd6f4e3c616a565685b4353ae71b16bdf49ba3b - Generated: 2026-11-14T15:04:01+00:00
- Scorer 0.1.0, scoring prov-5+qual-2+sec-2, report schema v2
Scores
| Pillar | Score | Signal | Confidence | Coverage |
|---|---|---|---|---|
| AI provenance (estimated AI-generated share) | 0 | none-detected | 41% | 100% |
| Code quality | 76 | adequate | 90% | 100% |
| Security | 65 | weak | 85% | 100% |
AI provenance
No AI attribution or AI-consistent velocity signals detected.
- Explicitly attributed share (lower bound): 0.0%
- Unattributed share in AI-consistent velocity bursts: 0.0%
- Estimated AI-generated share: 0.0%
| Month | Lines added | Attributed to AI |
|---|---|---|
| 2026-11 | 5,842 | 0% |
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 0.40, CI runs tests; 37% of function code in complex or long functions; 0% duplicated lines. Weakest area: complexity.
| Area | Score |
|---|---|
| Complexity (lizard) | 33 |
| Duplication | 100 |
| Code smells (Opengrep) | 100 |
| Tests and CI | 85 |
| Documentation | 80 |
| Type safety | 40 |
| Process (Scorecard review/maintenance) | n/a |
- Functions: 163; mean complexity 4.0, 90th percentile 8; 9 complex and 1 long functions
- Duplicated lines: 0.0% of 2,129 compared
- Tests: 1,142 test lines for 2,831 source lines (ratio 0.40); CI test commands: unittest; 100% of recent source commits also change tests
- Docs missing or thin: changelog
Most complex functions:
- onDrawFrame in android-app/app/src/main/java/com/roomscan/app/OnDeviceCaptureActivity.kt: complexity 47, 80 lines
- integrate in android-app/app/src/main/java/com/roomscan/app/DepthFusion.kt: complexity 36, 84 lines
- startSession in android-app/app/src/main/java/com/roomscan/app/OnDeviceCaptureActivity.kt: complexity 35, 83 lines
- reconstruct in processing/benchmark.py: complexity 28, 94 lines
- read_sample in tools/render-preview.py: complexity 24, 50 lines
Security
Security posture is weak: 7 high-severity SAST findings. Weakest area: posture.
| Area | Score |
|---|---|
| Secrets (gitleaks, tree + history) | 100 |
| Static analysis (Opengrep) | 32 |
| Vulnerable dependencies (OSV) | n/a |
| CI workflows (zizmor) | 96 |
| Posture (policy, updates, signing, lockfiles) | 0 |
| OpenSSF Scorecard | n/a |
- Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits
Top findings
| Severity | Finding | Location |
|---|---|---|
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit: Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external resource. You may consider using 'shlex.escape()'. [confidence low] |
android-app/tools/check_cloud_gl.py:38 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args: Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] |
android-app/tools/check_cloud_gl.py:38 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit: Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external resource. You may consider using 'shlex.escape()'. [confidence low] |
android-app/tools/check_cloud_gl.py:41 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args: Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] |
android-app/tools/check_cloud_gl.py:41 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit: Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external resource. You may consider using 'shlex.escape()'. [confidence low] |
processing/benchmark.py:111 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-audit: Detected subprocess function 'run' without a static string. If this data can be controlled by a malicious actor, it may be an instance of command injection. Audit the use of this call to ensure it is not controllable by an external resource. You may consider using 'shlex.escape()'. [confidence low] |
processing/densify.py:68 |
| high | opengrep/python.lang.security.audit.dangerous-subprocess-use-tainted-env-args: Detected subprocess function 'run' with user controlled data. A malicious actor could leverage this to perform command injection. You may consider using 'shlex.quote()'. [confidence medium] |
processing/densify.py:68 |
| medium | opengrep/java.android.security.exported_activity: The application exports an activity. Any application on the device can launch the exported activity which may compromise the integrity of your application or its data. Ensure that any exported activities do not have privileged access to your application's control plane. [confidence medium] |
android-app/app/src/main/AndroidManifest.xml:8 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/ci.yml:21 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/ci.yml:34 |
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
- binary-release-asset: release v0.3.0-preview.1 ships ScanDot-v0.3.0-preview.1-debug.apk (18 downloads)
- star-burst: 466 stars in 1 days (320/day)
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: 2,831; test lines: 1,142
| Language | Lines |
|---|---|
| Kotlin | 2,626 |
| Python | 1,226 |
| PowerShell | 88 |
| Java | 33 |