miaodi
27 verified skills
computational-learning-notes
Use when creating C++ learning notes or minimal experiments for low-level computational, numerical, CPU/GPU, compiler, and hardware concepts such as false sharing, floating point, registers, caches, SIMD, atomics, numerical stability, and benchmarking pitfalls.
development
p4-workflow
Use when working with Perforce changelists, shelves, depot state, stream comparisons, file actions, or preparing code for P4 submission.
development
confluence-editing
Use when editing, formatting, or refactoring Confluence pages—structure, macros, tables, code snippets, permissions, and optimizing for collaboration and searchability.
development
markdown-editing
Use when editing, formatting, or refactoring markdown files—structuring headers, lists, code blocks, tables, links, and improving readability for GitHub, documentation sites, or READMEs.
development
reinforcement-learning
Use when designing, implementing, or analyzing reinforcement learning experiments, algorithm selection, environment analysis, hyperparameter tuning, reward curves, and RL evaluation.
development
boost-build
Use when working with Boost.Build (b2/bjam), Jamfiles, Jamroot, toolset configuration, submodule dependencies, feature propagation, or diagnosing gcc/clang/nvcc compilation errors and C++ template error messages.
tools
coding
Use when implementing, debugging, refactoring, or reviewing code. Covers code changes, defect investigation, and verification.
development
cpp-performance
Use when optimizing C++ runtime performance, hot paths, allocations, cache efficiency, vectorization, branch reduction, parallelization, data-oriented design, and concurrency overhead.
testing
python-ml
Use when writing Python for machine learning projects, experiment scaffolding, training loops, evaluation, hyperparameter management, and reproducible ML workflows.
development
report-iteration-overleaf
Use when iterating on a course report, reviewing previous submissions, improving LaTeX structure and analysis, or preparing sources for Overleaf upload or Git sync.
business
research
Use when investigating technical topics, comparing sources, evaluating approaches, performing literature review, or synthesizing findings.
research
sparse-linear-algebra
Use when working with sparse matrices, sparse storage formats (CSR, CSC, COO, BSR, ELL), sparse matrix-vector multiply (SpMV), sparse matrix-matrix multiply (SpGEMM), triangular solves, level scheduling, ILU and IC preconditioners, iterative solvers (CG, GMRES, BiCGSTAB), algebraic multigrid, reordering (RCM, AMD, nested dissection, Metis), fill-in analysis, graph-based sparsity reasoning, graph partitioning, coloring, and sparse direct solvers.
development
writing
Use when editing, rewriting, summarizing, or normalizing style for documentation, emails, proposals, reports, and copy edits.
documentation
agent-customization
Use when creating, refining, or reviewing a custom agent (.agent.md), choosing its scope and tools, improving delegation keywords, or deciding whether guidance belongs in a reusable skill instead.
tools
modern-cmake
Use when creating, refactoring, cleaning up, structurally analyzing, or diagnosing CMake projects, CMakePresets, target-based modern CMake, custom functions/macros, dependency discovery, C++ compiler errors, CUDA language support, nvcc errors, toolchains, install/export rules, or cross-platform build configuration.
tools
cuda-performance
Use when optimizing CUDA kernels, analyzing CUDA profiler reports, GPU memory hierarchy, shared memory, coalescing, launch configuration, occupancy, warp divergence, host-device transfers, and end-to-end GPU pipeline.
development
latex-tikz
Use when creating LaTeX documents, TikZ figures, PGFPlots, algorithm diagrams, architecture schematics, or report-ready plots for technical writeups.
development
pdf-requirements-review
Use when reading a PDF project spec, course assignment, rubric, or requirements document to extract deliverables, constraints, and create an execution plan.
documentation
shell
Use when writing, debugging, reviewing, or refactoring shell scripts and command lines in bash, zsh, csh, tcsh, POSIX sh, and terminal automation workflows.
tools
p4-review
Use when reviewing Perforce changelists, shelves, diffs, or generating changelist comments. Covers code review, pre-submit inspection, submission risk, and STARs ID tracking.
development
handoff-document
Use when documenting current work so another agent or future session can resume seamlessly: writing session handoff docs, pause/resume notes, context-transfer files, transition plans, extended debugging summaries, implementation status reports, or when the user says they need to take a break, start a new session, continue later, or onboard the next agent.
development
ncu-analysis
Use when automating Nsight Compute (.ncu-rep) profiling, extracting metrics with ncu_report, comparing profiles, and diagnosing CUDA kernel bottlenecks.
business
git-workflow
Use when planning or executing Git branch workflows, especially merge/rebase across branches, conflict resolution, safe history rewriting, and recovery from mistakes.
testing
graph-algorithms
Use when working with graph traversals (BFS, DFS, level-order), minimum spanning trees, strongly connected components, topological sort, graph coloring, bipartite detection, elimination trees, level-set extraction, parallel graph algorithms, task-tree parallelism, sparse graph representations, and exploiting graph structure for parallel sparse computations.
development
commit-message
Use when drafting, reviewing, or normalizing Git commit messages or Perforce changelist descriptions from the shared Git/P4 commit message template.
tools
cpp-elegance
Use when writing modern C++ for clarity, expressiveness, type safety, API design, RAII, value semantics, constexpr, concepts, traits, and compile-time design.
development
latex-project-build
Use when configuring, diagnosing, or compiling LaTeX projects, especially multi-file reports, theses, books, chapter-based projects, Overleaf exports, latexmk/arara/Makefile workflows, bibliography/index/glossary passes, or projects that require pdflatex, xelatex, lualatex, latex->dvips, biber, or bibtex.
development