foryourhealth111-pixel/Vibe-Skills

Adaptyv connects to a cloud laboratory platform for automated protein testing and validation. Use it to submit protein sequences via API for binding, expression, thermostability, or enzyme activity assays and retrieve results in about 21 days.

Aeon Time Series ML provides scikit-learn compatible algorithms for time series classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use it when working with temporal data that requires specialized methods beyond standard ML.

Algorithmic Art creates original generative art using p5.js with seeded randomness and interactive parameter exploration. Use it when users request art created with code, flow fields, particle systems, or other algorithmic techniques.

Alpha Vantage accesses real-time and historical financial market data via the Alpha Vantage API, including stock quotes, fundamentals, forex, crypto, commodities, economic indicators, and technical indicators. Use it when building financial applications, dashboards, or analysis scripts that need market data.

Architecture Patterns provides templates and guidance for implementing Clean Architecture, Hexagonal Architecture, and Domain-Driven Design in backend systems. Use it when architecting new services or refactoring existing code for maintainability and testability.

Astropy provides Python tools for astronomy and astrophysics, including celestial coordinates, physical units, FITS files, cosmological calculations, and time handling. Use it when working with astronomical data or performing coordinate transformations, unit conversions, or table operations.

Autonomous Builder drives end-to-end software development from requirements to deployment, handling architecture, implementation, testing, and deployment. Use it for project creation, feature development, bug fixing, or refactoring when the user wants full lifecycle ownership.

Bio Database Evidence retrieves biological database evidence for gene annotation, variant clinical significance, cancer mutations, GWAS trait associations, pathway mapping, target-disease evidence, protein structures, and interactions. Use it for cross-database biological ID mapping and evidence tables, not for full single-cell or bulk RNA-seq analysis.

Biopython is a Python toolkit for molecular biology sequence manipulation, file format parsing (FASTA/FASTQ/GenBank), NCBI Entrez database access, BLAST workflows, alignments, protein structures, and phylogenetics. Use it when an agent needs to handle biological sequences, run BLAST searches, or parse bioinformatics files.

Brainstorming turns ideas into fully formed designs and specs through collaborative dialogue before any implementation begins. It explores user intent, requirements, and design alternatives one question at a time, then documents the approved design.

Cancel Ralph removes the active Ralph loop state for Codex compatibility, reporting the current iteration if one was active. Use it to stop a Ralph loop while preserving the original cancel-ralph command name.

ChEMBL Database provides programmatic access to the EBI ChEMBL database of bioactive molecules, including compounds, targets, bioactivity measurements, and drug information. Use it to search compounds, retrieve IC50/Ki data, find inhibitors, and perform structure-activity relationship studies for medicinal chemistry.

Citation Management resolves bibliographic identifiers like DOI, PMID, and arXiv IDs, extracts accurate metadata, validates citations, deduplicates references, and generates formatted BibTeX entries for academic research and writing.

Claude Skills extracts domain material from docs, APIs, code, and specs into reusable Claude Code skills with SKILL.md, references, scripts, and assets. Use it when creating a skill from scratch or refactoring an existing one for clarity, reliable activation, and quality gates.

ClinPGx Database accesses ClinPGx pharmacogenomics data via REST API for gene-drug interactions, CPIC guidelines, allele functions, and precision medicine dosing decisions.

Clinical Decision Support Documents generates publication-ready clinical decision support reports for pharmaceutical and research settings. Use it for cohort analyses, evidence-graded treatment recommendations, and biomarker-driven decision algorithms.

Clinical Reports writes comprehensive clinical documentation including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient notes (SOAP, H&P, discharge summaries). Use it for healthcare documentation, research dissemination, and regulatory compliance with built-in HIPAA, FDA, and ICH-GCP checks.

Clinical Trials Database queries ClinicalTrials.gov via API v2 to search for clinical trials by condition, drug, location, status, or phase. Use it for clinical research, patient matching, and exporting trial data.

Code Reviewer performs broad code and pull request reviews focusing on correctness, bugs, maintainability, readability, regression risk, and test coverage gaps. Use it for fresh reviews and route dedicated security, TDD, or existing-comment tasks to more specific skills.

Coding Tutor creates personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. It maintains a persistent learning trail with spaced repetition and quizzes.

Commit with Reflection analyzes development errors, debugging steps, and solutions to generate a structured Chinese reflection report and create a Git commit referencing it. Use it after complex bug fixes or iterative feature development to capture reusable knowledge.

Comprehensive Research Agent provides structured protocols for source validation, error recovery, and transparent reasoning in multi-step research tasks. Use it when gathering information from multiple web sources or running multi-tool research workflows to avoid silent failures and premature conclusions.

Content Research Writer helps users research, outline, draft, and refine written content while preserving their voice and adding citations. Use it when writing blog posts, articles, tutorials, or technical documentation that requires sourced research and iterative feedback.

LQF Machine Learning Expert Guide provides routed guidance for machine learning and statistical modeling with a mandatory critical discussion mode that challenges assumptions and demands baselines. Use it when building or evaluating ML models, feature engineering, or debugging issues like overfitting.

Vibe governs complex agent tasks by freezing requirements, bounding execution, and enforcing verification and phase cleanup. Use it when you explicitly invoke $vibe or need disciplined multi-skill orchestration with hard stops and proof artifacts.