Skills for your AI
Designs and maintains scalable data pipelines, ETL/ELT jobs, data models, orchestration, and data quality checks. Use when the user needs pipeline architecture, ETL/ELT scripts, data quality validation, performance optimization, data modeling, orchestration, s
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature e
Designs experiments, builds predictive models, performs causal inference and statistical analysis, and produces stakeholder-ready reports. Use when the user needs an A/B test plan, a churn or sales model, causal effect estimates, feature pipelines, model evalu
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applicati
Generates CI/CD pipeline configs, Terraform modules, deployment and Kubernetes manifests, Dockerfiles, and DevOps quality reports as reviewable drafts. Use when the user asks to set up a pipeline, scaffold infrastructure as code, generate deployment or contain
Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing fronte
Fullstack development toolkit with project scaffolding for Next.js, FastAPI, MERN, and Django stacks, code quality analysis with security and complexity scoring, and stack selection guidance. Use when the user asks to "scaffold a new project", "create a Next.j
Turns data, documents, and stated options into structured decision-support analysis—market scans, risk registers, scenario models, cost-benefit comparisons, stakeholder maps, decision trees, SWOTs, forecasts, resource plans, and decision records. Use when a se
ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, sett
Designs ML deployment pipelines, RAG/LLM integrations, monitoring, data pipelines, inference optimization, security compliance, and MLOps advisory plans. Use when a user needs to productionize a model, build RAG, set up drift monitoring, design data pipelines,
Senior Project Manager for enterprise software, SaaS, and digital transformation projects. Specializes in portfolio management, quantitative risk analysis, resource optimization, stakeholder alignment, and executive reporting. Uses advanced methodologies inclu
Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality, validate agent/tool configurations, analyze token usage, or design structured-output contracts. Covers eval-driven prompt
Optimizes prompts, designs RAG, agent, evaluation, production, and security setups for LLM systems, returning annotated rewrites, configuration changes, and design documents. Use when improving a prompt, fixing RAG relevance, designing an agentic workflow, def
Generates unit tests, integration tests, and E2E tests for React/Next.js applications. Scans components to create Jest + React Testing Library test stubs, analyzes Istanbul/LCOV coverage reports to surface gaps, scaffolds Playwright test files from Next.js rou
Generates test suites, analyzes coverage, scaffolds E2E tests, designs testing strategy, and implements automation patterns for React/Node projects. Use when the user needs new tests, coverage gap analysis, Playwright or Cypress setup, a testing strategy, or Q
Senior SecOps engineer skill for application security, vulnerability management, compliance verification, and secure development practices. Runs SAST/DAST scans, generates CVE remediation plans, checks dependency vulnerabilities, creates security policies, enf
Scans code for security vulnerabilities, assesses their severity, checks compliance against security standards, and consults reference material. Use when a user asks to scan a project directory, assess vulnerabilities in a path, run a compliance check, or look
Use when the user asks for STRIDE threat modeling, DREAD risk scoring, data-flow-diagram threat analysis, or a quick secret scan — or when a security request needs routing to the right specialist skill (pen-testing, incident response, cloud posture, red team,
Runs threat modeling, security audits, penetration tests, and security architecture, cryptography, and best-practices guidance on projects. Use when the user asks to threat model, audit, pentest, or review a project's security, or asks about security patterns,
Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns.
Analyzes customer feedback, reviews, social media mentions, and interaction logs for sentiment, churn risk, and advocacy opportunities. Use when asked to summarize satisfaction, scan brand mentions, compare competitor reviews, monitor a launch, find at-risk cu
Turns raw SEO data—rankings, traffic, backlinks, competitors, on-page elements, conversions, technical health, content, and ROI—into clear insights, reports, and recommendations. Use when analyzing keyword rankings, traffic, backlinks, competitors, on-page SEO
Performs technical SEO audits, meta tag and structured data validation, Core Web Vitals analysis, internal linking and mobile-first checks, and competitor benchmarking with prioritized fixes. Use when the user asks to audit a site's SEO, optimize titles and me
Plans and runs SEO and online visibility work covering keyword research, content optimization, competitor analysis, link building, local, technical, mobile and voice SEO, schema markup, performance reporting, and team enablement. Use when the user asks for key
