Directly use the Runway API from the agent to generate media, manage resources, and inspect account state
Design, execute, audit, or synthesize evidence-led user-demand research with the SURE protocol.
Use AlphaEarth Foundations Satellite Embeddings in Google Earth Engine (GEE) for change detection and area summarization.
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM.
Validate and explain GeoParquet 2.0 vector files by checking local
When the user has to prove, measure or defend what a customer actually got for their money — the impact hypothesis, the baseline, the…
Screen US stocks for high-quality dividend opportunities combining value characteristics (P/E ratio under 20, P/B ratio under 2)…
FP&A-style period-over-period variance analysis and trending reports.
Identify and classify duplicate TCR records across all VDJdb chunks at three resolution levels (beta-only, paired, and same-epitope…
When to activate: vector database, Pinecone, Weaviate, Qdrant, Chroma, HNSW, similarity search, metadata filtering, hybrid search…
Veeva Vault observability for enterprise operations.
Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps.
Build the VerityData Idea Discovery Dashboard (VIDD) — an interactive React artifact showcasing VerityData research briefs through six…
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL).
Use when designing multi-agent orchestration — patterns for delegation and coordination.
Use when diagnosing or optimizing LCP, INP, CLS — Core Web Vitals at the 75th percentile (LCP ≤2.5s, INP ≤200ms, CLS ≤0.1).
Use when optimizing web performance — field/lab measurement, traces, and loading fixes.
Use when optimizing performance — measure first, then profile, bundle, and fix loading or runtime.
Product analytics - event taxonomy, funnel analysis, A/B testing, retention metrikleri.
Prompt templates, few-shot examples, chain-of-thought, structured output, evals
Decide WHERE video/image generation runs when cost, volume, or capability forces a choice - subscription credits vs pay-per-use APIs vs…