Skills for your AI
Guides ML project workflows from feature engineering through deployment, monitoring, retraining, explainability, and optimization. Use when planning or executing ML tasks such as feature selection, model choice, training, evaluation, deployment, or domain-spec
Monitors social platforms, news, and competitor activity to produce trend reports, sentiment analysis, influencer lists, and crisis alerts for media relations teams. Use when asked to track mentions or hashtags, summarize press coverage, compare competitor med
Guides systems administrators through planning and configuring IT monitoring across servers, networks, applications, logs, alerts, dashboards, and incident response. Use when setting up monitoring agents, network or APM tools, log pipelines, alert rules, dashb
Sets up and maintains observability infrastructure — metrics collection, alerting rules, dashboards, log aggregation, SLA reporting, distributed tracing, and runbooks. Use when the user needs monitoring configured, alerts defined, dashboards built, logs centra
Generates simple, well-structured Python Neo4j client libraries from GitHub issues, covering requirements analysis, code generation, QA, and pull request drafting. Use when a GitHub issue requests a Neo4j Python client, or when asked to analyze issue requireme
Designs, configures, and interprets network monitoring systems for bandwidth, traffic, device health, security, configuration, inventory, faults, capacity, and visualization. Use when setting up SNMP/NetFlow polling, analyzing packet captures, configuring aler
Designs, implements, and evaluates production NLP pipelines for classification, extraction, translation, sentiment, and question answering. Use when a user needs an NLP task scoped, a pipeline built, multilingual coverage, preprocessing, NER, classification, M
Design production-ready observability strategies combining metrics, logs, and traces. Includes SLI/SLO design, golden-signals monitoring, alert optimization. Use when adding observability to a new service, refactoring alerting that is too noisy, or designing a
Guides tracing, dataset creation, evaluation, monitoring, feedback, and CI/CD testing for LLM applications with LangSmith. Use when the user wants to set up tracing, evaluate model outputs, inspect runs, record feedback, or integrate LangSmith with LangChain o
Sets up OpenTelemetry tracing, evaluations, datasets, experiments, trace queries, feedback logging, production monitoring, and playground testing for self-hosted Phoenix LLM observability. Use when the user wants to trace an LLM app, evaluate outputs, manage d
Turns operational data into risk registers, mitigation plans, monitoring alerts, compliance gap analyses, incident and continuity plans, vendor risk reports, and risk reports. Use when asked to identify or reduce operational risks, monitor risk indicators, rev
Retrieves PagerDuty incident details, identifies on-call teams, analyzes likely root causes, searches GitHub for correlated code changes, and drafts remediation pull requests. Use when given an incident ID or service name, asked who is on call, asked for a lik
Generates production deployment configurations for PocketBase — systemd or Docker, reverse proxy with TLS, SMTP/S3 settings, hardening, and backups. Use when deploying PocketBase to a server, exposing it via nginx or Caddy, offloading email or storage, securin
Builds permit-ready Environmental Impact Assessment reports from data collection through impact, risk, mitigation, alternatives, consultation, compliance, monitoring and reporting. Use when starting an EIA, screening impacts, assessing risks, planning mitigati
Manages production Kubernetes deployments with safe rollouts, rollbacks, security defaults, resource and probe configuration, and pre/post-deployment validation. Use when deploying or rolling back a change, reviewing manifests for security or resource complian
Builds cross-platform PowerShell 7 automation for cloud, CI/CD, and enterprise operations, including Azure/M365 scripting, pipeline scripts, refactoring, parallelism, and secure authentication. Use when the user asks for PowerShell 7 scripts, Azure or Graph au
Supports PR specialists through a crisis with media monitoring, messaging, plans, media materials, stakeholder and internal communications, simulations, and post-crisis evaluation. Use when a crisis is active or emerging, when preparing crisis plans, scenarios
Builds and maintains predictive models for competitive intelligence, covering data cleaning, feature engineering, model training, evaluation, deployment, monitoring, and forecasting. Use when the analyst needs churn prediction, sales or market forecasting, pri
Guides analysts through the full predictive modeling workflow, from feature selection and preprocessing to evaluation, interpretability and deployment. Use when the analyst asks about choosing features, cleaning data, picking or tuning a model, evaluating perf
Generates fictional coach and player press conference responses for wins, losses, controversies, injuries, and comedic scenarios. Use when the user describes a game, incident, or injury and wants realistic interview quotes.
Analyzes pricing data — competitor pricing, market and cost trends, elasticity, segmentation, promotions, and scenarios — to produce internal pricing insights and recommendations. Use when the user asks for competitor price comparisons, elasticity estimates, v
Analyzes industrial process data for trends, anomalies, faults, quality, compliance, energy and control optimization, returning reports and alerts. Use when a process engineer needs historical or real-time process analysis, equipment failure prediction, parame
Identifies, evaluates, prioritizes, mitigates, and communicates product risks through structured assessments, registers, and stakeholder-ready reports. Use when starting a risk assessment, scoring likelihood and impact, ranking risks, planning mitigation, revi
Identifies, analyzes, and resolves production bottlenecks using provided production data, covering process mapping, data summaries, root causes, solution prioritization, action plans, and monitoring. Use when a production planner needs bottleneck analysis, res
