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Project Knowledge Base Manager - Transforms insurance business project documents (data analysis, PPT reports, technical solutions) into structured, transferable knowledge assets. Supports: (1) automat…
Master Python syntax, data types, control flow, functions, OOP, and standard library
Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use…
High-performance RAG multi-retrieval service. Integrates Milvus vector database for semantic retrieval and combines a Rerank model for precise re-ranking, supporting efficient storage of massive docum…
Capture photos remotely from mobile devices for hardware inspection, PCB debugging, chip identification, document capture, or visual analysis. Use when you need to see something in the physical world …
Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval f…
Research methodology for hypothesis testing, evidence evaluation, and verification standards in geoscience research. Use when designing experiments, formulating hypotheses, or evaluating evidence qual…
Design layout, responsive behavior, interactions, and accessibility. Use when: sdd-design assigns UI/UX Design section. Triggers: "design layout", "responsive design", "accessibility", "interaction de…
Advanced LLM prompt engineering expertise for crafting highly effective prompts, system messages, and tool descriptions with Claude-specific techniques
Python development for scientific computing and SciTeX projects. Includes testing, debugging, ML practices, and environment management.
Implement quiz game logic including game creation, player turn management, score calculation, answer validation, and game completion. Use when building game flows, turn-based mechanics, and scoring al…
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.
Generate professional tutorial and introduction videos for projects using Remotion. Analyzes project workflows, creates structured video compositions with chapters, transitions, and annotations aligne…
Resume structure, achievement bullet formulas, ATS optimization, and job-targeted tailoring for software engineers. Use when reviewing resumes, crafting achievement bullets, extracting keywords from j…
Evaluate film and television scripts from the three dimensions of ideality, artistry, and watchability and score them. Suitable for assessing the quality of script development, determining directions …
A decision guide for invoking search tools. Clearly defines when the Agent should call upon search tools (e.g., for real-time information, specific facts) and when it should rely on its internal knowl…
Develop and optimize AI prompt strategies for code generation. Use when creating new AI model strategies, optimizing prompts for Claude/GPT/Gemini/DeepSeek/Grok, or improving prompt quality. Includes …
Python development using the `uv` package manager. Use this skill when working with Python projects that use `uv` for dependency management, when initializing new Python projects, or when the user men…
Build the FastAPI-based RAG service using OpenAI Agents/ChatKit, Neon Postgres, and Qdrant for the textbook. Use when creating ingestion pipelines, query endpoints, or configuring vector storage for b…
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.
Guide requirement writing, user story creation, and feature specification. Use when: writing requirements, user stories, issues, feature planning. Keywords: requirement, user story, issue, feature, sp…
Rust programming style guide and conventions. Use this skill when writing, reviewing, or modifying Rust code. Covers string creation, type annotations, control flow, naming conventions, imports, error…
Use when creating episodic scripts, ensuring series continuity, adapting story concepts into visual narratives, or preparing scripts with sufficient beats for storyboarding
Security reminder hook that warns about potential security issues when editing files, including command injection, XSS, and unsafe code patterns