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Transform AI-generated content into authentic, human-sounding writing. Covers AI pattern detection, natural writing rhythm restoration, voice injection, brand personality application, and authenticity scoring. Use when content sounds robotic, uses AI cliches, lacks personality, reads like committee writing, or when user mentions AI content, make it human, add personality, sounds robotic, fix AI wr

Expert product design covering UI/UX design, design systems, prototyping, user research, and design thinking. Use when creating user journey maps, building wireframes, defining design tokens and component systems, planning usability tests, or establishing design principles for a product.

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user

End-of-life product messaging and sunset communication framework for creating clear, empathetic EOL announcements that preserve customer trust and facilitate smooth transitions. Use when sunsetting a product, feature, or service.

Validate that a monthly investor update has the structural sections that separate strong updates (transparent, decision-relevant, asks specific) from weak ones (PR-style, all-good-news, no asks). Use before sending a monthly investor update, or when the user mentions investor update, monthly update, or fundraise communication cadence.

This skill should be used when the user asks to "audit Google Workspace", "check GWS security settings", "set up Google Workspace authentication", "diagnose Workspace issues", or "review Google admin configurations".

Expert data analysis covering SQL querying, data visualization, statistical analysis, business reporting, and data storytelling. Use when writing SQL queries, building dashboards, performing cohort or funnel analysis, running hypothesis tests, or presenting data-driven recommendations to stakeholders.

Free tool marketing strategy covering idea evaluation, tool design, lead capture architecture, SEO landing pages, launch playbook, and ROI measurement for calculators, generators, checkers, graders, and interactive tools.

Detects documentation drift against code changes, scores staleness on a weighted 0-100 scale, validates API docs via AST parsing, and audits link integrity. Use when documentation falls out of sync with code, preparing releases, running CI doc gates, or auditing README/API doc accuracy.

Vertical-slicing playbook with 9 canonical patterns for splitting epics into shippable user stories without losing user value.

Audit PDF files for metadata leakage, page count, encryption, JavaScript, embedded files, and version. Use before sending a PDF externally, when redacting sensitive metadata, or when the user mentions PDF audit, PDF metadata, PDF leakage check, or PDF security review.

pycse auxilia em tarefas de computação científica, como regressão não linear, quantificação de incertezas e design de experimentos. É útil para otimização numérica, ajuste de dados, design experimental ou análise de incertezas.