synthetic-sciences/openscience

The open-source AI workbench for scientific research

About the project

synthetic-sciences/openscience is an AI workbench that carries out scientific research by reading papers, forming hypotheses, writing and running code, conducting experiments, analyzing results, and preparing reports. Researchers use it for work in machine learning, biology, physics, and chemistry with remote or local models. Catalogue add-ons extend its scientific workflows through skills and instructions.

This repository also configures its own agents. See what openscience tells them →

3.5kStars on the repository
200Mods indexed here, across every type
todayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

ena-database

121

synthetic-sciences/openscience

Skill Claude CodeCodex

Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.

not rated 3.5k +108 today A SkillSpector: pass 43 tokens original Apache-2.0

ensembl-database

122

synthetic-sciences/openscience

Skill Claude CodeCodex

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

not rated 3.5k +108 today A SkillSpector: pass 45 tokens original Apache-2.0

fda-database

123

synthetic-sciences/openscience

Skill Claude CodeCodex

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

not rated 3.5k +108 today A SkillSpector: pass 43 tokens original Apache-2.0

fred-economic-data

124

synthetic-sciences/openscience

Skill Claude CodeCodex

Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring…

not rated 3.5k +108 today A SkillSpector: warn 75 tokens original Apache-2.0

gene-database

125

synthetic-sciences/openscience

Skill Claude CodeCodex

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

not rated 3.5k +108 today A SkillSpector: pass 49 tokens original Apache-2.0

geo-database

126

synthetic-sciences/openscience

Skill Claude CodeCodex

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.

not rated 3.5k +108 today A SkillSpector: pass 47 tokens original Apache-2.0

gwas-database

127

synthetic-sciences/openscience

Skill Claude CodeCodex

Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.

not rated 3.5k +108 today A SkillSpector: pass 50 tokens original Apache-2.0

hmdb-database

128

synthetic-sciences/openscience

Skill Claude CodeCodex

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.

not rated 3.5k +108 today A SkillSpector: pass 46 tokens original Apache-2.0

imaging-data-commons

129

synthetic-sciences/openscience

Skill Claude CodeCodex needs its repo

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.

not rated 3.5k +108 changed yesterday A SkillSpector: pass 62 tokens original Apache-2.0

kegg-database

130

synthetic-sciences/openscience

Skill Claude CodeCodex

Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.

not rated 3.5k +108 today A SkillSpector: pass 60 tokens original Apache-2.0

synthetic-sciences/openscience

Skill Claude CodeCodex

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

not rated 3.5k +108 today A SkillSpector: pass 53 tokens original Apache-2.0

openalex-database

132

synthetic-sciences/openscience

Skill Claude CodeCodex

Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly…

not rated 3.5k +108 today A SkillSpector: pass 76 tokens original Apache-2.0

opentargets-database

133

synthetic-sciences/openscience

Skill Claude CodeCodex

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

not rated 3.5k +108 changed yesterday A SkillSpector: warn 40 tokens original Apache-2.0

pdb-database

134

synthetic-sciences/openscience

Skill Claude CodeCodex

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.

not rated 3.5k +108 today A SkillSpector: warn 49 tokens original Apache-2.0

pubchem-database

135

synthetic-sciences/openscience

Skill Claude CodeCodex

Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

not rated 3.5k +108 today A SkillSpector: warn 49 tokens original Apache-2.0

pubmed-database

136

synthetic-sciences/openscience

Skill Claude CodeCodex

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

not rated 3.5k +108 today A SkillSpector: pass 58 tokens original Apache-2.0

reactome-database

137

synthetic-sciences/openscience

Skill Claude CodeCodex

Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.

not rated 3.5k +108 today B SkillSpector: warn 35 tokens original Apache-2.0

string-database

138

synthetic-sciences/openscience

Skill Claude CodeCodex

Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology.

not rated 3.5k +108 today A SkillSpector: pass 44 tokens original Apache-2.0

uniprot-database

139

synthetic-sciences/openscience

Skill Claude CodeCodex

Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific control.

not rated 3.5k +108 today A SkillSpector: pass 66 tokens original Apache-2.0

uspto-database

140

synthetic-sciences/openscience

Skill Claude CodeCodex

Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.

not rated 3.5k +108 today A SkillSpector: warn 40 tokens original Apache-2.0

zinc-database

141

synthetic-sciences/openscience

Skill Claude CodeCodex

Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.

not rated 3.5k +108 today A SkillSpector: pass 47 tokens original Apache-2.0

liteparse

142

synthetic-sciences/openscience

Skill Claude CodeCodex

Use this skill when the user asks to parse, perform multi-format document conversion or spatially extract text from an unstructured file (PDF, DOCX, PPTX, XLSX, images, etc.) locally without cloud dependencies.

not rated 3.5k +108 today A SkillSpector: pass 49 tokens original Apache-2.0

autogpt-agents

143

synthetic-sciences/openscience

Skill Claude CodeCodex

Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automation systems.

not rated 3.5k +108 today A 39 tokens copy · 89% Apache-2.0

synthetic-sciences/openscience

Skill Claude CodeCodex

Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text retrieval, or multimodal chat with state-of-the-art zero-shot performance.

not rated 3.5k +108 today A 52 tokens copy · 94% Apache-2.0

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