AI dynamic reasoning balance — maintaining grounded reasoning under cognitive pressure, smooth chain-of-thought coordination, and weight-shifting cognitive load across subsystems.
Design terminal output for a CLI tool with chalk colors, Unicode glyphs, multiple verbosity levels (human, verbose, quiet, JSON), and consistent voice rules.
Resolve merge and rebase conflicts with safe recovery strategies. Covers identifying conflict sources, reading conflict markers, choosing resolution strategies, and continuing or…
Machine-Learning-Modelle auf Produktions-Serving-Infrastruktur mit MLflow, BentoML oder Seldon Core mit REST/gRPC-Endpunkten bereitstellen, Autoscaling, Monitoring und…
Sakrale Musik im unverwechselbaren modalen Stil Hildegard von Bingens komponieren oder analysieren. Umfasst Moduswahl, Melodiekonturen (weitraeumige Melodien), Textunterlegung…
Analyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine.
Decommission a validated computerized system at end-of-life. Covers data retention assessment by regulation, data migration validation (mapping, transformation, reconciliation),…
Execute structural metamorphosis using strangler fig migration, chrysalis phases, and interface preservation.
Escalate blocked scraping campaigns with provider-neutral proxy rotation — pick datacenter/residential/mobile pools, integrate rotation with scrapling, configure session…
Design an acoustic levitation system that uses standing waves to trap and suspend small objects at pressure nodes.
Read a CONTINUE_HERE.md continuation file at session start and resume from where the prior session left off.
Evaluate and compare levitation mechanisms for a given application through a structured trade study. Covers magnetic (passive diamagnetic, active feedback, superconducting),…
Structured procedure for expanding attention from focused single-domain mode to panoramic multi-domain awareness.
Create multi-stage Dockerfiles that separate build and runtime environments for minimal production images.
Implement audit trail functionality for R projects in regulated environments. Covers logging, provenance tracking, electronic signatures, data integrity checks, and 21 CFR Part 11…
Detectar glyphs faltantes, iconos y variantes HD comparando registros contra archivos de mapeo de glyphs, directorios de iconos y manifiestos.
Create parameterized Quarto or R Markdown reports that can be rendered with different inputs to generate multiple variations.
Conduct a blameless post-mortem analysis after an incident. Build timeline reconstruction, identify contributing factors, and generate actionable improvements.
Assess and improve garden soil through testing, amendment, composting, and biodynamic preparations. Covers jar test, spade test, earthworm count, amendment by soil type (clay,…
Generate a Quarto-based tour report with embedded maps, daily itineraries, logistics tables, and accommodation/transport details.
Guide viriditas (greening power) meditation and philosophy practice. Covers the concept of viriditas as divine life force, structured meditation protocol, seasonal attunement, and…
Entwickelt eine bestehende Teamzusammensetzung weiter, indem ihre Struktur direkt verfeinert oder eine spezialisierte Variante erstellt wird.
Sharpen and maintain knives using whetstones, field stones, and improvised abrasives. Covers blade anatomy, bevel assessment, whetstone technique (coarse to fine progression),…
Diophantische Gleichungen (nur ganzzahlige Loesungen) einschliesslich linearer, quadratischer und Pell-Gleichungen loesen.
Plan a multi-stop tour route with waypoint optimization, drive/walk time estimation, and POI discovery along the route using OSM data.
Write comprehensive testthat (edition 3) tests for R package functions. Covers test organization, expectations, fixtures, mocking, snapshot tests, parameterized tests, and…
Register trained models in MLflow Model Registry with version control, implement stage transitions (Staging, Production, Archived) with approval workflows, and manage model…
Review a data analysis for quality, correctness, and reproducibility. Covers data quality assessment, assumption checking, model validation, data leakage detection, and…
Einen Garten mittels eines strukturierten sensorischen Protokolls beobachten und bewerten, adaptiert von Coordinate Remote Viewing.
Fit hidden Markov models using the Baum-Welch (EM) algorithm with model selection, Viterbi decoding for state sequences, and forward-backward probabilities.
Evaluate a system's current structural form, identify transformation pressure, and classify transformation readiness.
Analyze pre-trained generative diffusion models (Stable Diffusion, DALL-E, Flux) by computing quality metrics (FID, IS, CLIP score, precision/recall), inspecting noise schedules,…
Practicar aikido como arte marcial defensivo que enfatiza la armonía, la redirección y la resolución controlada.
Extract structured metadata from clinical trial Protocol and Statistical Analysis Plan (SAP) documents into a standardized JSON format.
Communicate an integrated insight in a way that is accessible, actionable, and preserves the multi-domain nature of the understanding.
Generate an interactive Shiny-based clinical trial exploration app using the R teal framework from ADaM datasets and mock TLG shells.
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…
Generate production-quality Tables, Listings, and Figures (TLGs) from ADaM datasets using R code with gtsummary, gt, and ggplot2, guided by mock TLG shells.
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…