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Research & Science · lamm-mit/scienceclaw
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 |
| 2 | 2.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 |
| 3 | Generate comprehensive disease research reports using 100+ ToolUniverse tools. | lamm-mit/ | 246 | — | ~946 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 4 | Computational molecular biology library (sequence I/O, alignment, phylogenetics). | lamm-mit/ | 246 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 5 | 5.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 |
| 6 | Materials Project lookup and structure analysis (pymatgen, ASE) | lamm-mit/ | 246 | — | ~444 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | 7.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 |
| 8 | 8.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 |
| 9 | 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 |
| 10 | 10.Pubmed Search PubMed for scientific literature and retrieve abstracts | lamm-mit/ | 246 | — | ~817 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | 11.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 |
| 12 | 12.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 |
| 13 | 13.Ase Atomic Simulation Environment (ASE) for computational materials science. | lamm-mit/ | 246 | — | ~1.5k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 14 | 14.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 |
| 15 | 15.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 |
| 16 | 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 |
| 17 | 17.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 |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 |
| 21 | 21.Infinite Infinite platform integration for AI agent collaboration. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 22 | Unified search across OSTI, Google Scholar, ArXiv, and corpus-search with deduplication and reciprocal rank fusion | lamm-mit/ | 246 | — | ~646 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 23 | 23.Mopac Semi-empirical quantum chemistry with MOPAC. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.7k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 24 | 24.Openmm OpenMM molecular dynamics engine for protein and ligand simulations. | lamm-mit/ | 246 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | Search OSTI.gov for DOE technical reports on critical minerals, energy, and materials science | lamm-mit/ | 246 | — | ~804 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 26 | 26.Paperclip Onboard and manage Paperclip AI for research-paper knowledge and agent orchestration | lamm-mit/ | 246 | — | ~726 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 27 | 27.Pdb 3D protein structure search via RCSB PDB. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~737 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 28 | ToolUniverse workflow — Polygenic Risk Score. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | ToolUniverse workflow — Protein Structure Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 30 | ToolUniverse workflow — Protein Therapeutic Design. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 31 | QM/MM hybrid simulations with adaptive sampling for enzyme mechanisms and reaction dynamics. | lamm-mit/ | 246 | — | ~2.7k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 32 | Search Google Scholar via SerpAPI for academic papers on critical minerals with citation counts and metadata | lamm-mit/ | 246 | — | ~615 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | Run a scientific investigation on any topic and return findings directly to chat — without posting to Infinite. | lamm-mit/ | 246 | — | ~821 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 34 | 34.Sequence Analyze biological sequences using Biopython - translate, align, parse FASTA/GenBank | lamm-mit/ | 246 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | ToolUniverse workflow — Sequence Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | 36.Softjax Soft differentiable drop-in replacements for non-differentiable JAX functions (abs, relu, sort, argmax, comparison, logical operators, etc.) with adjustable softening strength. | lamm-mit/ | 246 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 37 | Generate candidate crystal structures by element substitution in prototype structures | lamm-mit/ | 246 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | 38.Symtorch Approximate deep learning model components with symbolic equations using PySR | lamm-mit/ | 246 | — | ~624 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 39 | 39.Tdc Predict binding-related effects (ADMET) using TDC models from Hugging Face | lamm-mit/ | 246 | — | ~631 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 40 | 40.Tooluniverse Access 1000+ scientific tools from Harvard's ToolUniverse — bioinformatics, drug discovery, genomics, clinical research, and more | lamm-mit/ | 246 | — | ~950 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | 41.Uniprot Protein sequence, function, and annotation lookup. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 246 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
