Leaderboard github.com
villepekkaa/monkey-pygame
Simple Python game using a pygame module
AI provenance
0%
none-detected
- Confidence
- 49%
- Coverage
- 100%
Estimated share of AI-generated code. Explicit attribution is a lower bound.
Code quality
38/100
poor
- Confidence
- 90%
- Coverage
- 100%
Complexity, duplication, lint density, tests, CI, docs and review process.
Security
75/100
adequate
- 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 pace0
- Coding-style index (1.0+ means possible)0.00
Lines added per month all AI-attributed share
- 2025-01240 · 0% AI
- 2025-020 · 0% AI
- 2025-040 · 0% AI
- 2026-06256 · 0% AI
- 2026-070 · 0% AI
- 2026-080 · 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
- 36
- effective_loc
- 496
- tools_detected
- 0
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
- 64
- measured_loc
- 496
- median_loc_per_hour
- 60.76
- pr_timed_units
- 0
- pre_ai_era_burst_loc
- 0
- pre_ai_era_bursts
- 0
- pre_ai_era_measured_loc
- 0
- work_units
- 2
Release velocityok
- flagged_releases
- 0
- max_loc_per_day
- 0.50
- releases
- 6
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
- 257
- per_kloc:assistant_voice
- 0
- per_kloc:emoji_in_code
- 0
- per_kloc:narrated_steps
- 0
- per_kloc:placeholder
- 0
Code quality
38 poor
Code quality is poor: test-to-source ratio 0.00, no CI test run detected; 53% of function code in complex or long functions; 6% duplicated lines. Weakest area: testing.
How the score is built
- Complexity21
- Duplication71
- Lint and smells61
- Tests and CI15
- Documentation45
- Type safety40
- Review processnot measured
Evidence by analyzer
Complexity (lizard)ok1 item
- complex_functions
- 1
- function_nloc
- 158
- functions
- 5
- long_functions
- 0
- many_param_functions
- 0
- mean_ccn
- 9.40
- p90_ccn
- 25
- risky_nloc_share
- 52.5%
Duplication (jscpd)ok1 item
- compared_lines
- 207
- duplicated_lines
- 12
- duplicated_share
- 5.8%
- files
- 1
Lintok
- category:best-practice
- 2
- findings
- 2
- scanned_lines
- 257
- weighted_findings
- 2
Tests and CIok2 items
- CI config: .github/workflows/build-and-release.yml
.github/workflows/build-and-release.yml - CI config: .github/workflows/codeql.yml
.github/workflows/codeql.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
- 2
- cochange_commits
- 5
- cochange_share
- 0.0%
- source_lines
- 257
- test_lines
- 0
- test_ratio
- 0
Documentationok2 items
- README.md
README.md - LICENSE.txt
LICENSE.txt
- check:changelog
- no
- check:contributing
- no
- check:license
- yes
- check:readme
- no
- readme_lines
- 10
Type safetyok
- check:low_escape_density
- yes
- check:strict_config
- no
- escapes
- 0
- escapes_per_kloc
- 0
Security
75 adequate
Security posture is adequate: 1 high-severity SAST findings; 2 high-severity workflow issues. Weakest area: posture.
How the score is built
- Secrets100
- Static analysis (SAST)53
- Vulnerable dependencies100
- CI workflows64
- Security posture20
- OpenSSF Scorecardnot measured
Evidence by analyzer
OpenSSF Scorecardskipped
no published OpenSSF Scorecard result for this repo
Package registriesok
- checked
- 2
- declared
- 2
- 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
- 1
- findings_high
- 1
- findings_low
- 0
- findings_medium
- 0
- parse_errors
- 0
- scanned_lines
- 257
- weighted_findings
- 1.80
Dependencies (osv-scanner)ok
- penalty
- 0
- vulnerabilities
- 0
- vulnerable_packages
- 0
- vulns_critical
- 0
- vulns_high
- 0
- vulns_low
- 0
- vulns_medium
- 0
- vulns_unknown
- 0
CI workflows (zizmor)ok
- findings
- 5
- findings_high
- 2
- findings_low
- 1
- findings_medium
- 2
- penalty
- 26.40
- workflows
- 2
Security postureok
- check:dependency_updates
- no
- check:lockfiles
- yes
- check:security_policy
- no
- check:signed_commits
- yes
- signed_commit_share
- 55.6%
- unpinned_manifests
- 0
Release downloadsok2 items
- binary_assets
- 2
- signals
- 1
- suspicious
- 0
Findings
3 high4 medium1 info
8 findings
| Severity | Rule | Location | Message | Tool |
|---|---|---|---|---|
| high | zizmor/unpinned-uses |
.github/workflows/codeql.yml:25 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | zizmor/unpinned-uses |
.github/workflows/codeql.yml:31 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | opengrep/dockerfile.security.missing-user |
Dockerfile:12 | 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) |
| medium | opengrep/python.lang.best-practice.unspecified-open-encoding |
main.py:225 | Missing 'encoding' parameter. 'open()' uses device locale encodings by default, corrupting files with special characters. Specify the encoding to ensure cross-platform support when opening files in text mode (e.g. encoding="utf-8"). | Lint |
| medium | opengrep/python.lang.best-practice.unspecified-open-encoding |
main.py:36 | Missing 'encoding' parameter. 'open()' uses device locale encodings by default, corrupting files with special characters. Specify the encoding to ensure cross-platform support when opening files in text mode (e.g. encoding="utf-8"). | Lint |
| medium | zizmor/artipacked |
.github/workflows/build-and-release.yml:16 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| medium | zizmor/artipacked |
.github/workflows/codeql.yml:21 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| info | zizmor/superfluous-actions |
.github/workflows/build-and-release.yml:35 | action functionality is already included by the runner [confidence high] | CI workflows (zizmor) |
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 | ok | prov-4 | 0 | |
| Coding style | AI provenance | ok | — | 0 | |
| Commit velocity | AI provenance | ok | prov-4 | 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 | 2 | |
| Tests and CI | Code quality | ok | — | 0 | |
| Type safety | Code quality | ok | — | 0 | |
| CI workflows (zizmor) | Security | ok | zizmor 1.32.0 | 5 | |
| Dependencies (osv-scanner) | Security | ok | osv-scanner version: 2.7.1 | 0 | |
| Release downloads | Security | ok | — | 0 | |
| Security posture | Security | ok | — | 0 | |
| Package registries | Security | ok | — | 0 | |
| Static analysis (opengrep) | Security | ok | opengrep 1.33.1; rules f1d2b562b414 | 1 | |
| OpenSSF Scorecard | Security | skipped | — | 0 | no published OpenSSF Scorecard result for this repo |
| Secrets (gitleaks) | Security | ok | gitleaks 8.30.1 | 0 |
Score history
Scores from different scoring versions aren't directly comparable.
| Scored | Commit | Scoring | AI provenance | Quality | Security |
|---|---|---|---|---|---|
| 2026-11-14 | ee6d171558df | prov-5+qual-2+sec-2 | 0% | 38 | 75 |
| 2026-11-14 | ee6d171558df | prov-4+qual-2+sec-2 | 0% | 38 | 75 |
Full text report
- Repository: https://github.com/villepekkaa/monkey-pygame
- Commit:
ee6d171558dfdaa500c3f41cdb6386b9aca0fc98 - Generated: 2026-11-14T14:52:08+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 | 49% | 100% |
| Code quality | 38 | poor | 90% | 100% |
| Security | 75 | adequate | 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 |
|---|---|---|
| 2025-01 | 240 | 0% |
| 2026-06 | 256 | 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 poor: test-to-source ratio 0.00, no CI test run detected; 53% of function code in complex or long functions; 6% duplicated lines. Weakest area: testing.
| Area | Score |
|---|---|
| Complexity (lizard) | 21 |
| Duplication | 71 |
| Code smells (Opengrep) | 61 |
| Tests and CI | 15 |
| Documentation | 45 |
| Type safety | 40 |
| Process (Scorecard review/maintenance) | n/a |
- Functions: 5; mean complexity 9.4, 90th percentile 25; 1 complex and 0 long functions
- Duplicated lines: 5.8% of 207 compared
- Tests: 0 test lines for 257 source lines (ratio 0.00); CI test commands: none detected; 0% of recent source commits also change tests
- Docs missing or thin: readme, contributing, changelog
Most complex functions:
Security
Security posture is adequate: 1 high-severity SAST findings; 2 high-severity workflow issues. Weakest area: posture.
| Area | Score |
|---|---|
| Secrets (gitleaks, tree + history) | 100 |
| Static analysis (Opengrep) | 53 |
| Vulnerable dependencies (OSV) | 100 |
| CI workflows (zizmor) | 64 |
| Posture (policy, updates, signing, lockfiles) | 20 |
| OpenSSF Scorecard | n/a |
- Posture checks passed: signed commits, lockfiles; missing: security policy, dependency updates
Top findings
| Severity | Finding | Location |
|---|---|---|
| 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:12 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/codeql.yml:25 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/codeql.yml:31 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/build-and-release.yml:16 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/codeql.yml:21 |
| info | zizmor/superfluous-actions: action functionality is already included by the runner [confidence high] |
.github/workflows/build-and-release.yml:35 |
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 v1.6.0 ships main.exe (2 downloads)
- binary-release-asset: release v.1.0.5 ships main.exe (1 downloads)
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: 257; test lines: 0
| Language | Lines |
|---|---|
| Python | 257 |