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Build, review, debug, and launch MPI-based applications across Open MPI, MPICH-family, Intel MPI, MVAPICH2, and scheduler-integrated runtimes. Use when working with `mpirun` or `mpiexec` or `srun`, wr…
Build, review, debug, and automate ParaView post-processing and visualization workflows. Use when working with ParaView readers, filters, color maps, screenshots, state files, pvpython or pvbatch scri…
Build, review, debug, and stabilize Spack-based HPC software stacks. Use when working with Spack specs, variants, compilers, externals, environments, concretization, compiler or MPI matrices, site sta…
Build, review, debug, and tune Trilinos-based solver workflows. Use when working with Trilinos packages such as `Tpetra`, `Epetra`, `Belos`, `Ifpack2`, `Amesos2`, `MueLu`, `Teuchos`, or `Stratimikos`,…
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). I…
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Downloads PDF from IEEE Xplore articles. Requires institutional or subscriber access. Use when the user wants to download a paper PDF by article number.
Review an IEEE Transactions manuscript against the bundled IEEEtran HOWTO references and produce an HTML or Markdown report that separates sourced compliance findings from editorial findings. Use for …
Generate, review, debug, and recover OpenFOAM case files for CFD workflows. Use when working with OpenFOAM dictionaries, case structure, turbulence fields, boundary conditions, decomposition, numerics…
Build, review, debug, and tune PETSc-based solver workflows. Use when working with PETSc `Vec`, `Mat`, `KSP`, `PC`, `SNES`, `TS`, options-database tuning, MPI-distributed assembly, external package in…
Build, review, debug, and automate SU2 CFD workflows. Use when working with SU2 configuration files, mesh and marker definitions, compressible or incompressible solver selection, convergence monitorin…
Build, review, debug, and automate VASP first-principles workflows. Use when working with VASP input sets such as INCAR, POSCAR, KPOINTS, and POTCAR; when choosing SCF, relaxation, static, DOS, or ban…
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignme…
DAG and potential outcomes frameworks for causal mediation identification
Exports citations from IEEE Xplore in RIS, BibTeX, or plain text format. Supports pushing to Zotero. Use when the user wants to export or save citation data for papers.
Navigates pages, changes sort order, or adjusts results per page on IEEE Xplore search results. Use when the user wants to go to the next page, sort by date or citations, or change results per page.
Coordinate end-to-end HPC execution workflows across scheduler submission, job monitoring, log tracking, self-healing, and post-processing handoff. Use when a task spans Slurm, PBS, LSF, MPI sizing, q…
Build, review, debug, and automate Quantum ESPRESSO workflows. Use when working with `pw.x` input files, pseudopotentials, k-point setup, SCF/relax/bands workflows, plane-wave cutoffs, occupations, or…
Build, review, debug, and stabilize HPC compiler and build-toolchain workflows. Use when choosing compiler families such as GCC, Clang, or oneAPI; configuring CMake, `find_package`, or toolchain files…
Generate HTML-based presentation slides for academic defense and professional presentations. This skill should be used when users need to create HTML slide pages with a consistent academic design syst…
Author or revise any project document whose primary audience is a HUMAN -- README.md, PLAN.md, per-paper survey notes (notes/survey_*.md), bibliography collection logs (references/_collection_log.md),…
Create or revise IEC 60617-style distribution-grid diagrams in Draw.io/.drawio files. Use when the user asks to migrate, redraw, clean up, align, validate, or convert MV/LV network figures while prese…
Browses a journal or conference on IEEE Xplore — views info, impact factor, latest articles, and specific issues. Use when the user asks about a journal/conference or wants to browse its contents.
Extracts full metadata from an IEEE Xplore article page (abstract, authors, keywords, DOI, references, PDF link). Use when the user wants details about a specific paper.