Source

beita6969/scienceclaw

266 skills · 5.1K combined installs

Skills from this source

#

Skill

Source

8W Activity

Installs

knowledge-discovery Discover patterns, build knowledge graphs, and extract insights from linguistic and historical data

beita6969/scienceclaw

knowledge-synthesis COPYRIGHT NOTICE

beita6969/scienceclaw

linear-solvers Select and configure linear solvers for systems Ax=b in dense and sparse problems. Use when choosing direct vs iterat…

beita6969/scienceclaw

lit-synthesizer Search PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.

beita6969/scienceclaw

materials-project Query the Materials Project API v3 for crystal structures, band gaps, formation energies, and thermodynamic stability…

beita6969/scienceclaw

matplotlib-viz Scientific visualization via Matplotlib. Use when: user asks for plots, charts, or data visualization. NOT for: inter…

beita6969/scienceclaw

mcporter Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc …

beita6969/scienceclaw

model-usage Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recen…

beita6969/scienceclaw

molecular-dynamics Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, def…

beita6969/scienceclaw

multi-search-engine Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, …

beita6969/scienceclaw

nano-pdf Edit PDFs with natural-language instructions using the nano-pdf CLI.

beita6969/scienceclaw

notion Notion API for creating and managing pages, databases, and blocks.

beita6969/scienceclaw

numerical-integration Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, s…

beita6969/scienceclaw

numerical-stability Analyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, choosing e…

beita6969/scienceclaw

open-notebook Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when org…

beita6969/scienceclaw

open-targets Query the Open Targets Platform GraphQL API for gene-drug-disease associations, evidence scores, and therapeutic targ…

beita6969/scienceclaw

openai-image-gen Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.

beita6969/scienceclaw

openhue Control Philips Hue lights and scenes via the OpenHue CLI.

beita6969/scienceclaw

opentargets-database Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetic…

beita6969/scienceclaw

ordercli Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).

beita6969/scienceclaw

parallel-web Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API. Use for ALL w…

beita6969/scienceclaw

parameter-optimization Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selec…

beita6969/scienceclaw

pdb-database Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/…

beita6969/scienceclaw

pdb-structure Query the RCSB PDB API for protein 3D structures, experimental metadata, and structure files. Use when the user needs…

beita6969/scienceclaw

pdf-processing Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user…

beita6969/scienceclaw

peekaboo Capture and automate macOS UI with the Peekaboo CLI.

beita6969/scienceclaw

phylogenetics Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (…

beita6969/scienceclaw

post-processing Extract, analyze, and visualize simulation output data. Use for field extraction, time series analysis, line profiles…

beita6969/scienceclaw

pptx Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slid…

beita6969/scienceclaw

pubchem-database Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarit…

beita6969/scienceclaw

reproducibility Promotes research reproducibility through guidance on pre-registration, open data/code sharing, replication study des…

beita6969/scienceclaw

research-ethics Guides research ethics compliance including IRB protocol preparation, informed consent document drafting, research in…

beita6969/scienceclaw

research-literature COPYRIGHT NOTICE

beita6969/scienceclaw

scholar-evaluation Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across resear…

beita6969/scienceclaw

scienceclaw-classification Classify scientific content by discipline, methodology, topic, and quality. Use when: user asks to categorize papers,…

beita6969/scienceclaw

scienceclaw-discovery Identify research gaps, synthesize cross-disciplinary insights, and generate novel hypotheses. Use when: user asks ab…

beita6969/scienceclaw

scienceclaw-generation Generate scientific hypotheses, experimental designs, and paper drafts. Use when: user asks to propose hypotheses, de…

beita6969/scienceclaw

scienceclaw-prediction Predict scientific properties, trends, and outcomes. Use when: user asks for property prediction, trend forecasting, …

beita6969/scienceclaw

scientific-classification Classify scientific objects, detect patterns, and categorize data across astronomy, biology, and social sciences

beita6969/scienceclaw

scientific-generation Generate scientific code, protocols, and domain-specific text with quality control

beita6969/scienceclaw

scientific-prediction Predict material properties, economic indicators, and scientific outcomes using computational models

beita6969/scienceclaw

scientific-problem-selection This skill should be used when scientists need help with research problem selection, project ideation, troubleshootin…

beita6969/scienceclaw

scientific-summarization Summarize and simplify scientific literature, educational content, and research papers

beita6969/scienceclaw

scikit-learn-ml Machine learning with scikit-learn. Use when: classification, regression, clustering, dimensionality reduction, model…

beita6969/scienceclaw

scipy-analysis Scientific computing and statistical analysis with SciPy, NumPy, and pandas. Use when: (1) statistical hypothesis tes…

beita6969/scienceclaw

seaborn Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and cat…

beita6969/scienceclaw

simulation-validator Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run val…

beita6969/scienceclaw

spacy-nlp Natural language processing with spaCy. Use when: (1) named entity recognition, (2) POS tagging and dependency parsin…

beita6969/scienceclaw

statistical-testing Advanced statistical testing including hypothesis testing, Bayesian analysis, survival analysis, time series, multiva…

beita6969/scienceclaw

statsmodels-stats Statistical analysis via statsmodels. Use when: user asks for regression, hypothesis testing, or time series analysis…

beita6969/scienceclaw