Analytics & Monitoring Agent Skills

Cut through noisy Google Cloud Logging output and find the real signal.

Drive the dailies morning triage ritual over an overnight batch of AI-generated video takes.

Triage web analytics support tickets end to end: enumerate open tickets from the in-app conversations product and their Zendesk mirrors…

Run one neutral prompt independently across every discovered model from selected CLI providers, then compare all answers and failures.

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code…

Use when: (1) Competing in Kaggle simulation competitions (PTCG, Orbit Wars, etc.) where agents are rated by TrueSkill Bayesian scoring…

Invokes 300+ AI models via OpenRouter API for text completion, image generation, and model discovery.

Ideate and critique data visualizations using Edward Tufte's principles.

This skill enables Claude to optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization.

Import transcript-level quantifications from Salmon/kallisto/RSEM into R for gene-level analysis with DESeq2/edgeR using tximport or…

Use when packaging code, data, samplers, solvers, and logs for a UAI submission's 50 MB supplementary ZIP or a public post-acceptance…

Use when designing or auditing UAI experiments where inference quality is the endpoint, covering calibration and coverage measurement…

Use when positioning a UAI submission within the probabilistic reasoning, graphical-model, causality, and Bayesian ML literature, covering…

Use when hardening reproducibility evidence for a UAI paper, including seeds, sampler convergence diagnostics, ELBO and calibration…

Use when reasoning about UAI peer review on OpenReview, including bidding, double-blind evaluation against the correctness, novelty…

Use when splitting a UAI paper between the 8-page main part, the unlimited in-PDF appendix for proofs and protocols, and the optional 50…

Use when deciding whether a project belongs at UAI, where uncertainty representation, probabilistic reasoning, graphical models, causal…

Design or audit the uncertainty-quantification, out-of-distribution (OOD) detection, and selective-prediction layer of a medical-imaging…

walkerOS events are self-describing, stateless, vendor-agnostic data structures.

Manage and inspect UniFi Network controllers using uvx unifi-cli.

Use when: (1) deciding between unified vs day-specific models for multi-step forecasting, (2) considering blending day-specific with…