Analyzes CVEs in RHOAI releases by querying Pyxis and Red Hat Security APIs, then triages each vulnerability to determine actual impact on OpenShift AI workloads.

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redhat-contribution-report

Evaluates contributions to OSS projects across PRs, maintainership, governance, roadmap influence, and leadership roles. Supports LDAP org traversal, GitHub org membership, or both as roster sources.

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oss-kpi-evaluation

Evaluates open source projects against 30 Key Performance Indicators using multi-agent research with parallel subagents for bias-free assessment

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oss-eval

15-phase OSS framework evaluation methodology with AI bias prevention. Evaluates open source projects for adoption decisions with rigorous safeguards against common AI analysis pitfalls.

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