{"date":"2026-10-09T15:51:06Z","repo":{"name":"github.com/microsoft/AI-For-Beginners","commit":"392d0df1b2647cbee104942390551f1ed9e072c8"},"scorecard":{"version":"v5.5.0","commit":"c395761df6afe1a69e476bc60a013a94bcbc153f"},"score":8.2,"checks":[{"name":"Code-Review","score":10,"reason":"all changesets reviewed","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review","short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged."}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained","short":"Determines if the project is \"actively maintained\"."}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow","short":"Determines if the project's GitHub Action workflows avoid dangerous patterns."}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging","short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall."}},{"name":"Token-Permissions","score":9,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:40","Info: jobLevel 'packages' permission set to 'read': .github/workflows/codeql.yml:36","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:39","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Info: topLevel permissions set to 'read-all': .github/workflows/scorecard.yml:18","Info: no jobLevel write permissions found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions","short":"Determines if the project's workflows follow the principle of least privilege."}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy","short":"Determines if the project has published a security policy."}},{"name":"Dependency-Update-Tool","score":10,"reason":"update tool detected","details":["Info: detected update tool: Dependabot: .github/dependabot.yml:1"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool","short":"Determines if the project uses a dependency update tool."}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices","short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge."}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases","short":"Determines if the project cryptographically signs release artifacts."}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts","short":"Determines if the project has generated executable (binary) artifacts in the source repository."}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license","short":"Determines if the project has defined a license."}},{"name":"SAST","score":8,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 19 commits out of 30 are checked with a SAST tool"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast","short":"Determines if the project uses static code analysis."}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing","short":"Determines if the project uses fuzzing."}},{"name":"Pinned-Dependencies","score":5,"reason":"dependency not pinned by hash detected -- score normalized to 5","details":["Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:1: pin your Docker image by updating mcr.microsoft.com/vscode/devcontainers/miniconda:0-3 to mcr.microsoft.com/vscode/devcontainers/miniconda:0-3@sha256:bde4693b6e7f6d40df85ae92764c9e9264edd4ddcfa05f2cb8d287798750db80","Warn: pipCommand not pinned by hash: .devcontainer/Dockerfile:13-19","Info:   6 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   1 out of   1 third-party GitHubAction dependencies pinned","Info:   0 out of   1 pipCommand dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies","short":"Determines if the project has declared and pinned the dependencies of its build process."}},{"name":"Branch-Protection","score":-1,"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","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection","short":"Determines if the default and release branches are protected with GitHub's branch protection settings."}},{"name":"CI-Tests","score":5,"reason":"11 out of 20 merged PRs checked by a CI test -- score normalized to 5","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests","short":"Determines if the project runs tests before pull requests are merged."}},{"name":"Contributors","score":10,"reason":"project has 18 contributing companies or organizations","details":["Info: found contributions from: #opentowork ex. python/c++ dev @ yandex algo researcher @ huawei, Azure, BuildForSDG, Fizzyo, Her-AI-Studio, InhaBas, MicrosoftCopilot, MicrosoftDocs, MicrosoftStudentAmbassadors-Kenya, TeamBloomm, beanpot-studio, coremob, evangelism, golclinics, localizeflow, microsoft, microsoft corporation, moscow aviation institute"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors","short":"Determines if the project has a set of contributors from multiple organizations (e.g., companies)."}},{"name":"Vulnerabilities","score":7,"reason":"3 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: https://osv.dev/GHSA-8mgp-746c-j5xp","Warn: Project is vulnerable to: https://osv.dev/PYSEC-2023-183","Warn: Project is vulnerable to: https://osv.dev/GHSA-qr4w-53vh-m672"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities","short":"Determines if the project has open, known unfixed vulnerabilities."}}]}