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. observed · 2026-08-28
Health v2 · maintenance only
74/100
- Activity 91
- Release rhythm 91
- Longevity 8
Flags: young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 9.0
- age_days: 112
- days_rel: 63
- days_push: 57
- n_releases_24m: 5
Adoption not part of the score
2772 stars · 309 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A collection of agent skills from Google DeepMind that extend AI coding agents with structured instructions, scripts, and references for scientific research tasks. It covers genomics, structural biology, cheminformatics, and literature search, integrating data from AlphaGenome, AFDB, UniProt, and 30+ other databases and tools.
Use cases
- run genomics analysis tasks through an AI agent
- query protein structure data from AFDB and UniProt
- perform cheminformatics workflows with an agent
- search scientific literature via OpenAlex from an agent
- speed up agentic scientific workflows with better grounding
- reduce token usage when agents do scientific research
- install curated science skills into Google Antigravity
When to choose
- you use an agent platform like Google Antigravity or Gemini CLI for scientific work
- you need grounded access to bioinformatics and chemistry databases from an agent
- you want prebuilt, token-efficient skill instructions instead of writing your own
When to avoid
- your work is unrelated to scientific research domains
- you need a standalone library with a programmatic API rather than agent skill files
- your agent runtime does not support the skills format
Facets
plugin · maturity active
agent-framework sdk developer-tools artificial-intelligence bioinformatics data-science education python cross-platform cli agent-skills scientific-research genomics structural-biology cheminformatics literature-search google-antigravity token-efficiency ai-agents
2 sources
- readme: https://github.com/google-deepmind/science-skills · fetched 2026-08-28 · 2c82fcfad2c1
- homepage: https://antigravity.google/use-cases/science · fetched 2026-08-29 · 4ab2f8af541a
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| google-deepmind/science-skills | main | 74 |
For agents
markdown · JSON · MCP: product_card(name="google-deepmind/science-skills")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem