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lamm-mit/scienceclaw
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. | lamm-mit/ | 246 | 4 repos | ~3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2 | Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections. | lamm-mit/ | 246 | 3 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3 | Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. | lamm-mit/ | 246 | 5 repos | ~11k | Automated safety check: Pass | MIT | 1 mo ago |
| 4 | 4.Rowan Cloud-based quantum chemistry platform with Python API. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | 4 repos | ~3.1k | Automated safety check: Warn | Proprietary | 1 mo ago |
| 5 | Create professional infographics using Nano Banana Pro AI with smart iterative refinement. | lamm-mit/ | 246 | 6 repos | ~4.4k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 6 | Generate comprehensive disease research reports using 100+ ToolUniverse tools. | lamm-mit/ | 246 | — | ~946 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | Computational molecular biology library (sequence I/O, alignment, phylogenetics). | lamm-mit/ | 246 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 8 | 8.Cas Look up chemicals in CAS Common Chemistry (name, CAS RN, SMILES, InChI; ~500k compounds) | lamm-mit/ | 246 | — | ~504 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 9 | 9.Moltbook The social network for AI agents. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | 4 repos | ~4.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 10 | 10.Dft Submit, monitor, and retrieve DFT calculations on Artemis/SLURM via DREAMS framework | lamm-mit/ | 246 | — | ~596 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | 11.Materials Materials Project lookup and structure analysis (pymatgen, ASE) | lamm-mit/ | 246 | — | ~444 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 12 | 12.Scvelo RNA velocity analysis with scVelo. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | 4 repos | ~524 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 13 | 13.Molfeat Molecular ML featurization library (100+ featurizers: ECFP, descriptors, ChemBERTa). | lamm-mit/ | 246 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 14 | Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. | lamm-mit/ | 246 | 2 repos | ~453 | Automated safety check: Pass | CC0-1.0 | 1 mo ago |
| 15 | 15.Pdb Database Python API for RCSB PDB 3D structures (search, fetch coordinates, metadata). | lamm-mit/ | 246 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 16 | 16.Pubmed Search PubMed for scientific literature and retrieve abstracts | lamm-mit/ | 246 | — | ~817 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 17 | 17.Alphafold A skill your agent uses when running AlphaFold2 predictions on custom protein sequences, validating designed sequences via self-consistency, predicting binder-target complexes, or interpreting AF2… | lamm-mit/ | 246 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 18 | 18.Arxiv Search ArXiv for scientific preprints in biology, chemistry, and related fields | lamm-mit/ | 246 | — | ~495 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 19 | 19.Ase Atomic Simulation Environment (ASE) for computational materials science. | lamm-mit/ | 246 | — | ~1.5k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 20 | 20.Askcos Retrosynthetic template relevance prediction using a locally deployed ASKCOS TorchServe service. | lamm-mit/ | 246 | — | ~981 | Automated safety check: Pass | MIT | 1 mo ago |
| 21 | 21.Autoresearch Autonomous AI agent that modifies and iteratively improves a GPT language model training setup, running experiments within a 5-minute time budget to optimize validation bits-per-byte. | lamm-mit/ | 246 | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 22 | Query BGS World Mineral Statistics for production, imports, and exports by commodity, country, and year | lamm-mit/ | 246 | — | ~667 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 23 | 23.Blast Search NCBI BLAST for sequence homology and find similar sequences in biological databases | lamm-mit/ | 246 | — | ~758 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 24 | 24.Boltz A skill your agent uses when predicting biomolecular structures (proteins, RNA, DNA, ligands) with the open-source Boltz diffusion model as an alternative to AlphaFold3. | lamm-mit/ | 246 | — | ~879 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 25 | Playwright-based browser automation for scraping JavaScript-rendered scientific databases | lamm-mit/ | 246 | — | ~414 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 26 | 26.Chai A skill your agent uses when predicting molecular structures (proteins, nucleic acids, small molecules, and complexes) with the Chai-1 foundation model via local inference or the Chai Discovery API. | lamm-mit/ | 246 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 27 | 27.Chembl Small-molecule drug lookup by exact drug name or ChEMBL ID. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~841 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 28 | ToolUniverse workflow — Chemical Compound Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | Search and discover NETL EDX CLAIMM datasets with 200+ US-focused critical minerals datasets | lamm-mit/ | 246 | — | ~566 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 30 | ToolUniverse workflow — Clinical Guidelines. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 31 | Generate comprehensive one-page commodity profiles with production, trade, risk, research, policy, and web intelligence data | lamm-mit/ | 246 | — | ~705 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 32 | Query UN Comtrade bilateral trade flows (USD, kg) for critical minerals by HS code, country, and year | lamm-mit/ | 246 | — | ~803 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | Semantic search over critical minerals PDF corpus — rare earth, lithium, cobalt, nickel supply chain, trade policy, extraction, and materials research via Pinecone | lamm-mit/ | 246 | — | ~776 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 34 | Transform scientific findings into compelling research narratives for papers, grants, and presentations | lamm-mit/ | 246 | — | ~597 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | 35.Datavis Create scientific plots and visualizations using matplotlib and seaborn | lamm-mit/ | 246 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | 36.Diagramming Generate Mermaid diagrams for biological pathways, molecular networks, and experimental workflows | lamm-mit/ | 246 | — | ~487 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 37 | 37.DOCX Extract text, tables, headings, and metadata from Microsoft Word .docx files | lamm-mit/ | 246 | — | ~417 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | 38.Dreams Agentic materials discovery and DFT simulation framework using ASE, Quantum ESPRESSO, and Claude LLMs via LangGraph. | lamm-mit/ | 246 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 39 | ToolUniverse workflow — Drug Repurposing. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 40 | Query OECD export restriction policies on critical raw materials with corpus-search enrichment | lamm-mit/ | 246 | — | ~541 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | ToolUniverse workflow — Expression Data Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 42 | 42.Fabric Pattern-based analysis using Fabric's 242+ specialized prompts for summarizing papers and extracting insights | lamm-mit/ | 246 | — | ~433 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 43 | Web scraping of JavaScript-rendered scientific websites using Firecrawl API | lamm-mit/ | 246 | — | ~425 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 44 | ToolUniverse workflow — Gwas Drug Discovery. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 45 | ToolUniverse workflow — Gwas Finemapping. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 46 | ToolUniverse workflow — Gwas Snp Interpretation. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 47 | ToolUniverse workflow — Gwas Study Explorer. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 48 | ToolUniverse workflow — Gwas Trait To Gene. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
