Run the OLGA transient multiphase flow simulator from Python: locate the installation, generate its PVT table and hydrate equilibrium curve from a NeqSim fluid, validate a genkey case with a rule check, launch the batch engine with the right flags, decode the engine exit code, and read .tpl trend and .ppl profile…
DeMath is the first decentralized math research infrastructure on Base. The biggest mission in math history is wide open — the Riemann hypothesis and a curated set of open Erdős problems that mathematicians have worked on for decades. DeMath is the coordination layer for putting frontier AI compute on all of them, in…
Generate publication-quality academic diagrams, methodology figures, architecture illustrations, and statistical plots from text descriptions using the PaperBanana multi-agent AI pipeline. Also evaluate diagram quality against reference images. Use when: (1) user asks to generate, create, or make a research diagram…
A medical planning skill for outlining postoperative radiation-treatment targets in adenoid cystic carcinoma, a cancer that can spread along nerves. It focuses on tracing facial-nerve routes, skull-base openings, and perineural invasion, where cancer travels along a nerve.
Author, edit, debug, and interpret NONMEM control streams (.ctl, .mod), datasets, and output files for population PK/PD modeling. Use whenever the user mentions NONMEM, NM-TRAN, PREDPP, control streams, $PROBLEM/$INPUT/$DATA/$SUBROUTINES/$PK/$ERROR/$THETA/$OMEGA/$SIGMA/$ESTIMATION blocks, ADVAN/TRANS routines…
Unified author-response skill for all peer-review rebuttal formats: CV one-page PDF (CVPR/ICCV/ECCV), OpenReview threaded discussion (NeurIPS/ICLR/ACM MM), per-review character limits (ICML/KDD), Nature/journal point-by-point revision letters, and ARR/TMLR rolling revision. Routes by venue artifact family after shared…
A writing and journal-fit guide for manuscripts about smart agriculture, meaning the use of digital tools and data in farming. It covers the journal's subject areas, evidence expectations, titles and abstracts, and rejection checks.
Calculate C1V1=C2V2 dilutions, serial dilutions with plate-based replicates, and budget-conscious volume planning that accounts for micropipette systematic error.
Global hard standards for the user's scientific figures, manuscript plots, maps, GeoTIFF/raster visualizations, model-result charts, SHAP/ML figures, and submission-ready publication exports. Use whenever Codex creates, revises, reviews, audits, or writes code for any plotting or map task in any local project. Enforce…
Aggregate scattered experiment records from notebooks, logs, CSV metrics, and agent caches into a structured experimentallog.md. Inspired by PaperOrchestra's 4-phase aggregation pipeline. Use before claim-evidence-map to consolidate raw experiment evidence.
Produce publication-quality scientific figures in a restrained, vision-science-inflected house style. Use this skill whenever the user asks for plots, figures, or visualizations for a paper, preprint, talk, or grant — especially for vision, psychophysics, neuroscience, or computational modeling work — and any time the…
Invent mathematics for a system nobody has modeled yet — starting from brainstorming an abstract idea into a concrete, bounded direction, then observation before formalism, invariants, symmetry, dimensional analysis, and state-variable discovery, followed by formulation, proof strategy, and adversarial validation. No…
Use when a task touches clinical research, health claims, trial interpretation, medical AI safety, or content that could be mistaken for medical advice.
A ten-stage workflow for mathematical modelling, which uses mathematics and algorithms to represent and solve a real-world problem. It includes checklists for choosing methods, implementation, validation, sensitivity analysis, visualisation, and writing up results.
A Chinese-language workflow for closely reading research papers and turning them into practical research materials. It covers papers about topics such as wireless sensing, signal processing, and deep learning.
Use corpus-backed AAAI accepted-paper patterns to guide venue fit, paper structure, experiments, reproducibility, response planning, and presentation preparation. Use when preparing or auditing a AAAI-targeted conference paper, while separately verifying current official policy.
Ingest data from array file formats into an Icechunk or Arraylake repository as a single Zarr datacube. Use this skill whenever the user mentions archival array or scientific file formats such as netCDF/HDF5/TIFF/GRIB/Zarr; cloud-optimized or ARCO (Analysis-Ready Cloud-Optimized) data; creating, converting or moving…
ML research agent persona and operating protocols. Use when designing experiments, choosing problems, reading literature, analyzing training runs, writing research notes, debugging models, or when the user invokes research mode. Embodies outcome-first reasoning, fast iteration loops, taste-building, and honest logging…
Expert guidance for writing DFG (Deutsche Forschungsgemeinschaft / German Research Foundation) research grant proposals — from first idea to elan submission. Use this skill whenever the user is preparing, drafting, reviewing, or improving a DFG proposal, including Individual Research Grants (Sachbeihilfe), Emmy…
Submit, monitor, and troubleshoot Slurm jobs on Alliance (DRAC) HPC clusters. Covers Lua auto-routing, GPU/GRES discovery, MIG and soft-MIG, prolog-injected environment, proxy, cache redirection, and storage rules. Use alliance-cvmfs for software and modules, alliance-docs for cluster policies.
Record or update a Leo Lab experiment after the user has Play-tested a policy and supplied the actual result plus a run, job, checkpoint, W&B, or experiment identifier. Always compare the current experiment with its prior baseline, including reward/training parameters, environment I/O, and network architecture, then…
AI-powered plant health monitoring, diagnosis, and personalized care recommendations for home gardens and small farms.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: