Design Shiny application UIs using bslib for theming, layout_columns for responsive grids, value boxes, cards, and custom CSS/SCSS.
Creation and genesis — generative ideation from void, structured emergence from ambiguity, and the discipline of bringing new patterns into existence.
Create interactive maps, elevation profiles, and spatial visualizations from GPX tracks, waypoints, or route data using R (sf, leaflet, tmap) or Observable (D3, deck.gl).
Bulk-extract every candidate flag from a binary namespace, build an extraction inventory with occurrence counts and call-type tags, cross- reference against a documented set, and…
Analyze pre-trained generative diffusion models (Stable Diffusion, DALL-E, Flux) by computing quality metrics (FID, IS, CLIP score, precision/recall), inspecting noise schedules,…
Develop a gas chromatography method from scratch: define analytical objectives, select column chemistry, optimize temperature programming, choose carrier gas and detector, and…
Pharmazeutische Serialisierungs- und Track-and-Trace-Systeme konform mit EU-FMD, US-DSCSA und anderen globalen Vorschriften implementieren.
Launch all available agents in parallel waves for open-ended hypothesis generation on problems where the correct domain is unknown.
Analyze a tensegrity system by identifying compression struts and tension cables, classifying type (class 1/2, biological/architectural), computing prestress equilibrium,…
Assess an open-source agent framework for investment readiness by evaluating community health, supersession risk, architecture alignment, and governance sustainability.
Evaluate and compare levitation mechanisms for a given application through a structured trade study. Covers magnetic (passive diamagnetic, active feedback, superconducting),…
Alluvial gold recovery using panning, sluicing, and classification. Covers site reading (geological indicators, stream dynamics, pay streak location), panning technique, sluice…
Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness.
Maintain a changelog following Keep a Changelog format. Covers entry categorization (Added, Changed, Deprecated, Removed, Fixed, Security), version section management, and…
Audit project dependencies for version staleness, security vulnerabilities, and compatibility issues.
Preserve and conserve library and archival materials. Covers environmental controls (temperature, humidity, light), handling procedures, book repair techniques (torn pages, loose…
Implement audit trail functionality for R projects in regulated environments. Covers logging, provenance tracking, electronic signatures, data integrity checks, and 21 CFR Part 11…
Temperamentbasierte Gesundheitsbewertung nach Hildegard von Bingens Causae et Curae durchfuehren. Bewertet die vier Temperamente (sanguinisch, cholerisch, melancholisch,…
Study the twenty-two Hebrew letters as mystical symbols. Covers letter forms, numerical values, elemental/planetary/zodiacal correspondences, Sefer Yetzirah attributions, and…
Prior art search for invention|patent claim. Patent + non-patent (academic, products, OSS), defensive pubs, standard-essential patents.
Evaluate and simplify Boolean expressions using truth tables, algebraic laws (De Morgan, distributive, absorption, idempotent, consensus), and Karnaugh maps for up to six…
Resolve merge and rebase conflicts with safe recovery strategies. Covers identifying conflict sources, reading conflict markers, choosing resolution strategies, and continuing or…
Scale distributed systems and organizations through colony budding, role differentiation, and growth-triggered architectural transitions.
Implement model drift monitoring using Evidently AI, statistical tests (PSI, KS), and custom metrics to detect data drift and concept drift in production ML systems.
Register trained models in MLflow Model Registry with version control, implement stage transitions (Staging, Production, Archived) with approval workflows, and manage model…
Edelsteinwert anhand der vier Cs (Farbe, Reinheit, Schliff, Karatgewicht), Herkunftsbewertung, Behandlungserkennung und Marktfaktorenanalyse bewerten.
Conduct a GxP audit of computerized systems and processes. Covers audit planning, opening meetings, evidence collection, finding classification (critical/major/minor), CA — from…
Work with the full set of Maxwell's equations in integral and differential form to analyze electromagnetic fields, waves, and energy transport.
Lieferergebnisse validieren und Belegnachweise aufbauen, wenn Arbeit zwischen Agenten uebergeben wird.
Systematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy calculations, compute/load ratio per tile, and…
Build sequential (stateful) logic circuits including latches, flip-flops, registers, counters, and finite state machines.
Master skill composing the 5-step synoptic cycle for panoramic synthesis across multiple domains. Orchestrates meditate, expand-awareness, observe, awareness, integrate-gestalt,…
Service Level Objectives (SLO), Service Level Indicators (SLI) und Service Level Agreements (SLA) mit Fehlerbudget-Tracking, Burn-Rate-Alerts und automatisierter Berichterstellung…
Communicate an integrated insight in a way that is accessible, actionable, and preserves the multi-domain nature of the understanding.
Generate production-quality Tables, Listings, and Figures (TLGs) from ADaM datasets using R code with gtsummary, gt, and ggplot2, guided by mock TLG shells.
Generate an interactive Shiny-based clinical trial exploration app using the R teal framework from ADaM datasets and mock TLG shells.
Extract structured metadata from clinical trial Protocol and Statistical Analysis Plan (SAP) documents into a standardized JSON format.
Manage an engagement buffer that ingests, prioritizes, rate-limits, deduplicates, and tracks state for incoming engagement items across platforms.
Generate mock TLG (Table, Listing, and Figure) shells from structured clinical trial metadata JSON. Use this skill whenever the user has trial metadata (output from the…
Generate ADaM datasets from SDTM data using {admiral} R code, driven by mock TLG shells. Use this skill whenever the user has SDTM datasets and mock TLG shells (output from…