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Agent skills
vibecoding

Topic: vibecoding

881 skills in this topic.

evals-context Provides context about the CoStrict evals system structure in this monorepo. Use when tasks mention "evals", "evaluation", "eval runs", "eval exercises", or working with the evals infrastructure. Helps distinguish between the evals execution system (packages/evals, apps/web-evals) and the public website evals display page (apps/web-roo-code/src/app/evals).
zgsm-ai/costrict 3,899
roo-conflict-resolution Provides comprehensive guidelines for resolving merge conflicts intelligently using git history and commit context. Use when tasks involve merge conflicts, rebasing, PR conflicts, or git conflict resolution. This skill analyzes commit messages, git blame, and code intent to make intelligent resolution decisions.
zgsm-ai/costrict 3,899
roo-translation Provides comprehensive guidelines for translating and localizing CoStrict extension strings. Use when tasks involve i18n, translation, localization, adding new languages, or updating existing translation files. This skill covers both core extension (src/i18n/locales/) and WebView UI (webview-ui/src/i18n/locales/) localization.
zgsm-ai/costrict 3,899
scanpy Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation, trajectory, for scRNA-seq analysis.
foryourhealth111-pixel/Vibe-Skills 1,415
datamol Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.
foryourhealth111-pixel/Vibe-Skills 1,415
speckit-constitution Create or update project governing principles and development guidelines. Use at project start to establish code quality, testing standards, and architectural constraints that guide all development.
foryourhealth111-pixel/Vibe-Skills 1,415
math-model-selector Routes problems to appropriate mathematical frameworks using expert heuristics
foryourhealth111-pixel/Vibe-Skills 1,415
hypothesis-generation Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
foryourhealth111-pixel/Vibe-Skills 1,415
providing-performance-optimization-advice Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks or seeking improvement strategies. Trigger with phrases like "optimize performance", "improve speed", or "performance recommendations".
foryourhealth111-pixel/Vibe-Skills 1,415
docx-comment-reply Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.
foryourhealth111-pixel/Vibe-Skills 1,415
explaining-machine-learning-models Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
foryourhealth111-pixel/Vibe-Skills 1,415
kegg-database Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for direct HTTP/REST work or KEGG-specific control.
foryourhealth111-pixel/Vibe-Skills 1,415
neuropixels-analysis Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.
foryourhealth111-pixel/Vibe-Skills 1,415
scholar-evaluation Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
foryourhealth111-pixel/Vibe-Skills 1,415
opentargets-database Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
foryourhealth111-pixel/Vibe-Skills 1,415
flowio Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
foryourhealth111-pixel/Vibe-Skills 1,415
local-vco-roles Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local vibe skill.
foryourhealth111-pixel/Vibe-Skills 1,415
metric-calculator Metric Calculator - Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of the Data Analytics skill category.
foryourhealth111-pixel/Vibe-Skills 1,415
prowler-docs Prowler documentation style guide and writing standards. Trigger: When writing documentation for Prowler features, tutorials, or guides.
foryourhealth111-pixel/Vibe-Skills 1,415
pubchem-database Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.
foryourhealth111-pixel/Vibe-Skills 1,415
skypilot-multi-cloud-orchestration 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.
foryourhealth111-pixel/Vibe-Skills 1,415
aios-analyst Business Analyst (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, i...
foryourhealth111-pixel/Vibe-Skills 1,415
cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
foryourhealth111-pixel/Vibe-Skills 1,415
geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, and 7 programming languages (Python, R, Julia, JavaScript, C++, Java, Go) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.
foryourhealth111-pixel/Vibe-Skills 1,415