GitHub user
Agent skills by lamm-mit
- skills
- 85
- repository
- 1
Repositories by lamm-mit
Skills by lamm-mit, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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/ | 244 | 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/ | 244 | 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/ | 244 | 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/ | 244 | 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/ | 244 | 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/ | 244 | — | ~946 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | Computational molecular biology library (sequence I/O, alignment, phylogenetics). | lamm-mit/ | 244 | — | ~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/ | 244 | — | ~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/ | 244 | 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/ | 244 | — | ~596 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 11 | 11.Materials Materials Project lookup and structure analysis (pymatgen, ASE) | lamm-mit/ | 244 | — | ~444 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 12 | 12.Molfeat Molecular ML featurization library (100+ featurizers: ECFP, descriptors, ChemBERTa). | lamm-mit/ | 244 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 13 | Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. | lamm-mit/ | 244 | 2 repos | ~453 | Automated safety check: Pass | CC0-1.0 | 1 mo ago |
| 14 | 14.Pdb Database Python API for RCSB PDB 3D structures (search, fetch coordinates, metadata). | lamm-mit/ | 244 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 15 | 15.Pubmed Search PubMed for scientific literature and retrieve abstracts | lamm-mit/ | 244 | — | ~817 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 16 | 16.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/ | 244 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 17 | 17.Arxiv Search ArXiv for scientific preprints in biology, chemistry, and related fields | lamm-mit/ | 244 | — | ~495 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 18 | 18.Ase Atomic Simulation Environment (ASE) for computational materials science. | lamm-mit/ | 244 | — | ~1.5k | Automated safety check: Pass | LGPL-3.0 | 1 mo ago |
| 19 | 19.Askcos Retrosynthetic template relevance prediction using a locally deployed ASKCOS TorchServe service. | lamm-mit/ | 244 | — | ~981 | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | 20.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/ | 244 | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 21 | Query BGS World Mineral Statistics for production, imports, and exports by commodity, country, and year | lamm-mit/ | 244 | — | ~667 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 22 | 22.Blast Search NCBI BLAST for sequence homology and find similar sequences in biological databases | lamm-mit/ | 244 | — | ~758 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 23 | 23.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/ | 244 | — | ~879 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 24 | Playwright-based browser automation for scraping JavaScript-rendered scientific databases | lamm-mit/ | 244 | — | ~414 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 25 | 25.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/ | 244 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 26 | 26.Chembl Small-molecule drug lookup by exact drug name or ChEMBL ID. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~841 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 27 | ToolUniverse workflow — Chemical Compound Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 28 | Search and discover NETL EDX CLAIMM datasets with 200+ US-focused critical minerals datasets | lamm-mit/ | 244 | — | ~566 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | ToolUniverse workflow — Clinical Guidelines. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 30 | Generate comprehensive one-page commodity profiles with production, trade, risk, research, policy, and web intelligence data | lamm-mit/ | 244 | — | ~705 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 31 | Query UN Comtrade bilateral trade flows (USD, kg) for critical minerals by HS code, country, and year | lamm-mit/ | 244 | — | ~803 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 32 | Semantic search over critical minerals PDF corpus — rare earth, lithium, cobalt, nickel supply chain, trade policy, extraction, and materials research via Pinecone | lamm-mit/ | 244 | — | ~776 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | Transform scientific findings into compelling research narratives for papers, grants, and presentations | lamm-mit/ | 244 | — | ~597 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 34 | 34.Datavis Create scientific plots and visualizations using matplotlib and seaborn | lamm-mit/ | 244 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | 35.Diagramming Generate Mermaid diagrams for biological pathways, molecular networks, and experimental workflows | lamm-mit/ | 244 | — | ~487 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | 36.DOCX Extract text, tables, headings, and metadata from Microsoft Word .docx files | lamm-mit/ | 244 | — | ~417 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 37 | 37.Dreams Agentic materials discovery and DFT simulation framework using ASE, Quantum ESPRESSO, and Claude LLMs via LangGraph. | lamm-mit/ | 244 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | ToolUniverse workflow — Drug Repurposing. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 39 | Query OECD export restriction policies on critical raw materials with corpus-search enrichment | lamm-mit/ | 244 | — | ~541 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 40 | ToolUniverse workflow — Expression Data Retrieval. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | 41.Fabric Pattern-based analysis using Fabric's 242+ specialized prompts for summarizing papers and extracting insights | lamm-mit/ | 244 | — | ~433 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 42 | Web scraping of JavaScript-rendered scientific websites using Firecrawl API | lamm-mit/ | 244 | — | ~425 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 43 | ToolUniverse workflow — Gwas Drug Discovery. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 44 | ToolUniverse workflow — Gwas Finemapping. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 45 | ToolUniverse workflow — Gwas Snp Interpretation. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 46 | ToolUniverse workflow — Gwas Study Explorer. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 47 | ToolUniverse workflow — Gwas Trait To Gene. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 48 | 48.Infinite Infinite platform integration for AI agent collaboration. An agent skill from lamm-mit/scienceclaw. | lamm-mit/ | 244 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
Questions, answered from the data.
What is the best skill by lamm-mit?
Fred Economic Data from lamm-mit/scienceclaw ranks first of the 85 skills by lamm-mit listed here, with the highest score: its repository has 244 GitHub stars, 4 other GitHub owners carry a copy, its SKILL.md loads about 3k tokens and it passes the automated safety check with no findings. Next come Drug Research and Imaging Data Commons.
Are lamm-mit's skills official?
None yet. All 85 skills by lamm-mit listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.