Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Provides startup advice using Steve Blank's Customer Development methodology and Lean Startup principles. Use when advising on startups, customer discovery, business models, pivots, or when user asks for startu...
Provides startup advice using Eric Ries' Lean Startup methodology focusing on Build-Measure-Learn cycles, validated learning, and rapid experimentation. Use when advising on MVPs, product iterations, pivot deci...
fetches the information about the work that should be done on the current branch. Use when the user tells you to "get the ticket info"
Build the React application and deploy to Hostinger via SSH. Use when user asks to deploy, publish, or push changes to production/hosting.
Build the React application and deploy to Hostinger via SSH. Use when user asks to deploy, publish, or push changes to production/hosting.
Write rigorous scientific manuscripts, research papers, grant proposals, and literature reviews. Use when drafting or revising any part of a scientific document including abstracts, introductions, methods, resu...
Standards and tools for creating, maintaining, and refactoring NIDM-integrated BIDSapps that run through BABS. Use when working with sensein BIDSapp repositories (freesurfer_bidsapp, mriqc-nidm_bidsapp, ants_bi...
Load CSV/XLSX into DuckDB with validation and an ETL markdown report
Data-only HS risk scoring (format/missing/haz/oog flags) with markdown report
Generate weekly KPI report (3PL/WMS) from shipments/events
Compare invoice draft rates vs standard rates and output CostGuard report
Reconcile normalized CI/PL/BL fields and output mismatch report
Create, edit, and build Observable Notebooks using Notebook Kit. Use when working with .html notebook files, generating static sites from notebooks, querying databases from notebooks, or using data loaders (Nod...
Sync timetrvlr public assets (embeddings, index files) to/from S3. Use this skill before deploying to ensure S3 has the latest assets. Invoke with /timetrvlr-assets.
Deploy applications to AWS (SageMaker, Amplify, EC2). Use this skill to deploy models, frontends, or manage infrastructure. Invoke with /deploy.
Manage VLM (Vision-Language Model) embedding service and jobs. Use this skill to start the Flask embedding service, run embedding jobs, or train the AE3D autoencoder. Invoke with /vlm-embed.
Work with Jupyter notebooks in the wc_simd project. Use this skill to run, convert, or explore notebooks. Invoke with /notebook.
Manage AWS EC2 instances for GPU workloads and Spark jobs. Use this skill to start, stop, or check status of EC2 instances. Invoke with /ec2.
Manage Docker Spark infrastructure for local development or production (S3). Use this skill to start, stop, or check status of Spark clusters. Invoke with /spark-docker.
Generate text embeddings using Qwen3 models via HuggingFace TEI. Use this skill to embed texts, configure the embedding service, or batch process documents. Invoke with /embed.
Work with IIIF manifests and the Wellcome Collection API. Use this skill to download manifests, extract metadata, or process canvases. Invoke with /iiif.
Explore Hive tables and datasets in the Wellcome Collection data warehouse. Use this skill to query tables, understand schemas, or analyze data distributions. Invoke with /data-explore.
Run tests for the wc_simd project using pytest. Use this skill to run all tests, specific test files, or individual test functions. Invoke with /run-tests.
Create a git commit following this repo's conventional commit style. Use this skill to commit staged changes or all changes. Invoke with /commit.
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