foryourhealth111-pixel/vibe-skills

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digital-brain This skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare for mee…

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dnanexus-integration DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, …

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doc Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fide…

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pytorch-lightning Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for mult…

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rdkit Core cheminformatics toolkit for SMILES/SDF/InChI parsing, descriptors (MW, LogP, TPSA), fingerprints, ECFP/Morgan fi…

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receiving-code-review Review-feedback handling route for CodeRabbit, GitHub, PR, or human reviewer comments. Use before implementing sugges…

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report-generator 高级报告生成专家，支持多格式输出、数据可视化和交互式报告生成。

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requesting-code-review Prepare and request a code review after implementation or before merge by assembling scope, requirements, git range, …

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research-grants Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review cr…

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research-lookup Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRo…

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rowan Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa…

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scanpy Single-cell RNA-seq and retained scverse workflow owner. Load .h5ad/10X data, manage AnnData metadata, plan scVI/scAN…

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scholar-evaluation Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across resear…

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scholarly-publishing Use when planning an end-to-end scholarly publishing workflow, including manuscript source-of-truth, submission asset…

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scientific-brainstorming Open-ended scientific ideation partner. Use for research gaps, mechanism exploration, interdisciplinary connections, …

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scientific-critical-thinking Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases a…

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scientific-data-preprocessing ⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (8…

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scientific-schematics Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini …

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scientific-slides Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentatio…

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scientific-visualization Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, col…

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scientific-writing Use when writing or revising scientific manuscript prose: IMRAD sections, abstracts, figure/table captions, citation-…

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scikit-bio Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), …

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scikit-learn Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression),…

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scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skil…

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scrapling CLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean, s…

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screenshot Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel…

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seaborn Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted…

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security-best-practices Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when th…

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security-ownership-map Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-co…

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security-reviewer Dedicated security-audit route for OWASP-style risks, secret leaks, auth flaws, injection, unsafe input handling, SSR…

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security-threat-model Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and…

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senior-computer-vision World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. …

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senior-data-scientist World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. E…

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senior-ml-engineer World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in…

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senior-prompt-engineer World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product develo…

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sentry Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry h…

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shap Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining …

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similarity-search-patterns Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest …

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simpy Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with…

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skill-creator Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an ex…

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skill-installer Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list …

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skill-lookup Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or …

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skypilot-multi-cloud-orchestration Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or bat…

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smart-file-writer Intelligent file write error handler: diagnoses permissions, disk space, path length, file locks before retrying. Use…

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sparse-autoencoder-training Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network act…

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spec-kit-vibe-compat Compatibility router for /speckit.* workflows into /vibe-first Codex execution.

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speckit-analyze Perform cross-artifact consistency analysis across spec.md, plan.md, and tasks.md. Use after task generation to ident…

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speckit-checklist Generate custom quality checklists for validating requirements completeness and clarity. Use to create unit tests for…

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speckit-clarify Structured clarification workflow for underspecified requirements. Use before planning to resolve ambiguities through…

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speckit-constitution Create or update project governing principles and development guidelines. Use at project start to establish code qual…

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