Analytics & Monitoring Agent Skills for Windsurf (legacy)

Diagnose and fix TwinMind common errors and exceptions.

Optimize TwinMind costs across Free, Pro ($10/mo), and Enterprise tiers

Collect comprehensive diagnostic information for TwinMind issues.

Incident response for TwinMind failures: transcription not starting,

Monitor TwinMind transcription quality, meeting coverage, action item

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 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…

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

Analyze LLM experiment results. Handles single or comparative experiments, exploratory or Q&A modes. Use when user says "analyze…

Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

Audit and improve unit economics — LTV, CAC, payback period, gross margin, contribution margin.

Analyzes per-product and per-channel unit economics, CAC, and ROI to provide actionable capital allocation recommendations.

Diagnose unit profitability, CAC payback, defensible LTV, and break-even metrics across recurring, transactional, and service business…

Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete…

This skill should be used when the user asks "why does adding servers not help", "why did throughput drop when we scaled out", "how far…