Orchestrates the end-to-end manuscript workflow from research through review to submission-ready .docx.
Synthesizes market research, interviews, and notes into findings, themes, and recommendations. Use when the user asks to summarize or distill market research.
Trigger for: federal acquisition market research; FAR Part 10 reports; refreshing an existing market research report; analyzing commerciality, competition, small-business…
Use when after molecular formula assignment has been performed on calibrated m/z values. Apply this skill when you need to quantify the accuracy of formula-to-peak matching,…
Use when when you have paired mass spectra and molecular structure data and need to train a unified model for structure elucidation.
Use when when you have a metabolite structure (SMILES or molecular graph) and need to predict its ionization behavior in a mass spectrometry experiment using a specific…
Organize user-provided materials or local folders into traceable notes, knowledge cards, categories, indexes, and cleanup plans.
Reference patterns for mathematical and combinatorial problem-solving. Covers modular arithmetic, prime sieves, GCD/LCM, binomial coefficients, fast exponentiation, counting…
Use this skill when you need to understand, derive, or debug the mathematical foundations behind ML/DL algorithms — linear algebra, calculus, probability, information theory,…
Use whenever you need to express mathematical notation — equations, filters, set-builder, statistics, calculus, logic, ratios, drops, counts.
Convert visual mathematical notation into structured LaTeX with high precision. Use this skill whenever the user mentions formula recognition, latex conversion, math ocr, equation…
Use this skill for any work involving a MATLAB Project (.prj file) — creating a new project, tracking files, managing the project path, configuring Simulink cache and…
Guide for writing Python code using Matlantis, PFN's cloud-based atomistic simulation platform powered by neural network potentials (PFP).
Guide for performing Markov Chain Monte Carlo (MCMC) sampling using RStan or PyStan. This skill should be used when implementing Bayesian statistical models, fitting hierarchical…
Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has one or more candidate research…
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds.
Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry.
8つの検索ソース（Tavily/SerpAPI/Brave/NewsAPI/Perplexity/Twitter/DuckDuckGo/WebSearch）を統合した最強リサーチシステム。API版＋MCP版＋組み込み版を完全統合。
Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patterns, Mendelian laws,…
Use when when you have molecular input data (SMILES strings or graph representations) and need to predict molecular properties or spectra using graph neural networks.
Apply structured problem-solving using MECE principle, issue trees, hypothesis-driven approach, and the Pyramid Principle.
Use when you have multiple metabolomic studies with aggregate summary statistics (p-values, fold-change estimates) and need to perform meta-analysis while harmonizing compound…
Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area.
This skill provides a complete and streamlined workflow for performing methylation variability and epigenetic heterogeneity analysis from whole-genome bisulfite sequencing (WGBS)…
Microbiome Genomics Analysis - Analyze microbial genome: NCBI genome data, taxonomy, KEGG metabolic pathways, and annotation.
Control and monitor Xiaomi Mijia smart home devices. Use this skill when the user wants to: 1) Switch device status (on/off, brightness, etc.) 2) List available home devices 3)…
Help users chaos test their app with mirrord: inject artificial latency or connection errors into a mirrord session's outgoing traffic via per-session chaos rules managed through…
Always invoke for training, validating, tuning, benchmarking, or claiming readiness of a predictive model.
Use this skill when deploying ML models to production, setting up model monitoring, implementing A/B testing for models, or managing feature stores.
REQUIRED first step for ANY ML task. When user describes an ML problem, goal, experiment, or model improvement — ALWAYS invoke this skill BEFORE exploring code or planning.
Set up Julia and write correct, performant, modern Julia for theoretical research — one first choice per task, no ambiguous alternatives.
Impartially PROFILE the cross-provider sub-agent fleet against the FIXED canonical 10 work-categories whenever a new model ships (or on demand).
Guide for modernizing legacy Python 2 scientific computing code to Python 3 with modern libraries. This skill should be used when migrating scientific scripts involving data…
Use when when you have molecular structures (SMILES or graph formats) and need to predict a physicochemical or spectral property (e.g., infrared spectra) using a graph neural…
MONETIZATION - Do Produto ao Revenue workflow skill. Use this skill when the user needs Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscri — from…
MONETIZATION - Do Produto ao Revenue workflow skill. Use this skill when the user needs Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscri — from…
Produce a Sector Brief HTML report for any industry sector using Moody's GenAI MCP tools and web research.
Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq) research designs from a user-provided direction.
When the user needs to gather information from multiple sources including web searches, academic databases (arXiv), PDF documents, and professional profiles.
Use this skill whenever the user wants to configure school/library access, reuse a logged-in Chrome institutional session, search library databases, download legitimate…
Enhanced netstat module with cached data and structured output. View network connections, routing tables, and interface statistics in interactive or TSV/CSV formats.
Use when after retrieving a molecular network file (GraphML or JSON format) from GNPS_GC following submission of deconvolved GC-MS spectra.
Generates complete network toxicology + molecular docking research designs from a user-provided toxicant and disease/phenotype.
Format and pace responses so they're genuinely usable for neurodivergent people — ADHD and autistic readers especially — and adapt how you communicate whenever someone states a…
Activate this skill for any user who identifies as having ADHD, dyslexia, or both — or who shows signs of cognitive overload, executive dysfunction, or reading difficulty.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.
Reasoning and sparring partner mode for rigorous, calibrated engagement on any topic — pressure-testing ideas, researching with current authoritative sources, running…
Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2,…
Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and biomarker direction.
Find untapped affiliate niches with real earning potential. Use this skill when the user asks about picking a niche, finding a niche to start affiliate marketing, what niche to…
When the user wants to pick or validate an industry niche for a service-business agency. Triggers - "pick a niche", "which industry should I serve", "validate this market", "is…
Real-time web intelligence powered by Nimble Search API. Perform intelligent web searches with 8 specialized focus modes (general, coding, news, academic, shopping, social, geo,…
Knowledge base from the NIST/SEMATECH e-Handbook of Statistical Methods (NIST HB 151) — the practical statistics reference for engineering, metrology, and quality.
Complete NLP pipeline for Korean dialogue summarization tasks using HuggingFace Transformers + Hydra + WandB.
中国药品权威数据库查询 — NMPA(国家药监局) + CDE(药品审评中心) + DrugBank(英文名/ATC) + PubChem(化学结构) 多源融合,提供(通用名 ↔ 商品名 ↔ 英文名 ↔ 适应症 ↔ NMPA 批文号 ↔ 上市日期)精确映射。Make sure to use this skill whenever the user…
Generates complete non-tumor biomedical machine learning research designs from a user-provided research direction.
Persistent context and memory layer backed by the Obsidian vault synced to Google NotebookLM. Use this skill whenever starting a fresh session and needing project history, when…
Break down a Notion PRD into Epics, Stories, and Sub-tasks in the configured destination tracker (JIRA, GitHub Issues, or Linear per .lisa.config.json).