Accessibility barriers can exclude users and create compliance risk. This skill structures WCAG audits, testing evidence, prioritized findings, and remediation guidance.

Weak experiment design creates misleading results and wasted traffic. This skill applies hypothesis, metrics, sample size, tracking, execution, and analysis gates before decisions.

Interactive 3D websites often suffer from poor performance, inaccessible controls, and fragile asset pipelines. This skill guides stack selection, scene integration, optimization, loading states, and WebGL fallbacks.

Choosing the wrong chart can hide or distort important data patterns. This skill helps Claude, Codex, and Claude Code select chart types, improve dashboards, and explain visualization choices.

Teams often design flows from assumptions and miss accessibility issues. This skill guides research, structure, interaction design, and review using UX best practices.

Teams often struggle to turn technical details into clear documentation. This skill structures READMEs, API references, tutorials, and guides for Claude, Codex, and Claude Code.

Strategic choices often lack clear comparison of options, risks, and success measures. This skill structures decisions into analysis, recommendations, roadmaps, and metrics.

Sprint planning often stalls when scope, estimates, and capacity are unclear. This skill guides Claude, Codex, and Claude Code to create sprint goals, backlog tables, risks, and done criteria.

Python projects often need stronger correctness, types, and style. This skill guides implementation and review using practical Python best practices.

Meeting notes often lose decisions, owners, and deadlines after a discussion ends. This skill turns rough notes into clear minutes with action items, decisions, and next steps.

Teams lose time when frontend, API, database, and deployment choices are handled separately. This skill guides Claude, Codex, and Claude Code through full-stack application planning and implementation.

Misinformation and weak sources make claims hard to trust. This skill guides Claude, Codex, and Claude Code through evidence-based verification, source ranking, and clear verdicts.

Writing clear workplace email can take time and create tone concerns. This skill helps draft structured messages for common business situations.

Unclear writing can hide good ideas and slow review. This skill edits grammar, tone, structure, and concision for cleaner drafts.

Deep research is hard when sources disagree or lack context. This skill guides Claude, Codex, and Claude Code to synthesize sources, compare viewpoints, and produce cited research summaries.

Complex choices are hard when trade-offs are unclear. This skill guides Claude, Codex, and Claude Code through structured option scoring and practical recommendations.

Bugs waste engineering time when symptoms hide the real cause. This skill guides Claude, Codex, and Claude Code through structured investigation, hypothesis testing, fixes, and prevention.

Data work often needs clear queries, repeatable transformations, and careful interpretation. This skill guides SQL, pandas, statistics, and data cleaning workflows.

Drafting persuasive copy across channels takes time and consistent judgment. This skill guides Claude, Codex, and Claude Code to write focused marketing messages.

Academic research tasks often require careful reading, synthesis, and citation discipline. This skill helps structure paper reviews, literature summaries, and scholarly writing with consistent academic standards.