JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"chatbot",
"gpt",
"llama",
"llamacpp",
"llm",
"semantic-kernel",
"llava",
"multi-modal",
"llama2",
"llama3",
"llama-cpp"
],
"is_fork": false,
"size_kb": 411657,
"has_wiki": false,
"homepage": "https://scisharp.github.io/LLamaSharp",
"languages": {
"C#": 1101664,
"CSS": 2038,
"HTML": 17644,
"JavaScript": 260728
},
"pushed_at": "2026-07-17T13:21:52Z",
"created_at": "2023-05-09T18:03:21Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T14:19:21Z",
"description": "A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "C#",
"significant_languages": [
"C#",
"JavaScript"
]
},
"owner": {
"blog": "http://scisharpstack.org",
"name": "SciSharp STACK",
"type": "Organization",
"login": "SciSharp",
"company": null,
"location": "Chicago, US",
"followers": 1327,
"avatar_url": "https://avatars.githubusercontent.com/u/44989469?v=4",
"created_at": "2018-11-13T02:23:44Z",
"is_verified": null,
"public_repos": 72,
"account_age_days": 2804
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 30,
"commits_last_year": 324,
"latest_release_at": "2026-04-26T17:00:30Z",
"latest_release_tag": "v0.27.0",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 39,
"days_since_latest_release": 83,
"mean_days_between_releases": 62.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "LLamaSharp.kernel-memory",
"exists": true,
"license": null,
"keywords": [
"LLama",
"LLM",
"GPT",
"ChatGPT",
"kernel-memory",
"vector",
"search",
"SciSharp"
],
"ecosystem": "nuget",
"matches_repo": null,
"registry_url": "https://www.nuget.org/packages/LLamaSharp.kernel-memory",
"is_deprecated": false,
"latest_version": "0.27.0",
"repository_url": null,
"versions_count": 22,
"total_downloads": 114356,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-04-26T17:02:57.217000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 83
},
{
"name": "LLamaSharp.semantic-kernel",
"exists": true,
"license": null,
"keywords": [
"LLama",
"LLM",
"GPT",
"ChatGPT",
"semantic-kernel",
"SciSharp"
],
"ecosystem": "nuget",
"matches_repo": null,
"registry_url": "https://www.nuget.org/packages/LLamaSharp.semantic-kernel",
"is_deprecated": false,
"latest_version": "0.27.0",
"repository_url": null,
"versions_count": 25,
"total_downloads": 118436,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-04-26T17:02:57.437000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 83
},
{
"name": "LLamaSharp",
"exists": true,
"license": null,
"keywords": [
"LLama",
"LLM",
"GPT",
"ChatGPT",
"NLP",
"AI",
"Chat",
"Bot",
"SciSharp"
],
"ecosystem": "nuget",
"matches_repo": null,
"registry_url": "https://www.nuget.org/packages/LLamaSharp",
"is_deprecated": false,
"latest_version": "0.27.0",
"repository_url": null,
"versions_count": 26,
"total_downloads": 1191647,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-04-26T17:02:42.840000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 83
}
]
},
"popularity": {
"forks": 500,
"stars": 3742,
"watchers": 66,
"open_issues_and_prs": 18
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 285314,
"source_files_sampled": 276,
"oversized_source_files": 5,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"LLama.Benchmark/LLama.Benchmark.csproj",
"LLama.Examples/LLama.Examples.csproj",
"LLama.Experimental/LLama.Experimental.csproj",
"LLama.KernelMemory/LLamaSharp.KernelMemory.csproj",
"LLama.SemanticKernel/LLamaSharp.SemanticKernel.csproj",
"LLama.Unittest/LLama.Unittest.csproj",
"LLama.Web/LLama.Web.csproj",
"LLama.WebAPI/LLama.WebAPI.csproj",
"LLama/LLamaSharp.csproj",
"Llama.Mobile/Llama.Mobile.csproj"
],
"ecosystems": [
"nuget"
],
"dependencies": [
{
"name": "BenchmarkDotNet",
"manifest": "LLama.Benchmark/LLama.Benchmark.csproj",
"ecosystem": "nuget",
"version_constraint": "0.15.8"
},
{
"name": "BenchmarkDotNet.Diagnostics.Windows",
"manifest": "LLama.Benchmark/LLama.Benchmark.csproj",
"ecosystem": "nuget",
"version_constraint": "0.15.8"
},
{
"name": "Microsoft.Extensions.Logging.Console",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.5"
},
{
"name": "Microsoft.KernelMemory.Core",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "0.98.250508.3"
},
{
"name": "Microsoft.SemanticKernel",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.74.0"
},
{
"name": "Microsoft.SemanticKernel.Plugins.Memory",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.44.0-alpha"
},
{
"name": "NAudio",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "2.3.0"
},
{
"name": "SixLabors.ImageSharp",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "3.1.12"
},
{
"name": "Spectre.Console",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "0.54.0"
},
{
"name": "Spectre.Console.ImageSharp",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "0.54.0"
},
{
"name": "Whisper.net",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.9.0"
},
{
"name": "Whisper.net.Runtime",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.9.0"
},
{
"name": "Whisper.net.Runtime.Clblast",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.5.0"
},
{
"name": "Whisper.net.Runtime.CoreML",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.9.0"
},
{
"name": "Whisper.net.Runtime.Cublas",
"manifest": "LLama.Examples/LLama.Examples.csproj",
"ecosystem": "nuget",
"version_constraint": "1.5.0"
},
{
"name": "HuggingfaceHub",
"manifest": "LLama.Experimental/LLama.Experimental.csproj",
"ecosystem": "nuget",
"version_constraint": "0.1.3"
},
{
"name": "Microsoft.KernelMemory.Abstractions",
"manifest": "LLama.KernelMemory/LLamaSharp.KernelMemory.csproj",
"ecosystem": "nuget",
"version_constraint": "0.98.250508.3"
},
{
"name": "Microsoft.SemanticKernel.Abstractions",
"manifest": "LLama.SemanticKernel/LLamaSharp.SemanticKernel.csproj",
"ecosystem": "nuget",
"version_constraint": "1.64.0"
},
{
"name": "System.Memory",
"manifest": "LLama.SemanticKernel/LLamaSharp.SemanticKernel.csproj",
"ecosystem": "nuget",
"version_constraint": "4.6.3"
},
{
"name": "Microsoft.NET.Test.Sdk",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "18.3.0"
},
{
"name": "Moq",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "4.20.72"
},
{
"name": "xunit",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "2.9.3"
},
{
"name": "xunit.runner.visualstudio",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "3.1.5"
},
{
"name": "coverlet.collector",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.1"
},
{
"name": "Xunit.SkippableFact",
"manifest": "LLama.Unittest/LLama.Unittest.csproj",
"ecosystem": "nuget",
"version_constraint": "1.5.61"
},
{
"name": "Microsoft.AspNetCore.Mvc.Razor.RuntimeCompilation",
"manifest": "LLama.Web/LLama.Web.csproj",
"ecosystem": "nuget",
"version_constraint": "8.0.28"
},
{
"name": "Microsoft.VisualStudio.Validation",
"manifest": "LLama.WebAPI/LLama.WebAPI.csproj",
"ecosystem": "nuget",
"version_constraint": "17.13.22"
},
{
"name": "IsExternalInit",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "1.0.3"
},
{
"name": "System.Memory",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "4.6.3"
},
{
"name": "System.Text.Json",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.9"
},
{
"name": "CommunityToolkit.HighPerformance",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "8.4.2"
},
{
"name": "Microsoft.Bcl.AsyncInterfaces",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.9"
},
{
"name": "Microsoft.Bcl.Memory",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.9"
},
{
"name": "Microsoft.Extensions.AI.Abstractions",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.7.0"
},
{
"name": "Microsoft.Extensions.Logging.Abstractions",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.9"
},
{
"name": "System.Linq.Async",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "7.0.0"
},
{
"name": "System.Linq.AsyncEnumerable",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.2"
},
{
"name": "System.Numerics.Tensors",
"manifest": "LLama/LLamaSharp.csproj",
"ecosystem": "nuget",
"version_constraint": "10.0.5"
},
{
"name": "Microsoft.Maui.Controls",
"manifest": "Llama.Mobile/Llama.Mobile.csproj",
"ecosystem": "nuget",
"version_constraint": "$(MauiVersion)"
},
{
"name": "Microsoft.Maui.Controls.Compatibility",
"manifest": "Llama.Mobile/Llama.Mobile.csproj",
"ecosystem": "nuget",
"version_constraint": "$(MauiVersion)"
},
{
"name": "Microsoft.Extensions.Logging.Debug",
"manifest": "Llama.Mobile/Llama.Mobile.csproj",
"ecosystem": "nuget",
"version_constraint": "8.0.1"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "BenchmarkDotNet",
"direct": true,
"version": "0.15.8",
"ecosystem": "nuget"
},
{
"name": "BenchmarkDotNet.Diagnostics.Windows",
"direct": true,
"version": "0.15.8",
"ecosystem": "nuget"
},
{
"name": "CommunityToolkit.HighPerformance",
"direct": true,
"version": "8.4.2",
"ecosystem": "nuget"
},
{
"name": "coverlet.collector",
"direct": true,
"version": "10.0.1",
"ecosystem": "nuget"
},
{
"name": "HuggingfaceHub",
"direct": true,
"version": "0.1.3",
"ecosystem": "nuget"
},
{
"name": "IsExternalInit",
"direct": true,
"version": "1.0.3",
"ecosystem": "nuget"
},
{
"name": "Microsoft.AspNetCore.Mvc.Razor.RuntimeCompilation",
"direct": true,
"version": "8.0.28",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Bcl.AsyncInterfaces",
"direct": true,
"version": "10.0.9",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Bcl.Memory",
"direct": true,
"version": "10.0.9",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Extensions.AI.Abstractions",
"direct": true,
"version": "10.7.0",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Extensions.Logging.Abstractions",
"direct": true,
"version": "10.0.9",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Extensions.Logging.Console",
"direct": true,
"version": "10.0.5",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Extensions.Logging.Debug",
"direct": true,
"version": "8.0.1",
"ecosystem": "nuget"
},
{
"name": "Microsoft.KernelMemory.Abstractions",
"direct": true,
"version": "0.98.250508.3",
"ecosystem": "nuget"
},
{
"name": "Microsoft.KernelMemory.Core",
"direct": true,
"version": "0.98.250508.3",
"ecosystem": "nuget"
},
{
"name": "Microsoft.Maui.Controls",
"direct": true,
"version": null,
"ecosystem": "nuget"
},
{
"name": "Microsoft.Maui.Controls.Compatibility",
"direct": true,
"version": null,
"ecosystem": "nuget"
},
{
"name": "Microsoft.NET.Test.Sdk",
"direct": true,
"version": "18.3.0",
"ecosystem": "nuget"
},
{
"name": "Microsoft.SemanticKernel",
"direct": true,
"version": "1.74.0",
"ecosystem": "nuget"
},
{
"name": "Microsoft.SemanticKernel.Abstractions",
"direct": true,
"version": "1.64.0",
"ecosystem": "nuget"
},
{
"name": "Microsoft.SemanticKernel.Plugins.Memory",
"direct": true,
"version": "1.44.0-alpha",
"ecosystem": "nuget"
},
{
"name": "Microsoft.VisualStudio.Validation",
"direct": true,
"version": "17.13.22",
"ecosystem": "nuget"
},
{
"name": "Moq",
"direct": true,
"version": "4.20.72",
"ecosystem": "nuget"
},
{
"name": "NAudio",
"direct": true,
"version": "2.3.0",
"ecosystem": "nuget"
},
{
"name": "SixLabors.ImageSharp",
"direct": true,
"version": "3.1.12",
"ecosystem": "nuget"
},
{
"name": "Spectre.Console",
"direct": true,
"version": "0.54.0",
"ecosystem": "nuget"
},
{
"name": "Spectre.Console.ImageSharp",
"direct": true,
"version": "0.54.0",
"ecosystem": "nuget"
},
{
"name": "System.Linq.Async",
"direct": true,
"version": "7.0.0",
"ecosystem": "nuget"
},
{
"name": "System.Linq.AsyncEnumerable",
"direct": true,
"version": "10.0.2",
"ecosystem": "nuget"
},
{
"name": "System.Memory",
"direct": true,
"version": "4.6.3",
"ecosystem": "nuget"
},
{
"name": "System.Numerics.Tensors",
"direct": true,
"version": "10.0.5",
"ecosystem": "nuget"
},
{
"name": "System.Text.Json",
"direct": true,
"version": "10.0.9",
"ecosystem": "nuget"
},
{
"name": "Whisper.net",
"direct": true,
"version": "1.9.0",
"ecosystem": "nuget"
},
{
"name": "Whisper.net.Runtime",
"direct": true,
"version": "1.9.0",
"ecosystem": "nuget"
},
{
"name": "Whisper.net.Runtime.Clblast",
"direct": true,
"version": "1.5.0",
"ecosystem": "nuget"
},
{
"name": "Whisper.net.Runtime.CoreML",
"direct": true,
"version": "1.9.0",
"ecosystem": "nuget"
},
{
"name": "Whisper.net.Runtime.Cublas",
"direct": true,
"version": "1.5.0",
"ecosystem": "nuget"
},
{
"name": "xunit",
"direct": true,
"version": "2.9.3",
"ecosystem": "nuget"
},
{
"name": "xunit.runner.visualstudio",
"direct": true,
"version": "3.1.5",
"ecosystem": "nuget"
},
{
"name": "Xunit.SkippableFact",
"direct": true,
"version": "1.5.61",
"ecosystem": "nuget"
},
{
"name": "LLamaSharp.Backend.Cpu",
"direct": false,
"version": null,
"ecosystem": "nuget"
},
{
"name": "LLamaSharp.Backend.Cuda12.Linux",
"direct": false,
"version": null,
"ecosystem": "nuget"
},
{
"name": "LLamaSharp.Backend.Cuda12.Windows",
"direct": false,
"version": null,
"ecosystem": "nuget"
},
{
"name": "LLamaSharp.Backend.Vulkan.Linux",
"direct": false,
"version": null,
"ecosystem": "nuget"
},
{
"name": "LLamaSharp.Backend.Vulkan.Windows",
"direct": false,
"version": null,
"ecosystem": "nuget"
}
],
"collected": true,
"truncated": false,
"total_count": 45,
"direct_count": 40,
"indirect_count": 5
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 744,
"open_issues": 17,
"closed_ratio": 0.964,
"closed_issues": 456,
"closed_unmerged_prs": 116
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "martindevans",
"commits": 1251,
"avatar_url": "https://avatars.githubusercontent.com/u/177519?v=4"
},
{
"type": "User",
"login": "SanftMonster",
"commits": 370,
"avatar_url": "https://avatars.githubusercontent.com/u/47343601?v=4"
},
{
"type": "User",
"login": "SignalRT",
"commits": 159,
"avatar_url": "https://avatars.githubusercontent.com/u/16475613?v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 136,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
},
{
"type": "User",
"login": "m0nsky",
"commits": 51,
"avatar_url": "https://avatars.githubusercontent.com/u/8625305?v=4"
},
{
"type": "User",
"login": "zsogitbe",
"commits": 47,
"avatar_url": "https://avatars.githubusercontent.com/u/26321024?v=4"
},
{
"type": "User",
"login": "xbotter",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/3634877?v=4"
},
{
"type": "User",
"login": "nipeone",
"commits": 34,
"avatar_url": "https://avatars.githubusercontent.com/u/4449628?v=4"
},
{
"type": "User",
"login": "saddam213",
"commits": 33,
"avatar_url": "https://avatars.githubusercontent.com/u/4353684?v=4"
},
{
"type": "User",
"login": "Lyrcaxis",
"commits": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/32474602?v=4"
}
],
"contributors_sampled": 88,
"top_contributor_share": 0.514
},
"quality_signals": {
"has_ci": true,
"has_tests": false,
"ci_workflows": [
"benchmark.yml",
"code_format.yml",
"compile.yml",
"main.yml",
"release-minor-trigger.yml",
"release-minor.yml",
"release-patch-trigger.yml",
"release-patch.yml",
"spell_check.yml",
"stale_issues.yml",
"update_api_references.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": true,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 9,
"reason": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 5,
"reason": "Found 2/4 approved changesets -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 22 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "0451d8fb975092d0c1a17e3695cf941d7c6a44b8",
"ran_at": "2026-07-18T21:50:27Z",
"aggregate_score": 6.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/SciSharp/LLamaSharp",
"host": "github.com",
"name": "LLamaSharp",
"owner": "SciSharp"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"security": 62,
"vitality": 91,
"community": 81,
"governance": 74,
"engineering": 65
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 91,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"commits_last_year": 324,
"human_commit_share": null,
"days_since_last_push": 1,
"active_weeks_last_year": 39
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "39/52 weeks with commits",
"points": 27,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 39
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "324 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 324
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"releases_count": 30,
"latest_release_tag": "v0.27.0",
"releases_from_tags": false,
"days_since_latest_release": 83,
"mean_days_between_releases": 62.2
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "30 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 30
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 83 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 83
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~62.2 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 62.2
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 81,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"forks": 500,
"stars": 3742,
"watchers": 66,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "3,742 stars",
"points": 58,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 3742
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "500 forks",
"points": 22.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 500
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "66 watchers",
"points": 10.1,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 66
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 80,
"inputs": {
"packages": [
"LLamaSharp.kernel-memory",
"LLamaSharp.semantic-kernel",
"LLamaSharp"
],
"dependents": null,
"ecosystems": "nuget",
"total_downloads": 1424439,
"monthly_downloads": null
},
"components": [
{
"key": "total_downloads",
"name": "Total downloads",
"detail": "1,424,439 downloads all-time across nuget",
"points": 63.9,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
"count": 1424439,
"ecosystems": "nuget"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 74,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 88,
"top_contributor_share": 0.514
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 51% of commits",
"points": 10.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 51
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "88 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 88
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 22 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 86,
"inputs": {
"merged_prs": 744,
"open_issues": 17,
"closed_issues": 456,
"issue_closed_ratio": 0.964,
"closed_unmerged_prs": 116
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "96% of issues closed",
"points": 45.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 96
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "744/860 decided PRs merged",
"points": 33.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 744,
"decided": 860
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 2/4 approved changesets -- score normalized to 5",
"points": 7.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1327,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "SciSharp",
"public_repos": 72,
"account_age_days": 2804
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,327 followers of SciSharp",
"points": 22.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1327,
"login": "SciSharp"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "72 public repos, account ~7 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 72
}
},
{
"code": "account_age_years",
"params": {
"years": 7
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"LLamaSharp.kernel-memory",
"LLamaSharp.semantic-kernel",
"LLamaSharp"
],
"ecosystems": "nuget",
"any_deprecated": false,
"min_days_since_publish": 83
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "3 package(s) on nuget",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 3,
"ecosystems": "nuget"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 83 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 83
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "26 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 26
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 65,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": true,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "11 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 11
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"chatbot",
"gpt",
"llama",
"llamacpp",
"llm",
"semantic-kernel",
"llava",
"multi-modal",
"llama2",
"llama3",
"llama-cpp"
],
"has_wiki": false,
"homepage": "https://scisharp.github.io/LLamaSharp",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://scisharp.github.io/LLamaSharp",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "11 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 11
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 62,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "13 out of 14 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/4 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 22 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 28,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 18,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "C# (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C#"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "C#",
"largest_source_bytes": 285314,
"source_files_sampled": 276,
"oversized_source_files": 5
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C# (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C#"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "5/276 source files over 60KB",
"points": 54,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 276,
"oversized": 5
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch nuget package 'LLamaSharp.Experimental' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-18T21:50:54.586793Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SciSharp/LLamaSharp.svg",
"full_name": "SciSharp/LLamaSharp",
"license_state": "standard",
"license_spdx": "MIT"
}