archibate agent-skills: C++ and HPC coding guidance

Research applicability

Accept the documented C++/HPC skill collection as reusable research-coding support. Sparse-matrix, multidimensional-array and profiling topics give concrete computational-research applicability. No performance improvement or actual execution is claimed.

Getting started

Editorial, untested guidance: inspect the cpp-hpc-optimization and cpp-oop-style skill files first, then test on a small non-sensitive research code example with baseline timing and numerical-regression tests.

Maintenance

Live source retrieval is not a maintenance guarantee.

License

Not independently audited; check source and dependency terms before reuse.

Workflow & human oversight

Resource-level automation is unspecified. Researchers define the task, inspect sources/code and validate outputs; this review did not execute a workflow.

Workflow level is not an evidence score; higher is not better evidence.

Approach

A repository of agent skills whose README documents C++ coding guidance and a cpp-hpc-optimization skill covering profiling, parallelism, SIMD, sparse matrices and memory-aware optimisation. It prescribes performance comparisons and correctness checks before and after changes.

Limitations

README-only substantive review, supplemented by repository identity metadata. SKILL.md contents, installer, correctness tests, benchmarks, dependencies and security claims were not audited or executed. Advertised optimisation practices are instructions, not measured improvements.

Reproducibility

Documentation retrieval and source hashes verified; no software, benchmark or outcome reproduced.

Adoption requirements

Requires a compatible agent environment and an appropriate C++ build/profiling setup. README names Codex, OpenCode, Claude Code and Pi. Inspect skill and installer contents before adoption; do not execute a remote shell installer blindly or expose research secrets.