Add leakage-aware-splitting skill#47
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…litting Clusters biological datasets by similarity (sequence/structure/small-molecule/ protein-ligand/temporal) and/or shared metadata groups, assigns whole clusters to a single split, and reports honest diagnostics (realized ratios, train/test nearest- neighbour similarity, kNN baseline, provenance manifest) so benchmarks measure real generalization instead of memorized similarity. Registers the skill in marketplace.json and documents it in README. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Summary
marketplace.jsonand documents it inREADME.md.Changes
leakage-aware-splitting/skill directory (SKILL.md,scripts/,references/,LICENSE.txtApache-2.0).marketplace.jsonentry (source: "./",strict: false,skills: ["./leakage-aware-splitting"]).Modalities
sequence (MMseqs2) · structure (Foldseek) · small_molecule (RDKit scaffold/Butina) · protein_ligand (double-cold) · temporal (deposition date) · metadata/grouped (group-aware).
Testing
/plugin install leakage-aware-splitting@life-sciences🤖 Generated with Claude Code