Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.
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Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.
Sentiment Analyzer
0.00
Analyze text sentiment at scale with nuanced understanding
i18n-expert
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This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or similar, JSON locales), including installing/configuring...
testability-scoring
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AI-powered testability assessment using 10 principles of intrinsic testability with Playwright and optional Vibium integration. Evaluates web applications against Observability, Controllability,...
proposal-review
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Facilitate methodical review of proposals (technical designs, product specs, feature requests). Use when asked to "review this proposal", "give feedback on this doc", "help me review this RFC", or...
diagramming-expert
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Master of text-based visual communication using ASCII art, Unicode box-drawing, and structured diagram notation. Creates clear, maintainable diagrams for systems, processes, hierarchies,...
Entity Extractor
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Extract named entities from text with high accuracy and customization
Sync locales (补翻) and extract hardcoded text to i18n
documentation-lens
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Flag possible documentation duplication, misplacement, or verbosity. Use when drafting or reviewing docs, backlog items, ADRs, or explanatory text to steer toward a single source of truth.
pdf
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Comprehensive PDF manipulation toolkit for extracting text and tables,
NLP Pipeline Builder
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Build natural language processing pipelines for text analysis and understanding
Contrast ratios for text, focus indicators, UI components
youtube-transcript
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Extract transcripts from YouTube videos. Use when the user asks for a transcript, subtitles, or captions of a YouTube video and provides a YouTube URL (youtube.com/watch?v=, youtu.be/, or...
tg-review
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Use when at major project milestones, before sharing/deploying, or when user says "review this", "check my work", "is this ready", or similar quality gate requests. Orchestrates specialized review...
Generates comprehensive synthetic fine-tuning datasets in ChatML format (JSONL) for use with Unsloth, Axolotl, and similar training frameworks. Gathers requirements, creates datasets with diverse...
pdf-processing
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Extract text and tables from PDF files, fill forms, merge documents.
pdf-processing
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Extracts text from PDF files using PyPDF2.
Design vector similarity search systems for semantic retrieval at scale
Expert in building voice interfaces, speech recognition, and text-to-speech systems