Monitors CockroachDB background job health by identifying failed, paused, and long-running jobs using SHOW JOBS and SHOW AUTOMATIC JOBS.
Monitor cross-chain bridge TVL, volume, fees, and transaction status across networks. Use when researching bridges, comparing routes, or tracking bridge transactions.
Track and analyze Monkeytype typing statistics with improvement tips. Use when user mentions "monkeytype", "typing stats", "typing speed", "WPM", "typing practice", "typing…
Use when when you have ranked gene statistics and gene set collections, and your analysis requires P-value discrimination below a fixed lower bound (e.g., distinguishing between…
Use when targeting Monthly Notices of the Royal Astronomical Society (MNRAS) or deciding whether an astronomy manuscript fits this RAS/OUP venue.
Use when the user asks for Moody's company profiles, ownership, ratings, credit opinions, financial statements, filings, peers, research, or credit-risk analysis for a company.
Discover and safely explore Moody's MCP tools. Use when the user wants to see what Moody's data is available, verify MCP connectivity, look up an entity, or run a lightweight…
Async deep-research report workflow using Messari AI. Starts a long-form research job, polls until complete, and returns a comprehensive report on any crypto topic, asset, or…
Generate Julia Cameron-style morning paper prompts and scaffold daily journal entries. Use when someone requests a new morning pages session and needs a dated markdown file seeded…
Apply Howard Marks's investment philosophy to evaluate stocks, assess risk, and identify buy/sell timing.
Moth's Actias quantum synth for qubit sonification with Bloch sphere visualization and MIDI control
Guide for de novo and known motif enrichment analysis of ENCODE ChIP-seq and ATAC-seq peaks using HOMER and MEME Suite.
Use when after identifying a set of differentially accessible peaks (via tl.diff_test or equivalent), when you need to infer which transcription factors may regulate the observed…
Use when turning a locked still + blueprint into a provider-tuned motion prompt — camera, primary + secondary motion, physics, native-audio sync.
Motion (formerly Framer Motion) animation guidelines for React. Apply when editing files with `motion/react` imports, `whileHover`, `whileInView`, scroll, or spring effects.
Use when engineering 60fps/120fps hardware-accelerated animations, restricting transitions to composite-only properties, calibrating spring physics, and enforcing…
Physics-based UI animation system. Spring physics, easing curves, micro-interaction patterns, and timeline staggering for native-quality web animations.
Build sophisticated React animations with Motion (formerly Framer Motion) - declarative animations, gestures (drag, hover, tap), scroll effects, spring physics, layout animations,…
Retrieve quantitative phenotypes across inbred mouse strains from MPD: metabolic, behavioral, physiological traits.
Fast path for adding a movie to the watch-later wishlist. Triggers on short phrases like "add the movie X", "add to films to watch X", "in the film wishlist Y", "new movie to…
Use when creating ATLAS publication-quality plots with matplotlib using mplhep: applying the ATLAS experiment style, placing ATLAS labels (Internal, Preliminary, Simulation),…
Myeloproliferative neoplasm (MPN) research expertise including JAK2/CALR/MPL mutations, myelofibrosis, polycythemia vera, essential thrombocythemia.
MacroQuest coordinator from the MQ docs repo - delegates to a documentation researcher or code expert agent.
Use when when processing LC-MS peak tables from isotope tracing experiments where multiple ionization adducts ([M+H]+, [M+Na]+, [M+NH4]+, etc.) and in-source fragments have…
Use when when you have predicted MS/MS fragments from quantum chemistry calculations on N-Me derived unsaturated sterol structures and need to map each fragment to its precursor…
Use when you have experimental MS/MS spectra from nontargeted metabolomics data and need to assign molecular identities or identify structurally related analogs.
Use when you have an experimental MS/MS spectrum (e.g., from MassBank or local data) and need to identify significant fragment ions above noise, assign occurrence scores to peaks,…
Use when you have loaded raw MS intensity tables into QuantyFey and observe or suspect intensity drift artifacts across your measurement sequence.
Use when you have MGF or native MS/MS arrays (mz_array, intensity_array, precursor_mz, adduct) and want to predict the most likely molecular formula.
Use when you have a Thermo Fisher Scientific .raw file from an Orbitrap instrument and need to programmatically retrieve MS1 spectral attributes (base-peak m/z, intensity,…
Use when you have raw or unstructured MS2 spectral data (from untargeted tandem mass spectrometry experiments) and plan to run MS2MP inference for KEGG pathway prediction.
Use when you have a GNPS-generated molecular network (either classical or feature-based) and corresponding MS2LDA experiment output containing Mass2Motif-to-spectrum assignments,…
Use when when you have a GNPS molecular network (classical or feature-based) and corresponding MS2LDA experiment results, and you want to annotate network nodes with discovered…
Use when you have a GNPS molecular network (in GML or GraphML format) and a completed MS2LDA experiment on ms2lda.org, and you want to annotate network nodes with detected…
Use when your MSI data is stored in a Cardinal imaging experiment object (version 2.2+) that has already been peak-binned with peakBin(), and you want to run mass2adduct's…
Use when you have MSI intensity data exported from MSiReader, SCiLS, or Cardinal as plain-text CSV files or as Cardinal MSProcessedImagingExperiment/MSContinuousImagingExperiment…
Use when you have processed MSI data (peak matrix and spatial coordinates) from matrix-assisted laser desorption/ionization (MALDI) or silver-assisted laser desorption/ionization…
Use when after peak alignment with peakAlign(), when you have an MSImagingExperiment
Use when when you have a target compound (modified or unmodified) and need to obtain its experimental MS/MS spectrum and metadata to serve as a known reference for ModiFinder…
Use when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision,…
Drafts Material Transfer Agreements for biological materials between research institutions and commercial entities.
Multi-agent collaborative industry research for OpenClaw. Dynamically assigns research roles, runs parallel research via sessions_spawn with codex/gemini/claude CLI augmentation,…
Run multi-agent research-to-planning pipeline using two sequential agents. Use when the user has campaign data and needs a structured plan without code.
Conduct comprehensive research on any topic by coordinating 2-4 specialized researcher agents in parallel, then synthesizing findings into a detailed report via mandatory…
Parallel multi-AI cross-validation research workflow (大版本). Dispatch N internal sub-agents + grok + gemini in parallel, automatically cross-validate findings, tier by confidence…
Use when you have statistically significant features from multiple LC-MS assays with different ionization modes (e.g., positive and negative ESI) and need to collapse redundant…
Use when your metabolomics experiment includes samples acquired across multiple instrument runs, different preparation dates, or distinct sample cohorts.
Use when your TWIM-MS dataset contains ions with multiple charge states (e.g., +1, +2, +3 for the same molecular species) and you need CCS values that correctly account for the…
Use when you have a normalized gene expression matrix (bulk RNA-seq or microarray) from a time-course or multi-condition experiment and need to quantify whether known gene sets…
Use when you have multiple CSV feature tables from independent metabolomic experiments, each with RT and m/z annotations, and you need to produce a single consolidated feature…
Use when you have raw metabolomics data files in one or more of the supported formats (.raw from Thermo instruments, .d directories from Agilent, or mzXML open-format exports) and…
Use when after performing an ANOVA-style multi-group de_design() analysis on a LipidomicsExperiment object, when you need to determine whether a categorical sample variable (e.g.,…
Conducts multi-jurisdictional legal research and risk assessment across 50+ countries using the Legal Data Hunter MCP, producing cited comparative analyses of case law,…
Use when you have acquired complementary spectroscopic measurements (NMR, HSQC, COSY, IR) for the same molecular sample and need to combine them for structure elucidation.
Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or…
多视角投研分析-基本面/技术面/新闻/风险辩论。针对A股领域的专业AI辅助工具，\n，去除原始风险代码，增强安全性和稳定性，\n补充完整的错误处理与边界情况，增加多场景使用示例。\n\。Use when 用户需要多视角投研分析相关功能时使用。不适用于超出本技能能力范围的复杂需求。适用于独立开发者、企业团队和自动化工作流场景。 功能涵盖: — from…
多视角投研分析-基本面/技术面/新闻/风险辩论。针对A股领域的专业AI辅助工具，\n，去除原始风险代码，增强安全性和稳定性，\n补充完整的错误处理与边界情况，增加多场景使用示例。\n\。Use when 用户需要多视角投研分析相关功能时使用。不适用于超出本技能能力范围的复杂需求。适用于独立开发者、企业团队和自动化工作流场景。 功能涵盖: — from…
Use when searching across both Chinese and international sources simultaneously (17 engines: 8 CN + 9 Global).
Use when your research software comprises multiple independent subprojects or microservices (calculation engines, web services, data processors, websites) that must be deployed…
Pipeline for grounded research: gather (≥2 sources) → conflict-detect → synthesize-with-provenance. Cites K2 §3.1 (provenance per claim) + K2 §3.2 (multiview retrieval).