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Research

Scientific computing and academic tools.

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scientific-computing
124

matchms

Process, clean, and compare mass spectrometry (MS/MS) spectra with Matchms; use when you need reproducible spectral filtering and similarity scoring for metabolomics workflows.

aipoch
aipoch
research
open
scientific-computing
124

circos-plot-generator

Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots.

aipoch
aipoch
research
open
scientific-computing
124

biopython-structure

Use Bio.PDB to parse and analyze protein structures (PDB/mmCIF) for structural bioinformatics tasks; use when you need structure parsing, geometry calculations, or structural comparison/superposition.

aipoch
aipoch
research
open
scientific-computing
124

biopython

A comprehensive toolbox for computational molecular biology; use it when you need programmatic sequence/structure parsing, batch bioinformatics pipelines, or automated NCBI/BLAST workflows.

aipoch
aipoch
research
open
scientific-computing
124

sample-size-power-calculator

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

aipoch
aipoch
research
open
astronomy-physics
122

weather

Get current weather and forecasts for any location. Use when: user asks about weather, temperature, or forecasts. NOT for: historical weather data or severe weather alerts. No API key needed.

SelectXn00b
SelectXn00b
research
open
scientific-computing
122

research

Comprehensive research and content extraction. USE WHEN research, investigate, extract wisdom, analyze content. For OSINT use OSINT skill.

Steffen025
Steffen025
research
open
scientific-computing
121

independent-research

Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research. Use WebFetch, WebSearch, and testing to validate ideas before presenting them. Deliver concrete, tested recommendations with evidence.

NTCoding
NTCoding
research
open
computational-chemistry
121

ljg-xray-article

X-ray scans articles (blog posts, essays, opinion pieces) to extract the real question and cognitive collisions. Use when user shares a non-academic article URL or text for deep structural analysis. Do NOT use for academic papers (use ljg-xray-paper) or books (use ljg-xray-book).

lijigang
lijigang
research
open
scientific-computing
119

relation-extraction

用于主体关系抽取的关系抽取原子 skill,适用于通用行业信息抽取场景。

aifinlab
aifinlab
research
open
lab-tools
117

grace-refresh

Synchronize GRACE shared artifacts with the actual codebase. Use targeted refresh after controlled waves, or full refresh after refactors and when you suspect wider drift between the graph, verification plan, and code.

osovv
osovv
research
open
computational-chemistry
116

nansen-smart-money-alpha

What tokens is smart money accumulating before they pump? Token screener with SM filter cross-referenced against netflow.

nansen-ai
nansen-ai
research
open
scientific-computing
116

high-impact-journal-publishing

Guidance and workflow for planning, writing, submitting, revising, and publishing scientific manuscripts in high-impact journals. Use when Claude needs to advise on research quality, study design, manuscript structure, journal selection, peer review responses, or publication strategy.

shunk031
shunk031
research
open
scientific-computing
116

nansen-web-searcher

Search the web for one or more queries in parallel. Use when you need current information, news, prices, or any web content to complement on-chain Nansen data.

nansen-ai
nansen-ai
research
open
academic
115

docs-seeker

Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in llms.txt format, (3) GitHub repository analysis, (4) Documentation without direct llms.txt support, (5) Multiple documentation sources in parallel

einverne
einverne
research
open
computational-chemistry
115

stpa-overview

Entry point for STPA (System Theoretic Process Analysis) hazard analysis. Guides through all 4 steps sequentially. When starting a new STPA analysis session. When the human partner mentions safety analysis, hazard analysis, or risk assessment. When analyzing control systems for potential failures.

sandgardenhq
sandgardenhq
research
open
computational-chemistry
115

stpa-step4-loss-scenarios

STPA Step 4 - Identify Loss Scenarios by tracing causal pathways back through control loops to understand why UCAs might occur. After completing STPA Step 3. When you need to understand WHY unsafe control actions might happen. When developing recommendations and mitigations.

sandgardenhq
sandgardenhq
research
open
computational-chemistry
115

bulkrna-splicing

Alternative splicing analysis — PSI quantification, differential splicing event detection from rMATS/SUPPA2 output.

TianGzlab
TianGzlab
research
open
computational-chemistry
115

proteomics-quantification

Protein/peptide quantification (LFQ, TMT, DIA) using MaxQuant LFQ, DIA-NN, or Skyline.

TianGzlab
TianGzlab
research
open
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