Agent skills

The shadcn CLI, component composition, theming, and registry workflow.

SwiftUI view refactor/review: layout, DI, Observation, view models.

High-throughput LLM inference on NVIDIA GPUs.

Track and visualize ML training experiments with Trackio.

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging…

Deep agentic-flow@alpha integration implementing ADR-001.

Deploy applications and websites to Vercel.

Searches multiple web sources, synthesizes findings, and produces cited research reports using delegated subagents.

W&B: log ML experiments, sweeps, model registry, dashboards.

Build and maintain a persistent, compounding knowledge base as interlinked markdown files (Karpathy's LLM Wiki pattern): ingest sources…

Always use when any visual/UI/UX task is required.

Portable OKF knowledge bundle for coding-agent memory and LLM wikis — start a wiki, ingest a source, query project knowledge with…

Draft a knowledge base article from a resolved issue or common question.

Maintaining the story knowledge base: creating, updating, and organizing wiki-style reference pages in kb/.

A retrieval and Q&A assistant for local knowledge base directories, combining grep, Read, pdfplumber, and pandas by file type for progressiv

Use when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML…

Use when auditing a KDD submission for readiness in either cycle, covering Research vs ADS track declaration, OpenReview profile…

Use when splitting a KDD paper across its 8 content pages, the optional appendix after the references, and the cited repository, under the…

Use when revising a KDD paper into the venue's register, where the first page names a data regime, a mechanism, and scale evidence…

Every KDP Niche Finder bucket as a local research database — rank niches across buckets Trigger phrases: `find a kdp niche`, `rank kdp…

Use when implementing or debugging ANY network request, API call, or data fetching.