Designing interfaces where AI generates UI components dynamically.
Fallback authoring playbook for building general-purpose personal assistant agents that do not fit a more specific archetype.
Performs post-deployment canary checks and automated smoke tests to verify production health and detect regressions.
Performs comprehensive, read-only security audits and threat modeling to identify vulnerabilities across your codebase and supply chain.
Orchestrates development workflows, tracks project lifecycle stages, and recommends context-aware specialist skills for web, mobile, and…
Synchronizes project documentation, API references, and schemas with actual code changes and release diffs.
Conducts comprehensive technical design reviews covering data flows, state transitions, failure modes, and database migrations before…
Transforms ambiguous product requirements into comprehensive, testable, and actionable technical specifications.
Conducts rigorous pre-merge code reviews to catch operational bugs, security flaws, concurrency issues, and test gaps before deployment.
Executes browser-based user journey tests, investigates root causes, applies minimal fixes, and automatically validates regressions.
Performs comprehensive browser QA testing and structured bug reporting from a user perspective without modifying code or application data.
Investigates software bugs and incidents using hypothesis testing, data flow tracking, and systematic root cause analysis.
Automates code verification, commits, branch pushes, and pull request creation following strict repository standards.
Measures web performance baselines, Core Web Vitals, and regression metrics across deployments under standardized testing conditions.
Build production Firebase Genkit applications including RAG systems,
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Predict regulatory features, gene structure, and utilize the genome intelligent host DNA language model directly from DNA…
Full website GEO+SEO audit with parallel subagent delegation.
Performs deterministic Generative Engine Optimization (GEO) baseline analysis to evaluate brand visibility, recommendations, source…
Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and…
Transforms brand knowledge, question sets, and GEO analysis into verifiable, multi-tiered content deliverables and audit-ready reports.