Analytics & Monitoring Agent Skills

Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer

Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction.

W&B: log ML experiments, sweeps, model registry, dashboards.

Use when the user wants the LLM to do its own ML research: a fully-autonomous loop that hacks the training code, runs it, and keeps…

View and manage the evaluation harness — session metrics, baselines, trend analysis, and regression detection.

Extraccion defensiva con JSON Schema, tool_choice forzado, enums con valvula de escape y nullable explicito; nunca prosa.

Use when auditing a KDD submission for readiness in either cycle, covering Research vs ADS track declaration, OpenReview profile…

Use when revising a KDD paper into the venue's register, where the first page names a data regime, a mechanism, and scale evidence…

Automate Keen IO tasks via Rube MCP (Composio).

Process Kepler short-cadence USP planet light curves for secondary-eclipse and phase-curve inspection.

Control camera movements in Kling AI video generation.

Set up logging and debugging for Kling AI API integrations.

Track and monitor Kling AI video generation task status.

Avoid common mistakes when using Kling AI API.

Generate videos from text prompts with Kling AI.

Build usage analytics and reporting for Kling AI video generation.

Official Kling direct API guidance for OpenMontage providers.

Automate Klipfolio tasks via Rube MCP (Composio).

Use when: (1) You've completed a competition or experiment and want to extract reusable knowledge, (2) Your agent keeps repeating the same…

Standardizes performance metrics by generating detailed, actionable KPI definition cards with measurement formulas and ownership.

Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.