Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive…
Release the screenpipe monorepo. Bumps versions, triggers GitHub Actions for app, CLI, MCP, and JS packages.
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search…
Track and inspect graph changes, diffs, temporal updates, and the impact of new data on Semantica knowledge graphs.
Run the full Semantica semantic extraction pipeline on a file or selected text — NER, relations, events, coreference resolution, triplets…
Manage ontology schemas, concepts, relationships, and alignments for Semantica knowledge graphs.
Define and enforce policies, access controls, and compliance rules over Semantica knowledge graphs.
Trace data lineage, source attribution, audit trails, and provenance assertions in Semantica graphs.
Query the Semantica knowledge graph using SPARQL, Cypher, keyword search, and structured graph query patterns.
Visualize the Semantica knowledge graph — topology, centrality, communities, paths, embeddings, decision insights, and temporal evolution.
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.