Skill UI

Generates a concise, actionable coding plan with atomic checklist steps for implementation, validation, and rollout from a user request.

This skill is designed for generating structured, insightful, and boundary-aware short answers, such as reader replies, editor responses, or consultation advice. It structures analysis by defining fact boundaries, providing structural judgment, offering necessary critique, and suggesting safe, low-risk next steps. It is primarily activated by the CrossFrame Suite, ensuring the output maintains a canonical Chinese semantic layer while providing professional, actionable advice.

This skill provides a systematic framework for diagnosing and proposing structural repairs for organizational failures. It moves beyond personal blame by analyzing complex dynamics such as team structures, project bottlenecks, authority chains, and governance gaps. It generates actionable memos and low-risk pilot plans, ensuring solutions address systemic root causes rather than individual shortcomings. Best used when CrossFrame Suite routes explicit organizational tasks.

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Guides the full workflow from exploratory data analysis to production deployment, covering experimentation, forecasting, NLP, and business intelligence for actionable insights.

This skill simulates a cloud cost optimization expert specializing in reducing infrastructure expenses across AWS, Azure, and GCP. It analyzes complex cloud spending patterns, identifies waste, overprovisioning, and potential savings opportunities. It provides actionable recommendations, implements cost controls, and proposes cost-effective, reliable architectures, ensuring cost efficiency without sacrificing performance or reliability.

This skill guides users who feel stuck or overwhelmed by providing a structured, branching approach to complex problems. Instead of giving vague advice, it asks clarifying questions (3-5 options) at each level, progressively narrowing the infinite problem space until concrete, actionable steps are identified. Ideal for career changes, starting businesses, or making major life decisions.

This skill functions as a dependency security expert, specializing in vulnerability scanning, license compliance, and supply chain security analysis. It evaluates project dependencies for known vulnerabilities, licensing issues, and outdated packages, providing actionable remediation strategies. Ideal for security audits, compliance checks, and planning package upgrades to mitigate risks.

This skill outlines a systematic, multi-phase workflow for diagnosing hard bugs and performance regressions in complex codebases. It emphasizes the critical necessity of building a tight, deterministic feedback loop (Phase 1) before moving to hypothesis generation. The process guides users through reproducing the failure, minimizing the scope of the issue, and forming actionable, ranked hypotheses.

This skill searches logs and codebases for error patterns, stack traces, and anomalies. It correlates errors across systems to identify root causes. Use it for building evidence-backed timelines for failures, comparing request outcomes, and analyzing stack traces. It supports log aggregation queries and anomaly detection to provide actionable findings and prevention strategies.

This skill conducts a comprehensive audit to identify and prioritize automation opportunities within a user's existing workflow. It guides users through a structured intake (covering roles, repetitive tasks, and pain points) and systematically scans connected tools (like Gmail, Slack, Calendar, and CRMs) to surface actionable, ranked quick wins, minimizing implementation effort and maximizing impact.

Performs a full GEO + SEO audit of any website using parallel subagent delegation: crawls pages, scores AI citability, brand authority, platform readiness, technical infrastructure, E-E-A-T content and schema, then produces an actionable improvement plan.

This skill formats AI responses to support ADHD readers by prioritizing immediate next actions, numbered steps, and specific time estimates. It eliminates tangents and preamble, ensuring visible progress and clear state tracking for better task execution and focus.