claude

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.

1 on GitHubby Adam Millerv1.0.5MITupdated 9 months ago
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Plugin oss-eval from marketplace claude-oss-eval-plugin in maxamillion/claude-oss-eval-plugin. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (3)

  • bias-prevention
  • feature-verification
  • source-validation

Slash commands (19)

  • /oss-eval:analyze

    Phase 2: Perform detailed analysis of each candidate identified in Phase 1, focusing on core capabilities, architecture, and initial fit assessment.

  • /oss-eval:architecture

    Phase 7: Conduct deep technical analysis of candidate architectures including code-level examination and scalability characteristics.

  • /oss-eval:community

    Phase 5: Assess the health, sustainability, and responsiveness of each candidate's open source community for long-term viability.

  • /oss-eval:context

    Phase 13: Introduce specific product context and constraints to ground the evaluation in real business needs.

  • /oss-eval:costs

    Phase 11: Quantify total cost of ownership (TCO) including infrastructure, licensing, maintenance, and hidden costs.

  • /oss-eval:discover

    Phase 1: Conduct comprehensive web search discovery to identify candidate frameworks/libraries in the specified topic space.

  • /oss-eval:dx

    Phase 12: Evaluate developer experience (DX) including documentation quality, tooling, debugging, and learning resources.

  • /oss-eval:gaps

    Phase 9: Develop comprehensive mitigation strategies for identified gaps including effort estimation and implementation planning.

  • /oss-eval:hybrid

    Phase 14: Explore hybrid approaches that combine multiple candidates for different use cases to optimize outcomes.

  • /oss-eval:licensing

    Phase 4: Conduct thorough analysis of licensing implications including dependencies, commercial use restrictions, and compliance requirements.

  • /oss-eval:matrix

    Phase 3: Develop a comprehensive, annotated feature comparison matrix with [OSS]/[PAID] differentiation and cross-platform verification.

  • /oss-eval:report

    Generate comprehensive evaluation reports from completed phases. Supports interim and final reports.

  • /oss-eval:requirements

    Phase 8: Map candidate capabilities against specific product/project requirements to assess fit and identify gaps.

  • /oss-eval:risk

    Phase 6: Synthesize findings from Phases 1-5 into a comprehensive risk assessment with quantified basis for decision-making.

  • /oss-eval:run

    Execute a complete 15-phase OSS framework evaluation automatically with a single command. Runs all phases sequentially with progress tracking.

  • /oss-eval:start

    Initialize and orchestrate a comprehensive 15-phase OSS framework evaluation with built-in safeguards against AI analysis pitfalls.

  • /oss-eval:status

    Display current evaluation progress, phase completion status, and next recommended actions.

  • /oss-eval:ui

    Phase 10: Assess how each candidate integrates with UI including component libraries, theming, and accessibility.

  • /oss-eval:validate

    Phase 15: Conduct final validation through adversarial review ensuring all biases are addressed and recommendation is defensible.

Subagents (2)

  • adversarial-reviewer
  • discovery-agent
View source on GitHub

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