Mathematical Science Occupations, All Other

Pmc Harvest

Fetch articles from PubMed Central using NCBI APIs. Search journals, retrieve full text via OAI-PMH, batch harvest for RAG pipelines. No API key required.

openclaw4.2k

データエンジニアリング

Deepthinking

A stateful, neuro-inspired thinking framework. Guides you through excavation, architecture, and synthesis phases for complex problem-solving.

openclaw4.2k

LLM・AI

Math Help

Guide to the math cognitive stack - what tools exist and when to use each

parcadei3.7k

金融・投資

Optimize blockchain gas costs by analyzing prices, patterns, and timing. Use when checking gas prices, estimating costs, or finding optimal windows. Trigger with phrases like "gas prices", "optimize gas", "transaction cost", "when to transact".

jeremylongshore2.0k

金融・投資

Simulate flash loan strategies with profitability calculations and risk assessment across Aave, dYdX, and Balancer. Use when simulating flash loans, analyzing arbitrage profitability, evaluating liquidation opportunities, or comparing flash loan providers. Trigger with phrases like "simulate flash loan", "flash loan arbitrage", "liquidation profit", "compare Aave dYdX", "flash loan strategy", or "DeFi arbitrage simulation".

jeremylongshore2.0k

foryourhealth111-pixel1.6k

Cobrapy

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

機械学習

ESM: Evolutionary Scale Modeling

Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.

foryourhealth111-pixel1.6k

営業・マーケティング

Summarize

总结技能。对用户提供的文本、对话内容或文档进行精炼总结，提取核心要点。

RTGS20171.5k

教育

Ai Writing Detection

Comprehensive AI writing detection patterns and methodology. Provides vocabulary lists, structural patterns, model-specific fingerprints, and false positive prevention guidance. Use when analyzing text for AI authorship or understanding detection patterns.

dp-archive1.1k

計算化学

Kegg Query

Query KEGG database for drug information, pathway analysis, and disease-drug-target discovery. Use this skill when: (1) Looking up drug information including efficacy, targets, metabolism, and interactions, (2) Analyzing metabolic or signaling pathways to retrieve genes, compounds, and modules, (3) Discovering disease-associated drugs, genes, and pathways for drug repurposing.

Similar Protein Retrieval

Retrieve proteins with similar structures, sequences, or from the same family. Use this skill when: (1) Finding similar proteins or homologs, (2) Searching for proteins with similar 3D structure, (3) Performing sequence similarity search, (4) Discovering proteins in the same family.

Biomedical Literature Search

Search biomedical literature from PubMed and bioRxiv for research papers. Use this skill when: (1) Finding research papers on a specific topic or disease, (2) Retrieving recent preprints from bioRxiv, (3) Getting paper titles, abstracts, and metadata, (4) Literature review for drug discovery or biomedical research.

Molecule Biochemical Significance Query

Query a molecule's biochemical significance and roles in biology and chemistry using BioT5 multi-modal model. Use this skill when: (1) Understanding a molecule's biological roles and functions, (2) Describing a molecule's chemical significance and applications, (3) Getting natural language explanations of molecular properties, (4) Summarizing what a molecule is used for or its metabolic relevance.

Protein Mutation Analysis

Analyze protein mutations by retrieving protein data, explaining mutation effects, predicting protein structure, and visualizing results. Use this skill when the user asks about protein mutations, wants to understand mutation effects, or needs to analyze genetic variants. Triggers on phrases like "analyze mutation", "explain mutation", "what does this mutation do", "protein variant analysis".

計算化学

Text-Based Molecule Editing

Modify molecules based on natural language descriptions using MolT5/BioT5 models. Use this skill when: (1) User wants to modify a molecule to improve specific properties (solubility, potency, etc.), (2) User provides a molecule and asks to "make it more X" or "improve Y", (3) User wants to generate molecule variants guided by text descriptions. Triggers on phrases like "modify this molecule", "edit the molecule", "make it more soluble", "improve drug-likeness", "change the molecule to", "optimize this compound".

バイオインフォマティクス

Spatial Transcriptomics Spatial Data Io

Load spatial transcriptomics data from Visium, Xenium, MERFISH, Slide-seq, and other platforms using Squidpy and SpatialData. Use this skill when: (1) Loading Visium spatial transcriptomics data from Space Ranger output, (2) Loading Xenium single-cell resolution spatial data, (3) Loading MERFISH, CosMx, or other spatial platforms, (4) Converting between SpatialData and AnnData formats.

計算化学

Pubchem Query

Query PubChem database for chemical structures, similar compounds, and bioactivity data. Use this skill when: (1) Converting drug name to molecular structure (SMILES, SDF), (2) Finding similar compounds for lead optimization, (3) Querying bioactivity data against protein targets, (4) Getting compounds active in specific assays.

デバッグ

Ppi String Query

Query STRING database for protein-protein interactions with confidence scores. Use this skill when: (1) Finding interaction partners for a protein of interest, (2) Retrieving confidence scores for protein-protein interactions, (3) Building protein interaction networks for pathway analysis.

LLM・AI

Realtime Protocol Guidance Prompts

Generates short, imperative guidance prompts for the next experimental step from current video frame and protocol context. Output is optimized for voice broadcast (TTS) or AR overlay — concise, actionable, command-style — to guide researchers in real time, correct deviations, or resume experiments without breaking flow.

生産性・インテグレーション

Latchbio Integration

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

バイオインフォマティクス

Gtars

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.

Backend

Ena Database

Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.

金融・投資

Data Quality Checker

Validate data quality in market analysis documents and blog articles before publication. Use when checking for price scale inconsistencies (ETF vs futures), instrument notation errors, date/day-of-week mismatches, allocation total errors, and unit mismatches. Supports English and Japanese content. Advisory mode -- flags issues as warnings for human review, not as blockers.

tradermonty907

ドキュメント

AK RSS Digest

Curate a Chinese reading digest from a fixed bundle of RSS and Atom feeds, with a strong preference for AI agent thinking, frontier AI commentary, deep interviews, and non-boring high-signal essays. Use when Codex needs to pull the latest week's posts by default, or a specific day's posts when explicitly requested, summarize them, score each article on a 10-point scale, and output only the posts scoring above 7 in a concise Chinese daily-brief style.

rookie-ricardo866

コンテンツ制作

Daily News Report

基于预设 URL 列表抓取内容，筛选高质量技术信息并生成每日 Markdown 报告。

rookie-ricardo866

Fact Checker

Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update outdated information in documents. Supports AI model specs, technical documentation, statistics, and general factual statements.

daymade864

営業・マーケティング

Company Product Context

Compiles comprehensive company product context from PDF documents, web research, and industry knowledge

lofcz598

天文学・物理学

Units

Perform unit conversions and calculations using GNU Units.

sundial-org576