Analytics & Monitoring Agent Skills for Zed

Structured production incident workflow — gather symptoms, run diagnostics, correlate recent deploys, draft a timeline and incident report

Instrument code with structured logging, metrics, and OpenTelemetry tracing — define the on-call questions first, then work backward to…

Design, optimize, and evaluate prompts for LLM applications — system prompts, few-shot examples, chain-of-thought, structured outputs, and…

Install and configure the Manifest observability plugin for your agents.

When to activate: market research, TAM SAM SOM, market sizing, market segmentation, trend analysis, primary research, secondary research…

Estimate market, segment, or opportunity size with transparent assumptions and uncertainty.

Real estate market analysis for auctions.

Analyzes campaign performance datasets to diagnose funnel bottlenecks, calculate channel attribution, and generate actionable marketing…

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

Access Massive(Polygon) stock, crypto, forex, options, indices, futures, market data, and news APIs via CLI.

Implements mathematical models into reproducible Python code, validates constraints against baselines, and generates publication-ready…

Analyzes mathematical modeling competition problems, resolves ambiguities, evaluates candidate models against baselines, and enforces…

This skill should be used when the user asks to "run matrix diagnostics", "check matrix health", "fix matrix issues", "troubleshoot…

When to activate: Spark, PySpark, Kafka, Airflow, Prefect, ETL, data pipeline, batch processing, streaming, data lineage

When to activate: north star metric, NSM, input metrics, leading indicators, metric tree, metric framework, product health metric, vanity…

When to activate: product metrics, north star metric, KPIs, retention metrics, engagement metrics, revenue metrics, metric tree…

Defines and tracks UX success through metrics, measurement frameworks, and experimentation.

Data-integrity rules for measurement acquisition — NaN discipline (pre-allocated buffers, per-channel consecutive-failure thresholds…

Deep integration with media monitoring platforms for coverage tracking, sentiment analysis, and reporting

Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement…

Comprehensive memory quality review across 6 dimensions: purity, freshness, coverage, clarity, relevance, and structure.