Skill collection

foryourhealth111-pixel/Vibe-Skills

199 agent skills across 15 categories, read straight from the repository tree. The repo holds 258 SKILL.md files — 4 are the same skills republished elsewhere in the tree, and we count things rather than copies.

foryourhealth111-pixel2,593★ across the radarProfile →
199
Skills published
15
Categories
77
Ship scripts
2,593
Stars on the repo
Tracked on the radar · 2,593★Repository facts and velocity →
Data & Analytics · 51
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timesfm-forecastingZero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY…writesscriptsneuropixels-analysisNeuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4…scriptsdetecting-data-anomaliesInvestigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit…scriptspytorch-lightningDeep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers…scriptsfred-economic-dataQuery FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access…scriptspreprocessing-data-with-automated-pipelinesDesign and implement repeatable preprocessing pipelines for cleaning, encoding, transforming, and validating…writesscriptsspreadsheetUse when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`)…scriptsexploratory-data-analysisPerform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill…scriptsmarket-research-reportsGenerate comprehensive market research reports and industry/competitive analysis in the style of top…writesscripts
creating-data-visualizationssentrypydicomscanpystatistics-mathdatavisxlsxux-researcher-designergeomasterneurokit2aeonimaging-data-commonsstructured-content-storagealpha-vantagematlabomero-integrationusfiscaldatahedgefundmonitorscientific-data-preprocessingedgartoolslamindbpyhealthdaskpyopenms+ 18 more
AI & Agents · 19
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document-skillsUmbrella skill for document workflows (PDF/DOCX/XLSX/PPTX). Dispatches to the most specific document skill to…scriptsexplaining-machine-learning-modelsExplain trained machine learning models through feature attribution, local explanations, and behavior…writesscriptsskill-installerInstall Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks…scriptspufferlibThis skill should be used when working with reinforcement learning tasks including high-performance RL…scriptssimpyProcess-based discrete-event simulation framework in Python. Use this skill when building simulations of…scriptssenior-ml-engineerWorld-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.…scriptsrdkitCore cheminformatics toolkit for SMILES/SDF/InChI parsing, descriptors (MW, LogP, TPSA), fingerprints…scriptsskill-creatorGuide for creating effective skills. This skill should be used when users want to create a new skill (or…scriptsmath-toolsDeterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified…scripts
local-vco-rolessympymathematical-logic-expertshapcomprehensive-research-agenthive-mind-advancedskill-lookupthink-harderprompt-lookupwindows-hook-debugging
Documentation · 19
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citation-managementComprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate…writesscriptsscikit-learnMachine learning in Python with scikit-learn. Use when working with supervised learning (classification…scriptssmart-file-writerIntelligent file write error handler: diagnoses permissions, disk space, path length, file locks before…scriptsresearch-lookupLook up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models…writesscriptsdocUse when the task involves reading, creating, or editing `.docx` documents, especially when formatting or…scriptsdocx-comment-replyReply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded…scriptsmarkdown-mermaid-writingComprehensive markdown and Mermaid diagram writing skill that establishes text-based diagrams as the DEFAULT…writesscientific-writingUse when writing or revising scientific manuscript prose: IMRAD sections, abstracts, figure/table captions…writesvscode-release-notes-writerGuidelines for writing and reviewing Insiders and Stable release notes for Visual Studio Code.
spec-kit-vibe-compatprowler-docswriting-docswriting-plansdocs-writespeckit-planspeckit-specifyspeckit-analyzepymc-bayesian-modelingopenai-knowledge
Code Review & Quality · 17
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digital-brainThis skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare…scriptsclaude-skillsClaude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md +…scriptsevaluating-machine-learning-modelsEvaluate trained machine learning models with the right metrics and comparison logic. Use for benchmark…writesscriptsdetecting-performance-regressionsCompare current benchmark results against historical baselines to spot performance regressions. Use as an…writesscriptsliterature-reviewConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv…writesscriptsscientific-schematicsCreate publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses…writesscriptscontext-fundamentalsThis skill should be used when the user asks to "understand context", "explain context windows", "design…scriptsresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting…writessubmission-checklistStage-based submission checklists for papers/reports: pre-submission, submission, revision/rebuttal…writes
LQF_Machine_Learning_Expert_Guideslides-as-coderequesting-code-reviewembedding-strategiesvisualization-best-practicesdocs-reviewspeckit-checklistspeckit-constitution
Testing & QA · 14
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systematic-debuggingRoot-cause route for actual bugs, failing tests, build errors, crashes, stack traces, and unexpected…scriptsgenerating-test-reportsGenerate structured test reports with pass/fail rollups, coverage summaries, and test artifacts. Use when the…writesscriptsplaywrightUse when the task requires automating a real browser from the terminal (navigation, form filling, snapshots…scriptssplitting-datasetsSplit datasets into training, validation, and test partitions with the right stratification and temporal…writesscriptsproviding-performance-optimization-adviceProduce a prioritized performance-optimization roadmap across frontend, backend, and infrastructure. Use as…writesscriptsstatistical-analysisStatistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian…scriptsgtarsHigh-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with…hypothesis-generationStructured hypothesis formulation from observations. Use when you have experimental observations or data and…writesmetric-calculatorCompute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual…writes
hypothesis-testingproperty-based-testingspeckit-clarifytdd-guideverification-before-completion
Backend & API · 13
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speechUse when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or…scriptsimagegenUse when the user asks to generate or edit images via the OpenAI Image API (for example: generate image…scriptsstable-baselines3Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like…scriptsvideo-studioUse when the user asks to create or edit videos end-to-end (script→video, auto-cut/jumpcut…scriptsfigma-implement-designTranslate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow…rowanCloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows…MCP IntegrationThis skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin"…adaptyvCloud laboratory platform for automated protein testing and validation. Use when designing proteins and…openai-docsUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation…
scraplingralph-loopdocumentation-lookuparchitecture-patterns
Design & Presentation · 8
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autonomous-builderFull-stack software development agent for design, implementation, testing, and deployment. Use when the user…writesscriptspdfUse when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer…scriptslatex-postersUse when creating or revising LaTeX research posters with beamerposter, tikzposter, or baposter, including…writesscriptspymooMulti-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling…scriptssenior-prompt-engineerWorld-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI…scriptsmanuscript-as-codeTreat manuscripts as software: version control, reproducible builds, figure pipelines, CI, and structured…writesdialecticMinimal compatibility wrapper for vibe Dialectic Mode (multi-perspective design analysis).brainstormingYou MUST use this before any creative work - creating features, building components, adding functionality, or…
Workflow & Productivity · 7
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knowledge-stewardAI工作经验知识库管理。适用于用户明确要求'保存到Obsidian'、'记录这个'、'save this insight'、'memo this'、'capture…scriptsplanning-with-filesImplements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and…writesscriptsscholarly-publishingUse when planning an end-to-end scholarly publishing workflow, including manuscript source-of-truth…writescreate-planCreate a concise plan. Use when a user explicitly asks for a plan related to a coding task.speckit-implementExecute all tasks from the task breakdown to build the feature. Use after task generation to systematically…speckit-tasksBreak down implementation plans into actionable task lists. Use after planning to create a structured task…speckit-taskstoissuesConvert tasks from tasks.md into GitHub issues. Use after task breakdown to track work items in GitHub…
Databases · 7
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senior-data-scientistWorld-class data science skill for statistical modeling, experimentation, causal inference, and advanced…scriptsuniprot-databaseDirect REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For…scriptsError ResolverLegacy error-resolution reference archive retained for migration. Do not route user tasks here; use…biopythonPrimary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation…bio-database-evidenceUnified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer…ena-databaseAccess European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome…metabolomics-workbench-databaseAccess NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature…
Security · 5
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code-reviewerDefault code-quality route for broad code review, PR review, maintainability, correctness, and…scriptssecurity-best-practicesPerform language and framework specific security best-practice reviews and suggest improvements. Trigger only…deslopRemove AI-generated code slop from a branch: unnecessary comments, redundant defensive checks, boilerplate…security-reviewerDedicated security-audit route for OWASP-style risks, secret leaks, auth flaws, injection, unsafe input…receiving-code-reviewReview-feedback handling route for CodeRabbit, GitHub, PR, or human reviewer comments. Use before…
Media & Video · 4
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senior-computer-visionWorld-class computer vision skill for image/video processing, object detection, segmentation, and visual AI…scriptstranscribeTranscribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to…scriptspaper-2-webUse when converting academic papers into dissemination assets such as Paper2Web websites, Paper2Video video…writestransformersThis skill should be used when working with pre-trained transformer models for natural language processing…
DevOps & Cloud · 2
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netlify-deployDeploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host…Verification & Quality AssuranceComprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy…
Content & Marketing · 1
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pptxPresentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic…scripts
Frontend · 1
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G2 Legend ExpertExpert skill for G2 legend development - provides comprehensive knowledge about legend rendering…
Other · 31
clinical-decision-supportGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research…writesscriptsvenue-templatesUse when preparing manuscripts, conference papers, or academic posters that need venue-specific templates…writesscriptsjupyter-notebookUse when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments…scriptsscientific-visualizationCreate publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance…scriptscommit-with-reflectionGit提交与调试反思报告生成技能。用于分析开发过程中的错误、调试步骤和解决方案,生成结构化的中文反思报告,并创建包含报告引用的Git提交。显式请求词:反思提交、智能提交、生成调试报告、commit with…scriptspymc-bayesian-modelingBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC…scriptsmatplotlibFoundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export…scriptstorch-geometricGraph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous…scriptsetetoolkitPhylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection…scripts
cs-foundationscoding-tutorpydeseq2nowait-reasoning-optimizerflashrag-evidencewebthinker-deep-researchtorchdrugfluidsimstatsmodelsyeetmatchmsseabornsubagent-driven-developmentlatex-submission-pipelinescientific-reportingscientific-brainstormingcancel-ralphperformance-testingevals-contextcontext-huntersimilarity-search-patternsnode-zombie-guardian
For maintainers

Maintain foryourhealth111-pixel/Vibe-Skills? Drop this in your README — it shows how many of your skills are listed and updates itself.

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About this collection
How many skills does foryourhealth111-pixel/Vibe-Skills publish?

199 that pass our gate — each has a real description and a SKILL.md we could read. The repository actually contains 258 SKILL.md files, but 4 of them are the same skills republished in other folders, so we count things rather than copies.

How do I install one?

Every skill page carries its own command — `npx skills add foryourhealth111-pixel/Vibe-Skills --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

Are these skills able to change my files?

37 of them declare write access (Bash, Write or Edit) in their allowed-tools. That is the author's own declaration, shown on each skill page — worth reading before you install something that can modify a project.

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