skills/osti-database/SKILL.md
Search OSTI.gov for DOE technical reports on critical minerals, energy, and materials science
npx skillsauth add lamm-mit/scienceclaw osti-databaseInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Search the U.S. Department of Energy's Office of Scientific and Technical Information (OSTI.gov) for technical reports, journal articles, and conference papers. Covers 1,100+ DOE-funded documents across critical mineral categories including rare earth elements, lithium, cobalt, nickel, copper, gallium, germanium, and graphite.
python3 {baseDir}/scripts/osti_search.py --query "rare earth separation"
python3 {baseDir}/scripts/osti_search.py --query "extraction" --commodity HREE
python3 {baseDir}/scripts/osti_search.py --query "lithium recovery" --year-from 2020 --year-to 2025
python3 {baseDir}/scripts/osti_search.py --query "critical minerals" --product-type "Technical Report"
python3 {baseDir}/scripts/osti_search.py --query "cobalt supply chain" --format json --limit 20
| Parameter | Description | Default |
|-----------|-------------|---------|
| --query | Search query | Required |
| --commodity | Commodity filter (HREE, LREE, CO, LI, GA, GR, NI, CU, GE, OTH) | - |
| --product-type | Product type filter (Technical Report, Journal Article, Conference) | - |
| --year-from | Start year for publication date filter | - |
| --year-to | End year for publication date filter | - |
| --limit | Maximum results to return | 10 |
| --sort | Sort by: relevance, date | relevance |
| --format | Output format: summary, detailed, json, bibtex | summary |
| Code | Description |
|------|-------------|
| HREE | Heavy Rare Earth Elements (Dy, Tb, Eu, Y, etc.) |
| LREE | Light Rare Earth Elements (La, Ce, Nd, Pr, etc.) |
| CO | Cobalt |
| LI | Lithium |
| GA | Gallium |
| GR | Graphite |
| NI | Nickel |
| CU | Copper |
| GE | Germanium |
| OTH | Other critical minerals |
# Search for heavy rare earth separation techniques
python3 {baseDir}/scripts/osti_search.py --query "heavy rare earth separation" --commodity HREE
# Recent DOE reports on lithium extraction
python3 {baseDir}/scripts/osti_search.py --query "lithium extraction" --product-type "Technical Report" --year-from 2022 --sort date
# Critical minerals supply chain analysis with detailed output
python3 {baseDir}/scripts/osti_search.py --query "supply chain critical minerals" --format detailed --limit 15
# Get BibTeX citations for cobalt recycling papers
python3 {baseDir}/scripts/osti_search.py --query "cobalt recycling" --commodity CO --format bibtex
corpus-search skill insteadtools
Onboard and manage Paperclip AI for research-paper knowledge and agent orchestration
development
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.
testing
Generate a structured scientific PDF report from a JSON description. Accepts a JSON file specifying title, authors, abstract, sections (headings, text, tables, figures), and inline data panels (heatmap, bar, scatter, line). Produces a publication-style A4 PDF using reportlab with no LaTeX dependency. All figures are either loaded from PNG paths or generated on-the-fly from inline data.
development
Execute arbitrary Python code and return stdout. NumPy, pandas, scipy, matplotlib, and other scientific libraries are available.