Analytics & Monitoring Agent Skills

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Use when after harmonizing MS/MS spectra and metadata fields (compound

Expert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation visualization, voice…

Use when drafting, revising, or diagnosing an LLM system prompt, message layout, tool description, tool schema, or structured-output…

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Operate the SpikingJelly package for SNN modeling, datasets,

Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed).

Use when writing, reading, or debugging SPIP logs — spip_log(), journal(),

Master data visualization with chart selection, dashboard design, Tableau, Power BI, and effective data storytelling.

Use when the user asks for a Splunk admin doctor, health audit, full feature coverage check, production-

Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`…

Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and…

Applies an SRE observability mindset to systems, automation, deployments, recovery procedures, scripts, services, and AI-assisted…

Review code and configuration for SRE concerns — SLO/SLA coverage, observability gaps, toil, alerting blind spots, and reliability…

SLO and error-budget reasoning for Site Reliability Engineering: defining what "reliable enough" means for a system, measuring it…

[production-grade internal] Makes systems reliable in production — SLOs, monitoring, alerting, chaos engineering, incident runbooks…

Creates ML demo interfaces with Gradio, supporting images, text, audio, and video inputs/outputs.

Interactive naming convention standardization for TMDL-based Power BI semantic models.

Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives…

Use to enforce PNAS's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with…