Data

Use when preparing a medical-imaging dataset (DICOM/NIfTI) for modelling.

Use when a trained medical-imaging model needs its documentation.

Use when you must prove an analysis ran on the intended data or lock a dataset version.

Use when drafting a medical research manuscript or any IMRAD section.

First steps for using a Malloy Publisher deployment through its MCP tools.

After answering a data question, write down what the answer assumed so the next reader can trust the number.

Build or modify a Malloy Publisher report: a .malloy file with an ## artifact tag, written at the package root unless asked otherwise, laid out as a grid (a…

Add lightweight application monitoring, health checks, and request metrics with minimal dependencies and operational overhead.

Amazon Bedrock production readiness assessment covering IAM governance, data retention (ZDR), quota and capacity headroom, and operational observability…

Automatically load this skill when investigating application outages, service degradation, or errors that could have security-related root causes — including…

OpenTelemetry Collector component configuration.

Handle Frappe/ERPNext client support tickets: triage a reported issue/error, request site data via sandbox-safe System Console snippets, trace code paths, and…

Parse, query, and transform JSON data

When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory…

When throughput or latency is pipeline-limited, identify the single binding constraint and exploit, subordinate, elevate, then recheck—ignore non-constraints.

Create, update, and review Terraform provider documentation for Terraform Registry using HashiCorp-recommended patterns, tfplugindocs templates, and schema…

Migrate Terraform provider resources and data sources from Plugin SDKv2 to the Plugin Framework: muxing both plugins in one provider (terraform-plugin-mux…

Comprehensive guide for writing and running Terraform tests.

Anti-slop principles for B2C social posts and outreach.

Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design…

Right-size CI from measured run data instead of stacking pipeline mechanics.

Local Scanpy pipeline for single-cell RNA-seq QC, optional doublet detection, clustering, marker discovery, optional CellTypist annotation, optional latent…

Data-model rules that make a schema importable from day one, so the migration-import-engineer is never blocked on missing columns.

Onboarding-and-switching playbook for SMB Product-Builder products.