foryourhealth111-pixel/Vibe-Skills

Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

About the project

Vibe-Skills is a collection and routing system that helps AI agents discover, select, and coordinate specialized skills for completing tasks. It is intended for agents that need to organize workflows across many installed capabilities. The catalogue entries are skills and an agent belonging to this system.

3.3kStars on the repository
200Mods indexed here, across every type
12d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

scientific-schematics

169

foryourhealth111-pixel/Vibe-Skills

Skill Claude Code

Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and…

not rated 3.3k +78 12d ago A 64 tokens copy · 91% Apache-2.0

scientific-slides

170

foryourhealth111-pixel/Vibe-Skills

Skill Claude Code needs its repo

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and…

not rated 3.3k +78 12d ago A SkillSpector: warn 65 tokens original Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

not rated 3.3k +78 12d ago A 45 tokens copy · 94% Apache-2.0

scientific-writing

172

foryourhealth111-pixel/Vibe-Skills

Skill Claude Code

Use when writing or revising scientific manuscript prose: IMRAD sections, abstracts, figure/table captions, citation-integrated paragraphs, reporting-guideline language, terminology, clarity, and journal-submission text.

not rated 3.3k +78 12d ago A SkillSpector: warn 44 tokens original Apache-2.0

scikit-bio

173

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.

not rated 3.3k +78 12d ago A SkillSpector: warn 54 tokens copy · 81% Apache-2.0

scikit-learn

174

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for…

not rated 3.3k +78 12d ago A 68 tokens copy · 89% Apache-2.0

scikit-survival

175

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis, fitting Cox models, Random Survival Forests, Gradient Boosting models, or Survival SVMs, evaluating survival predictions…

not rated 3.3k +78 12d ago A 91 tokens copy · 95% Apache-2.0

scrapling

176

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

CLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean, selector-based outputs (html/md/txt).

not rated 3.3k +78 12d ago A SkillSpector: pass 35 tokens original Apache-2.0

screenshot

177

foryourhealth111-pixel/Vibe-Skills

Skill Codex

Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

not rated 3.3k +78 12d ago A SkillSpector: pass 45 tokens original Apache-2.0

seaborn

178

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.

not rated 3.3k +78 12d ago A 38 tokens copy · 89% Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Codex

Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not…

not rated 3.3k +78 12d ago A 73 tokens copy · 100% Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Codex

Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for…

not rated 3.3k +78 12d ago A 99 tokens copy · 100% Apache-2.0

security-reviewer

181

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Dedicated security-audit route for OWASP-style risks, secret leaks, auth flaws, injection, unsafe input handling, SSRF/XSS, and sensitive-data exposure. Use instead of code-reviewer when the prompt explicitly asks for security, vulnerability, threat, auth, or OWASP review.

not rated 3.3k +78 12d ago A SkillSpector: pass 62 tokens original Apache-2.0

security-threat-model

182

foryourhealth111-pixel/Vibe-Skills

Skill Codex

Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling.…

not rated 3.3k +78 12d ago A 82 tokens copy · 100% Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex needs its repo

World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI…

not rated 3.3k +78 12d ago A SkillSpector: pass 85 tokens original Apache-2.0

senior-data-scientist

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foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex needs its repo

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and…

not rated 3.3k +78 12d ago A 91 tokens copy · 89% Apache-2.0

senior-ml-engineer

185

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex needs its repo

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models…

not rated 3.3k +78 12d ago A SkillSpector: pass 91 tokens original Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex needs its repo

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building…

not rated 3.3k +78 12d ago A 89 tokens copy · 86% Apache-2.0

sentry

187

foryourhealth111-pixel/Vibe-Skills

Skill Codex

Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require SENTRYAUTHTOKEN.

not rated 3.3k +78 12d ago A SkillSpector: warn 50 tokens original Apache-2.0

shap

188

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing…

not rated 3.3k +78 12d ago A 109 tokens copy · 100% Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

not rated 3.3k +78 12d ago A SkillSpector: pass 30 tokens original Apache-2.0

simpy

190

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.

not rated 3.3k +78 12d ago A 56 tokens copy · 97% Apache-2.0

skill-lookup

191

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or mentions skills for Claude. Use for discovering, retrieving, and installing skills.

not rated 3.3k +78 12d ago A SkillSpector: pass 42 tokens original Apache-2.0

foryourhealth111-pixel/Vibe-Skills

Skill Claude CodeCodex

Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.

not rated 3.3k +78 12d ago A 51 tokens copy · 100% Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: