Leaderboard github.com
BeanYa/csanno
AI provenance
95%
explicit
- Confidence
- 87%
- Coverage
- 100%
Estimated share of AI-generated code. Explicit attribution is a lower bound.
Code quality
80/100
adequate
- Confidence
- 90%
- Coverage
- 100%
Complexity, duplication, lint density, tests, CI, docs and review process.
Security
69/100
weak
- Confidence
- 85%
- Coverage
- 100%
Secrets, static analysis, vulnerable dependencies, CI and supply-chain posture.
AI provenance
95% explicit
Explicit AI attribution on 95% of first-party code added; an estimated 95% including velocity signals.
How the score is built
- Explicitly attributed share95%
- Unattributed share in AI-pace bursts0%
- Estimated AI-generated share95%
- AI tool configuration files3
- Work sessions at AI pace1
- Releases at AI pace0
- Coding-style index (1.0+ means possible)0.00
Attributed AI tools
| Tool | Commits | Lines added | First seen | Last seen |
|---|---|---|---|---|
| Claude Code | 64 | 11,131 | 2026-01-20 | 2026-02-02 |
Lines added per month all AI-attributed share
- 2026-0110,586 · 94% AI
- 2026-021,165 · 100% AI
Findings in AI-attributed lines vs the rest
From git blame: 2,699 lines trace to AI-attributed commits, 0 to others. Too few lines in one group for a fair comparison. Reported, not scored.
| Findings per 1,000 lines | AI-attributed | Other | Ratio |
|---|---|---|---|
| Code quality | 0.00 | — | — |
| Security | 0.00 | — | — |
Evidence by analyzer
Explicit AI attributionok26 items
- Claude Code: 64 attributed commits, 11,131 lines added
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: trailer 'Co-Authored-By: Claude'
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: author Claude
- Claude Code: committer Claude
- attributed_commit_share
- 95.5%
- attributed_commits
- 64
- attributed_loc
- 11,131
- attributed_loc_share
- 94.7%
- commits
- 67
- effective_loc
- 11,751
- tools_detected
- 1
AI tool configurationok3 items
- .claude/settings.local.json (claude-code configuration)
- CLAUDE.md (claude-code configuration)
- AGENTS.md (generic-agent configuration)
- artifacts
- 3
- earliest_adoption
- 2026-01-20
- tools_configured
- 2
- workflow_agents
- 0
Commit velocityok1 item
- excluded_import_loc
- 0
- flagged_loc
- 4,061
- flagged_loc_share
- 34.6%
- flagged_units
- 1
- max_loc_per_hour
- 944.78
- measured_loc
- 11,751
- median_loc_per_hour
- 155
- pr_timed_units
- 0
- pre_ai_era_burst_loc
- 0
- pre_ai_era_bursts
- 0
- pre_ai_era_measured_loc
- 0
- work_units
- 16
Release velocityok
- flagged_releases
- 0
- max_loc_per_day
- 3,803.60
- releases
- 4
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
- 2,699
- per_kloc:assistant_voice
- 0
- per_kloc:emoji_in_code
- 0
- per_kloc:narrated_steps
- 0
- per_kloc:placeholder
- 0
Findings in AI-written linesok
- ai_lines
- 2,699
- blame_failures
- 0
- files_blamed
- 28
- other_lines
- 0
- quality:ai_findings
- 0
- quality:ai_per_kloc
- 0
- quality:other_findings
- 0
- security:ai_findings
- 0
- security:ai_per_kloc
- 0
- security:other_findings
- 0
Code quality
80 adequate
Code quality is adequate: test-to-source ratio 1.29, CI runs tests; 13% of function code in complex or long functions; 9% duplicated lines. Weakest area: duplication.
How the score is built
- Complexity67
- Duplication57
- Lint and smells100
- Tests and CI90
- Documentation80
- Type safetynot measured
- Review processnot measured
Evidence by analyzer
Complexity (lizard)ok2 items
- InterceptorGenerator::TryGetProxyInfo in src/Csanno.Generator/InterceptorGenerator.cs: complexity 17, 113 lines
- InterceptorGenerator::TryGetInterceptorInfo in src/Csanno.Generator/InterceptorGenerator.cs: complexity 17, 76 lines
- complex_functions
- 2
- function_nloc
- 1,437
- functions
- 64
- long_functions
- 1
- many_param_functions
- 0
- mean_ccn
- 3.39
- p90_ccn
- 8
- risky_nloc_share
- 13.2%
Duplication (jscpd)ok4 items
- 6+ duplicated lines: src/Csanno.Generator/Emit/ProxyEmitter.cs:276 and src/Csanno.Generator/Emit/ProxyEmitter.cs:329
- 6+ duplicated lines: src/Csanno.Generator/Emit/RegistrationEmitter.cs:79 and src/Csanno.Generator/InterceptorGenerator.cs:470
- 6+ duplicated lines: src/Csanno.Generator/Models/ComponentInfo.cs:22 and src/Internal/InstanceLifetime.cs:4
- 6+ duplicated lines: src/RegistrationExtensions.cs:74 and src/RegistrationExtensions.cs:215
- compared_lines
- 1,725
- duplicated_lines
- 160
- duplicated_share
- 9.3%
- files
- 28
Lintok
- findings
- 0
- scanned_lines
- 2,699
- weighted_findings
- 0
Tests and CIok3 items
- CI config: .github/workflows/build-test.yml
.github/workflows/build-test.yml - CI config: .github/workflows/publish.yml
.github/workflows/publish.yml - CI runs tests (dotnet test)
- check:ci_present
- yes
- check:ci_runs_lint
- no
- check:ci_runs_tests
- yes
- check:has_tests
- yes
- check:test_ratio
- yes
- check:tests_cochange
- yes
- ci_files
- 2
- cochange_commits
- 16
- cochange_share
- 93.8%
- source_lines
- 2,699
- test_lines
- 3,479
- test_ratio
- 1.29
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
- 427
Type safetyskipped
Security
69 weak
Security posture is weak: 7 high-severity workflow issues. Weakest area: posture.
How the score is built
- Secrets100
- Static analysis (SAST)100
- Vulnerable dependenciesnot measured
- CI workflows23
- 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
- 0
- findings_high
- 0
- findings_low
- 0
- findings_medium
- 0
- parse_errors
- 0
- scanned_lines
- 2,699
- weighted_findings
- 0
Dependencies (osv-scanner)skipped
CI workflows (zizmor)ok
- findings
- 13
- findings_high
- 7
- findings_low
- 3
- findings_medium
- 3
- penalty
- 88.80
- workflows
- 2
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 downloadsok
- binary_assets
- 0
- signals
- 0
- suspicious
- 0
Findings
7 high3 medium3 info
| Severity | Rule | Location | Message | Tool |
|---|---|---|---|---|
| high | zizmor/unpinned-uses |
.github/workflows/build-test.yml:12 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | zizmor/unpinned-uses |
.github/workflows/build-test.yml:15 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | zizmor/unpinned-uses |
.github/workflows/publish.yml:22 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | zizmor/unpinned-uses |
.github/workflows/publish.yml:25 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| high | zizmor/template-injection |
.github/workflows/publish.yml:45 | code injection via template expansion [confidence high] | CI workflows (zizmor) |
| high | zizmor/template-injection |
.github/workflows/publish.yml:45 | code injection via template expansion [confidence high] | CI workflows (zizmor) |
| high | zizmor/unpinned-uses |
.github/workflows/publish.yml:69 | unpinned action reference [confidence high] | CI workflows (zizmor) |
| medium | zizmor/artipacked |
.github/workflows/build-test.yml:12 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| medium | zizmor/excessive-permissions |
.github/workflows/build-test.yml:8 | overly broad permissions [confidence medium] | CI workflows (zizmor) |
| medium | zizmor/artipacked |
.github/workflows/publish.yml:22 | credential persistence through GitHub Actions artifacts [confidence low] | CI workflows (zizmor) |
| info | zizmor/template-injection |
.github/workflows/publish.yml:62 | code injection via template expansion [confidence low] | CI workflows (zizmor) |
| info | zizmor/use-trusted-publishing |
.github/workflows/publish.yml:65 | prefer trusted publishing for authentication [confidence high] | CI workflows (zizmor) |
| info | zizmor/superfluous-actions |
.github/workflows/publish.yml:69 | 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 | |
| Findings in AI-written lines | AI provenance | ok | git-blame | 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 | skipped | — | 0 | |
| CI workflows (zizmor) | Security | ok | zizmor 1.32.0 | 13 | |
| 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 | 0 | |
| 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 | 56a6595be302 | prov-5+qual-2+sec-2 | 95% | 80 | 69 |
| 2026-11-14 | 56a6595be302 | prov-4+qual-2+sec-2 | 95% | 80 | 69 |
Full text report
- Repository: https://github.com/BeanYa/csanno
- Commit:
56a6595be302e6deb6f97d6b8a27ef1b8c1891da - Generated: 2026-11-14T14:52:00+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) | 95 | explicit | 87% | 100% |
| Code quality | 80 | adequate | 90% | 100% |
| Security | 69 | weak | 85% | 100% |
AI provenance
Explicit AI attribution on 95% of first-party code added; an estimated 95% including velocity signals.
- Explicitly attributed share (lower bound): 94.7%
- Unattributed share in AI-consistent velocity bursts: 0.0%
- Estimated AI-generated share: 94.7%
| AI tool | Attributed commits | Lines added |
|---|---|---|
| Claude Code | 64 | 11,131 |
- AI tooling configured in repo: claude-code, generic-agent
Current source lines last changed by AI-attributed commits: 2,699 of 2,699.
Too few lines in one group to compare finding densities.
| Month | Lines added | Attributed to AI |
|---|---|---|
| 2026-01 | 10,586 | 94% |
| 2026-02 | 1,165 | 100% |
Evidence
- Claude Code: author Claude (78f68ae1f1f9)
- Claude Code: author Claude (8bb92bd052e1)
- Claude Code: author Claude (b70e42aa86ff)
- Claude Code: author Claude (e1dc3de97ed2)
- Claude Code: author Claude (e7885adc1719)
- Claude Code: author Claude (cf394f7186ee)
- Claude Code: author Claude (d0327db44cea)
- Claude Code: author Claude (622f08a91892)
- Claude Code: author Claude (c3470e4f7926)
- Claude Code: author Claude (41bae14f699c)
- Claude Code: author Claude (47ecea0ecf69)
- Claude Code: author Claude (143890db2b46)
- Claude Code: trailer 'Co-Authored-By: Claude' (8a84d32c8021)
- Claude Code: author Claude (8e8a3537078f)
- Claude Code: author Claude (cc5ff310830d)
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 1.29, CI runs tests; 13% of function code in complex or long functions; 9% duplicated lines. Weakest area: duplication.
| Area | Score |
|---|---|
| Complexity (lizard) | 67 |
| Duplication | 57 |
| Code smells (Opengrep) | 100 |
| Tests and CI | 90 |
| Documentation | 80 |
| Type safety | n/a |
| Process (Scorecard review/maintenance) | n/a |
- Functions: 64; mean complexity 3.4, 90th percentile 8; 2 complex and 1 long functions
- Duplicated lines: 9.3% of 1,725 compared
- Tests: 3,479 test lines for 2,699 source lines (ratio 1.29); CI test commands: dotnet test; 94% of recent source commits also change tests
- Docs missing or thin: changelog
Most complex functions:
- InterceptorGenerator::TryGetProxyInfo in src/Csanno.Generator/InterceptorGenerator.cs: complexity 17, 113 lines
- InterceptorGenerator::TryGetInterceptorInfo in src/Csanno.Generator/InterceptorGenerator.cs: complexity 17, 76 lines
Security
Security posture is weak: 7 high-severity workflow issues. Weakest area: posture.
| Area | Score |
|---|---|
| Secrets (gitleaks, tree + history) | 100 |
| Static analysis (Opengrep) | 100 |
| Vulnerable dependencies (OSV) | n/a |
| CI workflows (zizmor) | 23 |
| 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 | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/build-test.yml:12 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/build-test.yml:15 |
| high | zizmor/template-injection: code injection via template expansion [confidence high] |
.github/workflows/publish.yml:45 |
| high | zizmor/template-injection: code injection via template expansion [confidence high] |
.github/workflows/publish.yml:45 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/publish.yml:22 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/publish.yml:25 |
| high | zizmor/unpinned-uses: unpinned action reference [confidence high] |
.github/workflows/publish.yml:69 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/build-test.yml:12 |
| medium | zizmor/excessive-permissions: overly broad permissions [confidence medium] |
.github/workflows/build-test.yml:8 |
| medium | zizmor/artipacked: credential persistence through GitHub Actions artifacts [confidence low] |
.github/workflows/publish.yml:22 |
| info | zizmor/use-trusted-publishing: prefer trusted publishing for authentication [confidence high] |
.github/workflows/publish.yml:65 |
| info | zizmor/template-injection: code injection via template expansion [confidence low] |
.github/workflows/publish.yml:62 |
| info | zizmor/superfluous-actions: action functionality is already included by the runner [confidence high] |
.github/workflows/publish.yml:69 |
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: 2,699; test lines: 3,479
| Language | Lines |
|---|---|
| C# | 6,178 |