Rapid pathogen characterization and drug repurposing for outbreaks.
Installs and wires up Open WebUI end to end, so a non-technical user gets a working local AI chat in the browser instead of setup…
Install the Datadog Agent on Kubernetes using the Datadog Operator — required before enabling Single Step Instrumentation (SSI), which…
13F institutional ownership tracker: quarterly hedge fund and mutual fund holdings from SEC 13F filings, by ticker or by manager, with top…
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type…
Add Pydantic Logfire observability to applications.
Specifies what analytics events to track, when they fire, and what properties to include, as a contract between product and engineering…
Build self-contained interactive HTML dashboards with Chart.js, dropdown filters, and professional styling.
Intervals.icu API for fitness data. Use when user mentions "Intervals.icu",
Investigate recent errors and exceptions in your Sentry projects
Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention…
Investigates a session recording by gathering metadata, person profile, same-session events, and linked error tracking issues in one pass.
Investigates server/infrastructure metric anomalies in PostHog Metrics — from "this metric is rising/dropping/spiking" or a fired alert to…
Evidence collection methods, problem categorization, analysis techniques, and solution design patterns
Tighten prompts across passes with a change log.
Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis.
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows.
Write SLO-based alert rules with burn rate thresholds and paired runbooks.
Use when asked to select chart types for analytics dashboards, choose BI visualizations, or design data displays.
Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific…
Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the…