Analytics & Monitoring Agent Skills

Assess whether structured data, query results, dashboards, or analytical evidence are trustworthy enough to use.

Systematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy…

Analyses customer and user feedback in Dcipher - reviews, support tickets, survey responses, call transcripts, chat logs, community posts…

Pull and interpret production experiment query-performance data from the staff-only `/api/debug_ch_queries` endpoints backing the…

Analyze PostHog insights, dashboards, or teams beyond the current project by querying the prod Postgres replicas synced into the dogfood…

Write effective, consistent annotations on LLM/agent spans and traces, and coach the user on annotation practice.

Manages Arize users, organizations, spaces, projects, roles, role bindings, resource restrictions, and API keys via the ax CLI.

Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features.

Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on…

Creates, manages, and queries Arize datasets and examples.

Handles LLM-as-judge and code evaluator workflows on Arize including creating/updating evaluators, running evaluations on spans or…

Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs.

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations.

Profiles and tunes Ascend AI operators across on-device and simulation environments using msOpProf.

Resolve and download public biological database files through IBM Aspera ascp, especially GEO, NCBI, SRA, and ENA accessions or links.

Analyzes personal health metrics and longitudinal data to identify patterns, correlations, and significant health trends.

Audit local Codex tasks and projects by tokens, active runtime, attributable disk usage, and estimated weekly subscription quota, then…

N/A-aware weighted rollup engine (leaf to sub-audit to category to final), critical-security-override, populates the branded…

Debug Auditaur-enabled Tauri apps. Use when asked to inspect app startup, telemetry readiness, frontend errors, IPC, events, traces…

Orchestrates official API data collection and baseline monitoring across Chinese AI platforms with AutoXEO Cloud.

Global-installable, project-level academic rebuttal strategy skill for AI/ML/CV/NLP/Robotics papers.