Analytics & Monitoring Agent Skills for Windsurf (legacy)

Prepare, format, and validate datasets for supervised fine-tuning and preference training.

Process split datasets into training, validation, and testing sets for

Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries.

Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations.

Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations.

Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations.

Diagnose the current OMC session or repo state using logs, traces, state, and focused reproduction

You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools.

Troubleshoot Coval OpenTelemetry trace ingestion, missing trace UI, sparse traces, bad simulation or conversation correlation, auth/org…

Add purposeful debug logging to improve observability without changing behavior.

Use when the user asks to debug, check, or diagnose a Snakemake pipeline on a remote cluster.

Use when diagnosing runtime errors, broken UI, failed requests, intermittent behavior, stale data, or performance symptoms.

Use when troubleshooting an agent built with the Microsoft Agents SDK (@microsoft/agents-hosting and related packages).

Use when instrumenting code with runtime logs to test a hypothesis — @dxos/log debug lines captured to app.log (browser), test.log (node…

Use when working with debugging toolkit smart debug

Deep autonomous diagnosis of a failed flow run.

Optimize deep learning models using Adam, SGD, and learning rate scheduling

Convert local videos into black/white grayscale depth-mask videos, optionally split into fixed-duration segments, with moderate contrast…

Implement production pre-recorded speech-to-text with Deepgram.

Collect Deepgram debug evidence for support and troubleshooting.

Create a minimal working Deepgram transcription example.