Analytics & Monitoring Agent Skills for ChatGPT

Use when hardening the reproducibility of MLSys performance claims, pinning the full system layer from driver to interconnect, separating…

Use when auditing an MLSys submission for OpenReview readiness, covering the two-column 10-page body excluding references, the separate…

Use when revising an MLSys paper's prose and structure, building the measured-bottleneck opening, naming the mechanism instead of listing…

Generates python code that evaluates SageMaker models.

Build this skill enables AI assistant to provide interpretability and

Use when choosing or changing the actual model for an AI feature in a BRICKS app — which GGUF, which quantization, which size — and when…

Merge multiple fine-tuned models using mergekit to combine capabilities without retraining.

MANDATORY tracking protocol for multi-model validation.

Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace.

Stream live swarm events using the Monitor tool for real-time observability

Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (as_type, score_current_span…

Master Moon Dev's Ai Agents Github with 48+ specialized agents, multi-exchange support, LLM abstraction, and autonomous trading…

AI news tracking skill that monitors 80+ entities across 6 free sources (Reddit, HN, GitHub, HuggingFace, arXiv, X/Twitter).

System health check (MOT) for skills, agents, hooks, and memory

Analyzes 1C:Enterprise Data Composition Schema (SKD) XML files to inspect datasets, query texts, calculated fields, resources, and report…

Explain Finance Hub multi-currency display and conversion behavior.

This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at…

When the user wants to set up, improve, or audit analytics tracking and measurement.

Use when hardening the reproducibility story of a NAACL submission — treating the Responsible NLP checklist as a binding contract, pinning…

Use when a paper aimed at NAACL is about to be uploaded to an ACL Rolling Review cycle — verifying that the chosen cycle can still reach…

Guides survey-based structural equation modeling (SEM), mediation, moderation, and HLM analysis following Nankai Business Review standards.