Analytics & Monitoring Agent Skills

Guides empirical heterogeneity analysis for World Economy manuscripts using open-economy and international trade theory margins.

Constructs rigorous, testable cross-border transmission mechanism analyses aligned with the publication standards of The Journal of World…

Use when: (1) You have limited daily submission quota and 50+ skill files to explore, (2) Most Kaggle experiments cost 1 quota each but…

Use when: (1) Entering a new Kaggle competition and unsure what type it is, (2) Need to choose between forking public kernels vs building…

Use when: (1) Your OOF score improved but LB didn't (or got worse), (2) You need to decide whether to submit based on OOF alone, (3)…

Optimal blending strategy for Kaggle competitions: 80/20 rule (re-ranking vs raw).

Generates publication-quality figures for ML papers from research context.

Use when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or…

Central hub for building, testing, and iterating on ADK agents.

This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration…

Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator

Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer

Guidelines to create/update a new mode for PostHog AI agent.

Agent skill for neural-network - invoke with $agent-neural-network

Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer

Agent skill for performance-optimizer - invoke with $agent-performance-optimizer

Agent skill for safla-neural - invoke with $agent-safla-neural

Agent skill for swarm - invoke with $agent-swarm

Agent skill for trading-predictor - invoke with $agent-trading-predictor

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.

Instrument a webapp to send useful telemetry data to Azure App Insights