Skills for your AI
Analyzes operational workflows to find bottlenecks, automation opportunities, resource allocation, standardization, communication, technology, training, risk, reporting and forecasting gaps. Use when a Head of Operations asks to analyze, streamline, standardiz
Plans technology integration projects for operations managers, covering infrastructure assessment, technology research, timelines, budgets, risks, stakeholder communication, training, testing, automation, IoT, and security. Use when planning or managing the ro
Builds, validates, and refines optimization models and interprets their results for data analysts. Use when selecting a model type, formulating variables/objective/constraints, cleaning data for modeling, checking a model, running sensitivity analysis, or opti
Selects, optimizes, and troubleshoots packaging automation for packaging engineers, covering solution selection, cost analysis, integration, compliance, maintenance, training, sustainability, and specific technologies. Use when choosing automation for a produc
Analyzes packaging materials, design, supply chain, and end-of-life options to reduce packaging waste. Use when choosing lower-impact materials, redesigning packaging, auditing waste, improving recyclability, assessing reuse systems, or planning supplier and L
Analyzes code, databases, networks, and resources to find performance bottlenecks and produce optimization plans and reports. Use when the user asks for code or query optimization, caching, latency reduction, profiling, load testing, resource tuning, web page
Converts source material about a person into a structured, reusable Person Profile for AI agents. Use when the user wants to distill a colleague, relationship, or celebrity, import messages, documents, links, or files about someone, update or list existing pro
Creates, reads, and updates per-project plugin configuration files at .claude/plugin-name.local.md with YAML frontmatter. Use when the user wants to set up a plugin's settings, read or change an existing plugin config, or check which defaults a plugin is using
When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement bann
Generates OpenRLHF training commands for PPO, GRPO, and DPO on large models with Ray and vLLM, and troubleshoots common training failures. Use when configuring or launching RLHF jobs, choosing between PPO/GRPO/DPO, or fixing OOM, DeepSpeed, instability, or slo
Analyzes power grid data for load flow, faults, stability, renewables, modernization, transmission, distribution, resilience, expansion, microgrids, cybersecurity, and asset management, returning structured findings and recommendations. Use when an energy engi
Generates safe, auditable PowerShell 5.1 scripts for Windows infrastructure automation across Active Directory, DNS, DHCP, and GPO using RSAT modules. Use when asked to create, review, or plan PowerShell 5.1 scripts, bulk AD user or group changes, DNS record u
Designs WinForms, WPF/Metro, and terminal UIs for PowerShell automation tools with clean separation between UI and business logic. Use when building or refactoring a PowerShell GUI or TUI, choosing a UI technology, or moving automation logic out of UI scripts.
Plans and tracks a process development scientist's day by prioritizing tasks, setting deadlines, time blocking, reducing distractions, delegating, automating, tracking time, managing communication, planning breaks, and supporting learning. Use when the user as
Analyzes process, production, and operational data to find bottlenecks, root causes, waste, and cost or quality gaps, then proposes and plans improvements. Use when the user supplies process data, logs, or metrics and asks for efficiency analysis, benchmarking
Analyzes supply chain data, forecasts demand, optimizes inventory, suppliers, transportation, processes, and risk using the owner's data. Use when asked to find supply chain bottlenecks, forecast demand, set inventory levels, evaluate suppliers, optimize route
Drafts stakeholder communication plans, matrices, engagement strategies, feedback mechanisms, templates, training, metrics, calendars and risk assessments for process improvement projects. Use when planning who to communicate with, how, how often, or when asse
Analyzes production data to find bottlenecks, root causes, and improvement opportunities, and prepares benchmarking, SPC, lean, training, and stakeholder reports. Use when a quality control inspector shares production data, defects, SOPs, or KPIs and needs ana
Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation, measure cycle times by stage, surf
Supports process simulation and modeling work — data analysis, flow diagrams, equipment sizing, material and energy balances, optimization, safety and environmental assessment, cost estimation, reporting, scale-up, and control or supply chain simulation. Use w
Tracks procurement regulations, drafts compliance documentation, audits, reports, training and vendor oversight frameworks. Use when the user needs regulatory research, audit checklists, compliance reports, vendor monitoring or risk assessment for procurement.
Analyzes procurement cost data to find savings, benchmark suppliers, forecast spend, and recommend cost reductions. Use when the user shares invoices, purchase orders, budgets, or supplier pricing and asks for spending breakdowns, variance analysis, total cost
Use when running an annual SaaS audit, doing category-level spend review, or rationalizing the supplier base — when the user needs a spend audit, spend categorization (UNSPSC-aligned with Pareto breakdown and industry profiles), purchasing-cycle analysis (bott
Assesses procurement risk across suppliers, markets, contracts, finances, supply chains, technology, operations, crises, and supplier performance, returning ratings and mitigation recommendations. Use when the user asks for a supplier risk assessment, contract
