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aws-serverless sickn33/ic-awesome-skills/aws-serverless Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway,…

sickn33/ic-awesome-skills

transformers k-dense-ai/scientific--skills/transformers Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tunin…

k-dense-ai/scientific--skills

infographics k-dense-ai/scientific--skills/infographics Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for …

k-dense-ai/scientific--skills

market-research-reports k-dense-ai/scientific--skills/market-research-reports Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for m…

k-dense-ai/scientific--skills

shap k-dense-ai/scientific--skills/shap Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing an…

k-dense-ai/scientific--skills

get-available-resources k-dense-ai/scientific--skills/get-available-resources Detect host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks …

k-dense-ai/scientific--skills

dask k-dense-ai/scientific--skills/dask Distributed computing for larger-than-RAM pandas/NumPy workflows.

k-dense-ai/scientific--skills

react-ui-patterns sickn33/ic-awesome-skills/react-ui-patterns Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, hand…

sickn33/ic-awesome-skills

matlab k-dense-ai/scientific--skills/matlab Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data…

k-dense-ai/scientific--skills

multi-tenant-architecture mblode/-skills/multi-tenant-architecture Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel.

handoff boshu2/ops/handoff Write compact caller-authored session evidence without choosing continuation. Triggers: "handoff", "write compact ses…

related-work-writing lingzhi227/-research-skills/related-work-writing Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly,…

lingzhi227/-research-skills

research boshu2/ops/research Answer one bounded question, cited. Not for dissecting a codebase; that is codebase-recon or reverse-engineer. Trigge…

financial-analysis- qodex-ai/ai--skills/financial-analysis- Create s for financial analysis, investment research, and portfolio management. Covers financial data processing…

qodex-ai/ai--skills

parallel-s jssblck/s/parallel-s Use when s work concurrently in a codebase, shared files have recurring merge conflicts, or S.md or CLAUDE.…

clean-code-principles asyrafhussin/-skills/clean-code-principles SOLID principles, design patterns, DRY, KISS, and clean code fundamentals.

asyrafhussin/-skills

optimize-for-gpu k-dense-ai/scientific--skills/optimize-for-gpu GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA…

k-dense-ai/scientific--skills

claude-certification rohitg00/ai-engineering-from-scratch/claude-certification AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from S…

rohitg00/ai-engineering-from-scratch

scikit-survival k-dense-ai/scientific--skills/scikit-survival Build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakag…

k-dense-ai/scientific--skills

open-notebook k-dense-ai/scientific--skills/open-notebook Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when org…

k-dense-ai/scientific--skills

parallel-web k-dense-ai/scientific--skills/parallel-web Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and rec…

k-dense-ai/scientific--skills

paperzilla k-dense-ai/scientific--skills/paperzilla Chat with your about projects, recommendations, and canonical papers in Paperzilla. Use when users ask for rece…

k-dense-ai/scientific--skills

databricks-core databricks/databricks--skills/databricks-core Databricks CLI operations and the parent/entry-point skill for Databricks CLI use: authentication, profile selection,…

databricks/databricks--skills

multi--brainstorming sickn33/ic-awesome-skills/multi--brainstorming Simulate a structured peer-review process using multiple specialized s to validate designs, surface hidden assum…

sickn33/ic-awesome-skills

umap-learn k-dense-ai/scientific--skills/umap-learn Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi…

k-dense-ai/scientific--skills

pymc k-dense-ai/scientific--skills/pymc Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, post…

k-dense-ai/scientific--skills

frontend-dev-guidelines sickn33/ic-awesome-skills/frontend-dev-guidelines You are a senior frontend engineer operating under strict architectural and performance standards. Use when creating …

sickn33/ic-awesome-skills

table-generation lingzhi227/-research-skills/table-generation Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables …

lingzhi227/-research-skills

torch-geometric k-dense-ai/scientific--skills/torch-geometric PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphS…

k-dense-ai/scientific--skills

venue-templates k-dense-ai/scientific--skills/venue-templates Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting…

k-dense-ai/scientific--skills

biopython k-dense-ai/scientific--skills/biopython Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogeneti…

k-dense-ai/scientific--skills

adaptyv k-dense-ai/scientific--skills/adaptyv How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieva…

k-dense-ai/scientific--skills

ai-s-architect sickn33/ic-awesome-skills/ai-s-architect Expert in designing and building autonomous AI s. Masters tool use, memory systems, planning strategies, and mul…

sickn33/ic-awesome-skills

anndata k-dense-ai/scientific--skills/anndata Data structure for annotated matrices in single-cell analysis.

k-dense-ai/scientific--skills

arboreto k-dense-ai/scientific--skills/arboreto Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).

k-dense-ai/scientific--skills

astropy k-dense-ai/scientific--skills/astropy Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coor…

k-dense-ai/scientific--skills

atomic-decomposition lingzhi227/-research-skills/atomic-decomposition Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept,…

lingzhi227/-research-skills

benchling-integration k-dense-ai/scientific--skills/benchling-integration Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling App…

k-dense-ai/scientific--skills

bioservices k-dense-ai/scientific--skills/bioservices Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL,…

k-dense-ai/scientific--skills

cellxgene-census k-dense-ai/scientific--skills/cellxgene-census Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.

k-dense-ai/scientific--skills

clinical-decision-support k-dense-ai/scientific--skills/clinical-decision-support Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarke…

k-dense-ai/scientific--skills

clinical-reports k-dense-ai/scientific--skills/clinical-reports Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safet…

k-dense-ai/scientific--skills

consciousness-council k-dense-ai/scientific--skills/consciousness-council Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill wh…

k-dense-ai/scientific--skills

context-compression sickn33/ic-awesome-skills/context-compression When sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive app…

sickn33/ic-awesome-skills

crm-lookup hubspot/-cli-skills/crm-lookup Find a specific CRM record by ID, email, domain, or name fragment, and traverse associations for the full account pic…

hubspot/-cli-skills

datamol k-dense-ai/scientific--skills/datamol Pythonic wrapper around RDKit with simplified interface and sensible defaults.

k-dense-ai/scientific--skills

deepchem k-dense-ai/scientific--skills/deepchem Molecular ML with diverse featurizers and pre-built datasets.

k-dense-ai/scientific--skills

deeptools k-dense-ai/scientific--skills/deeptools NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), …

k-dense-ai/scientific--skills

dhdna-profiler k-dense-ai/scientific--skills/dhdna-profiler Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how…

k-dense-ai/scientific--skills

esm k-dense-ai/scientific--skills/esm Use when working directly with the `esm` Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients, or ESMFo…

k-dense-ai/scientific--skills