Skills for your AI
Calculates inventory KPIs such as turnover, DSI, DIO, fill rate, carrying cost, shrinkage, reorder points, and inventory-to-sales ratio from user-supplied inventory, sales, and cost data, and flags dead stock, stockouts, and record discrepancies. Use when an i
Turns IoT sensor data into collection, preprocessing, analysis, anomaly detection, predictive maintenance, automation, and domain application guidance. Use when the user needs help with IoT data pipelines, streaming analysis, device failure prediction, control
Plans, schedules, and tracks IT project time by estimating durations, building Gantt charts, finding critical paths, allocating resources, and analyzing time metrics. Use when planning milestones, updating schedules, tracking hours, prioritizing tasks, or audi
Analyzes IT service desk data—incidents, requests, SLAs, feedback, knowledge base, metrics, costs—into actionable reports for IT managers. Use when asked to find incident trends, bottlenecks, SLA breaches, satisfaction gaps, KPI benchmarks, triage models, or c
Creates and edits reproducible Jupyter notebooks for experiments, exploratory analysis, or tutorials using bundled templates and a helper script. Use when the user asks for a new notebook, wants to scaffold or populate one, needs safe edits to an existing .ipy
Launches a local web dashboard that visualizes a project's knowledge graph and returns the tokenized access URL. Use when the user asks to launch, start, or open the knowledge graph dashboard, or to view a project's knowledge graph in a browser.
Turns raw KPI data into cleaned datasets, calculated metrics, benchmarks, trend and root-cause analysis, forecasts, reports, and monitoring alerts. Use when the user needs to collect or clean performance data, compute KPIs, compare against benchmarks, explain
Analyzes business development KPIs and performance data, producing trend analyses, KPI definitions, benchmarks, dashboards, reports, and stakeholder communications. Use when the user needs historical performance analysis, KPI goal setting, KPI tracking or repo
Cleans, summarizes, analyzes, visualizes, and interprets laboratory data for lab managers, covering statistics, trends, correlations, regression, clustering, QC monitoring, and operational comparisons. Use when the user provides lab data and asks for cleaning,
Automates LabArchives electronic lab notebook operations via the LabArchives API, including authentication, notebook backup, entry and attachment management, site reports, and third-party integrations. Use when the user asks to set up LabArchives API access, r
Cleans, analyzes, models, and visualizes laboratory data and interprets results for lab technicians. Use when the user asks to clean a lab dataset, run statistical tests, build predictive or anomaly-detection models, forecast time series, reduce dimensions, cl
Analyzes production processes for waste, designs lean systems (standardized work, 5S, value stream maps, JIT/Kanban, TPM/SMED, Poka-Yoke), builds KPI dashboards and training materials, and plans Kaizen events. Use when the user asks to reduce waste, standardiz
Collects, cleans, analyzes, and interprets eLearning data to produce insights, predictive models, visualizations, reports, personalized learning paths, and intervention plans. Use when working with LMS exports, quiz results, engagement or discussion data, comp
Turns training data into insights, forecasts, and improvement plans for learning programs. Use when a coordinator wants training data analyzed, training needs forecast, reports or charts generated, LMS analytics integrated, learner feedback analyzed, personali
Analyzes logistics performance data into KPIs, trends, benchmarks, root causes, forecasts, cost and inventory insights, delivery, warehouse, supplier, customer, route, accuracy and workforce findings. Use when a logistics manager needs performance data gathere
Designs KPI dashboards, reporting views, and metric ownership for marketing teams. Use when the user asks what to track, how to structure reporting, or which metrics to prioritize.
Applies drug-likeness rules, structural alerts, complexity metrics, custom property constraints, and SMARTS group queries to compound libraries for triage. Use when the user provides SMILES lists and asks to filter, prioritize, or check them against medchem ru
Turns medical billing data into reports, trend analyses, financial and compliance summaries, KPIs, and visualizations. Use when the user asks to gather billing data, analyze trends, generate financial or compliance reports, track KPIs, review aging or denials,
Creates accurate Mermaid diagrams in markdown for processes, systems, and data models, including flowcharts, sequence diagrams, ERDs, C4 architecture, state diagrams, Gantt charts, and user journeys. Use when the user asks to visualize a process, API flow, dat
Analyzes, models, and interprets metabolic pathway data from omics, flux, kinetics, and metabolomics sources, producing structured databases, pathway reports, models, and visualizations. Use when organizing pathway data, identifying pathways from omics data, a
Standardizes and maintains Obsidian vault frontmatter metadata by adding missing fields, extracting creation dates, generating tags, assigning file types, and reporting changes. Use when a markdown file lacks or has incomplete frontmatter, needs a created date
Fetches and reports Railway service resource metrics (CPU, memory, network, disk) for one service or a whole environment, with time ranges and grouping. Use when the user asks about Railway resource usage, service performance, available metric measurements, or
Analyzes microbial ecology data from collection and organization through statistical, diversity, functional, bioinformatic, interaction, longitudinal, and visualization tasks. Use when the user needs to extract and structure microbial data, compute diversity o
Guides Weights & Biases experiment tracking, metric logging, hyperparameter sweeps, artifact and model registry management, run comparison, and checkpoint saving. Use when the user asks to set up a W&B run, log metrics, configure a sweep, log artifacts or mode
