Skills for your AI
Guides AI and ML integration across data preparation, model development, validation, deployment, monitoring, security, and automation. Use when planning or overseeing AI/ML projects such as churn prediction, chatbot training, forecasting, fraud detection, segm
Guides CIOs through AI and ML integration projects, from data preparation and model selection to deployment, monitoring, ethics, and domain use cases. Use when planning, evaluating, deploying, or improving an AI/ML project, or when addressing fairness, complia
Guides a CDO through the AI/ML project lifecycle — data preparation, model selection, training, validation, deployment, monitoring, ethics, optimization, continuous learning, and business applications. Use when planning, evaluating, deploying, or improving an
Guides IT directors through the AI/ML project lifecycle — data preparation, model selection, training, deployment, monitoring, and applied use cases like predictive maintenance and fraud detection. Use when planning, building, deploying, debugging, or interpre
Generates AI/ML test cases, synthetic data, performance, bias, robustness, explainability, integration, regression, usability, automation, triage, and monitoring outputs for QA testers. Use when testing an AI/ML model or system, auditing bias or fairness, prob
Use when assessing AI/ML systems for prompt injection, jailbreak vulnerabilities, model inversion risk, data poisoning exposure, or agent tool abuse. Covers MITRE ATLAS technique mapping, injection signature detection, and adversarial robustness scoring.
Supports research scientists across the algorithm development lifecycle, from data preprocessing and feature engineering through model selection, implementation, evaluation, optimization, validation, and documentation. Use when the user needs help cleaning dat
Analyzes algorithm time and space complexity, suggests efficiency improvements, data structure and memory optimizations, parallelization plans, redundancy elimination, heuristic and genetic algorithm design, profiling and parameter tuning, trade-off analysis,
Manages AlloyDB for PostgreSQL clusters, instances, and backups through gcloud commands, covering API enablement, creation, listing, and deletion. Use when the user asks to enable the AlloyDB API, create or delete an AlloyDB cluster or instance, or list AlloyD
Guides cybersecurity analysts through vulnerability scanning, threat modeling, risk identification, analysis, prioritization, mitigation, monitoring, compliance, business impact, incident response, training, and third-party risk tasks. Use when the analyst nee
Sets up an automated Android CI/CD pipeline from a GitHub repo to Google Play for TWA, React Native, Flutter, and native projects. Use when the user asks to set up CI/CD, verify prerequisites, configure signing, understand track publishing, or troubleshoot pip
Designs scalable Angular 15+ architectures, optimizes RxJS and NgRx state management, plans micro-frontends with Module Federation, and builds migration, performance, testing, and Nx monorepo strategies. Use when planning Angular architecture, fixing memory le
Designs and codes distinctive, production-ready UI layouts as runnable HTML/CSS or React, with committed visual direction, design tokens, and responsive checks. Use when the user asks for a hero, section, or component layout, a design direction, a token/type s
Designs and generates production-grade REST and GraphQL client code with resilience, security, versioning, and error handling. Use when gathering API requirements, designing REST or GraphQL architecture, applying security and error handling, generating complet
Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent conventions, missing versioning, and design smells before APIs ship. Use when reviewing a PR that adds or changes API endpoints,
Integrates third-party APIs with authentication, error handling, rate limiting, retries, webhooks, pagination, versioning, and security guidance. Use when selecting an API, reviewing API docs, setting up auth, building API clients, handling errors or rate limi
Audits REST APIs for authentication, authorization, injection, compliance, data protection, and hardening gaps. Use when reviewing JWT or session auth, RBAC permissions, input handling, GDPR/HIPAA/PCI DSS compliance, sensitive data exposure, or missing securit
Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.
Enumerates and diffs old and current API versions to find security-relevant regressions such as weaker auth, missing rate limits, and lax input validation. Use when auditing versioned API surfaces, comparing specs across versions, or hunting deprecated and int
App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app meta
Produces cloud-native architecture diagrams and documentation in Mermaid syntax, covering system context, components, deployment, data flow, sequences, NFR analysis and phased plans. Use when the user asks for architecture diagrams, an architecture document, d
Produces architecture modernization strategy documents covering service decomposition, event-driven design, API gateways, data migration, observability, and performance. Use when a user needs to break up a monolith, model business processes as events, draft Op
Scans a repository for x86-specific dependencies, build flags, intrinsics, and base images and migrates them to Arm64-compatible equivalents. Use when porting a codebase to Arm, checking Docker base images or packages for Arm64 support, or running a migration
Atlassian Administrator for managing and organizing Atlassian products (Jira, Confluence, Bitbucket, Trello), users, permissions, security, integrations, system configuration, and org-wide governance. Use when asked to add users to Jira, change Confluence perm
