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An intelligent agent specifically designed to generate structured questions from documents. It analyzes the content attributes (outline-based vs knowledge-based), extracts key points, and produces hig…
Execute extract and use project memories from previous sessions for context-aware assistance. Use when recalling past decisions, checking project conventions, or understanding user preferences. Trigge…
Analyze the content of existing files in the Obsidian vault and, after user confirmation, organize and refine them according to the template. Errors are corrected but not mentioned in the final docume…
Analyzing PRD(requirements) to derive test cases. As the starting point of TDD, it defines test scenarios before implementation. Applying Inside-Out TDD approach.
Comprehensive Python testing best practices, pytest conventions, test structure patterns (AAA, Given-When-Then), fixture usage, mocking strategies, code coverage standards, and common anti-patterns. E…
Fetch and summarize latest articles from RSS feeds. Creates notes with article summaries as bullet points. Use to catch up on blogs without reading everything. Triggers on "rss catchup", "blog catchup…
SiYuan Notes query tool, if the user's request involves searching, retrieving, or browsing their note content, this skill should be used, for example: query my xxx
SVG creation, optimization, and transformation specialist. Use when creating vector graphics, optimizing SVG files with SVGO, implementing icon systems, building data visualizations, or adding SVG ani…
Monitor the context size and preemptively compress the context to prevent automatic compaction from running during work. It can be triggered by phrases such as "compress the context," "do a compact," …
MinIO S3-compatible object storage API. Use this skill for file upload, download, bucket management, and pre-signed URL generation.
This skill should be used when the user asks to 'specify a feature', 'write requirements', 'define what we're building', 'capture requirements', 'document the spec', or before invoking /architecture-t…
Provides comprehensive guidance for ProcessOn mind mapping including mind map creation, node management, and collaboration. Use when the user asks about ProcessOn mind maps, needs to create mind maps,…
Follow these patterns when implementing quant domain resources like Dataset, Signal, Alpha, Portfolio, Strategy, Universe, Backtest, or MonitoringRun in OptAIC. Use for creating DB models, DTOs, servi…
Use when creating episodic scripts, ensuring series continuity, adapting story concepts into visual narratives, or preparing scripts with sufficient beats for storyboarding
Validation loop for speccing. Clarifies requirements through structured questioning before document creation.
Generate technical science popularization comics, explaining complex technical concepts in a dialogue form. To be used when users request to 'explain technology with comics', 'generate technical scien…
Technical documentation improvement skill that provides purpose-oriented, multi-perspective review and iterative enhancement of markdown documents. Use when you need to improve the quality, completene…
MySQL performance optimization guide for Spring Boot/JPA. Use when reviewing database code, discussing index design, query optimization, N+1 problems, JPA/Hibernate tuning, or analyzing EXPLAIN plans.…
Master data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib
Manipulate PDF documents programmatically. Merge, split, rotate, and watermark PDFs. Extract text and metadata. Handle form filling and encryption/decryption.
Activate autonomous Ralph Wiggum loop mode for iterative task completion. Use when you have a well-defined task with clear completion criteria that benefits from persistent, autonomous execution.
Shell scripting best practices for writing safe, portable, and maintainable bash/sh scripts (formerly shell-scripts). Use when writing, reviewing, or refactoring shell scripts. Triggers on shell scrip…
Generates custom Claude Code subagents with specialized expertise. Activates when user wants to create a subagent, specialized agent, or task-specific AI assistant. Creates properly formatted .md file…
Deep analysis and Q&A for long documents (PDF reports, contracts, papers, manuals). Uses PageIndex MCP to build hierarchical tree indexes and reason over document structure for precise section-level r…