Evaluates price increases, packaging changes, and discount policies to model revenue impact and customer migration for recurring and…
Work with Prime Intellect products via the prime CLI and Python SDKs - verifiers environments and the Environments Hub, evaluations (local…
Evaluates the novelty of model-and-theory combinations by verifying actual prior implementations against academic literature.
Diagnoses Prismer Evolution plugin execution status and inspects structured debug logs for hook performance.
Procurement market intelligence — award-value benchmarks, top suppliers, incumbency and concentration, from the UK Tenders MCP
Use when user wants to produce a factual chronicle of development-skills plugin interactions in the current conversation for later…
Analyze product or business data to support a decision or recommendation.
Analyzes and classifies raw user feedback to generate prioritized pain points, sentiment trends, NPS calculations, and user personas.
Build the measurement layer of a product — one candidate North Star, the tree of levers that hold it up with where each is measured, one…
Initial time-bounded production discovery pass, run during or just after corpus kickstart when observability sources (Dynatrace, APM…
Guide production incident response for Kotlin plus Spring services from first alert through mitigation, diagnosis, and follow-up.
Query Executor's production telemetry — Axiom traces (executor-cloud dataset), prod Postgres via PlanetScale, PostHog product analytics…
Run repeated production discovery over multiple recent time slices, then cross those signals with source code, P5 catalogs, runtime…
Profile app performance while browsing, collecting Web Vitals and React rerender data via react-scan.
Audit datasets for completeness, consistency, accuracy, and validity.
Profile a medical-imaging dataset before any modelling decision is made — the acquisition grid, voxel spacing and orientation spread, the…
Progressive verification methodology for debugging complex systems.
Manage one isolated Conda prefix and dependency manifest per project on a shared lab host.
Discovers log files in PHP projects. Knows standard paths for Laravel, Symfony, CodeIgniter, Yii2/Yii3, PHP-FPM, Docker, CI/CD, web…
Log empirical quality metrics across projects: build pass rate, rework, coverage, discovery time, gate pass rate.
Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.