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Implementation Plan - Fix broken tests and CI pipeline

Phase 1: CI Pipeline & Dependency Stabilization

  • Task: Update CI.yml trigger logic [99ce21a]
    • Modify .github/workflows/CI.yml to trigger on pull_request and push (only main).
    • Verify the change by pushing to a branch and checking CI triggers.
  • Task: Fix Project.toml dependencies & [compat] [bfc1203]
    • Add [compat] entries for Test, Statistics, and LinearAlgebra.
    • Run julia --project -e 'using Pkg; Pkg.test()' locally to verify the environment.

Phase 2: Code and Documentation Fixes

  • Task: Fix missing documentation [3913020]
    • Add an @docs Buff block to docs/src/index.md.
    • Run julia --project=docs docs/make.jl locally to verify the build passes without :missing_docs errors.
  • Task: Fix broken tests [9e78b82]
    • Add using Statistics to test/test_outliers.jl.
    • Run the full test suite locally: julia --project -e 'using Pkg; Pkg.test()'.
    • Identify and fix any further test failures.
    • Ensure 90% test coverage is maintained.

Phase 3: Verification and Finalization

  • Task: Final local verification [ac8ae33]
    • Run all tests: julia --project -e 'using Pkg; Pkg.test()'.
    • All 102 tests passed in 44.7s.
    • Build documentation one last time.
  • Task: Verify CI stability [99ce21a]

Phase: Review Fixes

  • Task: Apply review suggestions [d6a0595]