~ / rigs / google-deepmind / science-skills

google-deepmind/science-skills

GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.

↗ GitHub ★ 3,193 apache-2.0 updated 24d ago collection Claude Code
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ARCHETYPE
Skill Collector
Ten-plus skills loaded on demand. A procedural-knowledge library.
CONTEXT TAX · EVERY TURN
~514 tokens
Featherweight · median rig: 2.3k · breakdown
GUARDRAILS
0/5
No committed guardrails · details

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# review before running: this installs third-party code
$ npx degit google-deepmind/science-skills/skills ./rig-science-skills/skills

MCP servers are added to Claude Code at local scope; env vars are shown as YOUR_… placeholders — we never store values. Files are fetched with degit into a separate folder so you can review before merging.

$ npx degit google-deepmind/science-skills/skills/alphafold_database_fetch_and_analyze .claude/skills/alphafold_database_fetch_and_analyze
$ npx degit google-deepmind/science-skills/skills/alphagenome_atlas_website_links .claude/skills/alphagenome_atlas_website_links
$ npx degit google-deepmind/science-skills/skills/alphagenome_single_variant_analysis .claude/skills/alphagenome_single_variant_analysis
$ npx degit google-deepmind/science-skills/skills/alphagenome_variant_impact_score .claude/skills/alphagenome_variant_impact_score
$ npx degit google-deepmind/science-skills/skills/chembl_database .claude/skills/chembl_database
$ npx degit google-deepmind/science-skills/skills/clinical_trials_database .claude/skills/clinical_trials_database
$ npx degit google-deepmind/science-skills/skills/clinvar_database .claude/skills/clinvar_database
$ npx degit google-deepmind/science-skills/skills/credentials .claude/skills/credentials
$ npx degit google-deepmind/science-skills/skills/dbsnp_database .claude/skills/dbsnp_database
$ npx degit google-deepmind/science-skills/skills/embl_ebi_ols .claude/skills/embl_ebi_ols
$ npx degit google-deepmind/science-skills/skills/encode_ccres_database .claude/skills/encode_ccres_database
$ npx degit google-deepmind/science-skills/skills/ensembl_database .claude/skills/ensembl_database
$ npx degit google-deepmind/science-skills/skills/foldseek_structural_search .claude/skills/foldseek_structural_search
$ npx degit google-deepmind/science-skills/skills/gnomad_database .claude/skills/gnomad_database
$ npx degit google-deepmind/science-skills/skills/gtex_database .claude/skills/gtex_database
$ npx degit google-deepmind/science-skills/skills/human_protein_atlas_database .claude/skills/human_protein_atlas_database
$ npx degit google-deepmind/science-skills/skills/interpro_database .claude/skills/interpro_database
$ npx degit google-deepmind/science-skills/skills/jaspar_database .claude/skills/jaspar_database
$ npx degit google-deepmind/science-skills/skills/literature_search_arxiv .claude/skills/literature_search_arxiv
$ npx degit google-deepmind/science-skills/skills/literature_search_biorxiv .claude/skills/literature_search_biorxiv
$ npx degit google-deepmind/science-skills/skills/literature_search_europepmc .claude/skills/literature_search_europepmc
$ npx degit google-deepmind/science-skills/skills/literature_search_openalex .claude/skills/literature_search_openalex
$ npx degit google-deepmind/science-skills/skills/ncbi_sequence_fetch .claude/skills/ncbi_sequence_fetch
$ npx degit google-deepmind/science-skills/skills/openfda_database .claude/skills/openfda_database
$ npx degit google-deepmind/science-skills/skills/opentargets_database .claude/skills/opentargets_database
$ npx degit google-deepmind/science-skills/skills/pdb_database .claude/skills/pdb_database
$ npx degit google-deepmind/science-skills/skills/predictingthepast .claude/skills/predictingthepast
$ npx degit google-deepmind/science-skills/skills/protein_sequence_msa .claude/skills/protein_sequence_msa
$ npx degit google-deepmind/science-skills/skills/protein_sequence_similarity_search .claude/skills/protein_sequence_similarity_search
$ npx degit google-deepmind/science-skills/skills/pubchem_database .claude/skills/pubchem_database
$ npx degit google-deepmind/science-skills/skills/pubmed_database .claude/skills/pubmed_database
$ npx degit google-deepmind/science-skills/skills/pymol .claude/skills/pymol
$ npx degit google-deepmind/science-skills/skills/quickgo_database .claude/skills/quickgo_database
$ npx degit google-deepmind/science-skills/skills/reactome_database .claude/skills/reactome_database
$ npx degit google-deepmind/science-skills/skills/string_database .claude/skills/string_database
$ npx degit google-deepmind/science-skills/skills/ucsc_conservation_and_tfbs .claude/skills/ucsc_conservation_and_tfbs
$ npx degit google-deepmind/science-skills/skills/unibind_database .claude/skills/unibind_database
$ npx degit google-deepmind/science-skills/skills/uniprot_database .claude/skills/uniprot_database
$ npx degit google-deepmind/science-skills/skills/uv .claude/skills/uv
$ npx degit google-deepmind/science-skills/skills/workflow_skill_creator .claude/skills/workflow_skill_creator

This rig commits no guardrails. Here is the community baseline instead — the deny/ask rules most often found across all 7,204 rigs:

{
  "permissions": {
    "deny": [
      "Read(./.env)",
      "Read(**/.env)",
      "Read(~/.ssh/**)",
      "Bash(rm -rf *)",
      "Read(**/*.pem)",
      "Bash(rm -rf /)",
      "Bash(git push --force:*)",
      "Bash(sudo *)",
      "Read(.env)",
      "Bash(rm -rf /*)",
      "Read(./.env.*)",
      "Read(~/.aws/**)",
      "Bash(git push --force*)",
      "Bash(rm -rf:*)",
      "Read(**/*.key)",
      "Read(**/.env.*)",
      "Bash(sudo:*)",
      "Bash(git reset --hard*)",
      "Bash(git reset --hard:*)",
      "Read(.env.*)"
    ],
    "ask": [
      "Bash(git push:*)",
      "Bash(git push *)",
      "Bash(git commit:*)",
      "Bash(rm *)",
      "Bash(rm:*)",
      "Bash(git rebase *)",
      "Bash(wget *)",
      "Bash(npm publish:*)",
      "Bash(git commit *)",
      "Bash(gh pr merge *)"
    ]
  }
}

Skills (40)

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