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gfxgraph-install-readiness

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Atualizado17 de maio de 2026 às 06:17

Assess whether a target environment is ready for gfxGRAPH installation and surface blockers before any changes are made.

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Fonte

carlosfundora

carlosfundora/gfxGRAPH

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Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

Administradores de redes e sistemas de computadorInformática e Matemática·SOC 15-1244

SKILL.md

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name	gfxgraph-install-readiness
description	Assess whether a target environment is ready for gfxGRAPH installation and surface blockers before any changes are made.

gfxGRAPH Installation Readiness

Goal Check whether gfxGRAPH can be installed cleanly in the requested target environment.

When to use this skill

Before installing gfxGRAPH into any target directory or venv.
When the environment, ROCm stack, or Python path needs a readiness check first.
When you need a clear go/no-go verdict plus blockers.
When you need to avoid mutating a target until the install path is safe.

Do not use this skill for

Performing the install itself.
Reconfiguring an already installed gfxGRAPH environment.
Runtime testing after installation.

How to use it

Confirm the repo path and the exact target directory the user wants to install into.
Check the basics: uv availability, Python 3.12+, ROCm GPU visibility, and whether the target venv already exists.
Verify the target can import from the gfxGRAPH package path (python/) without conflicting installs.
Report readiness with any blockers, then stop before making changes.

Decision tree

If the target is missing prerequisites, report not ready and list the blockers.
If the target already contains a working gfxGRAPH install, confirm that the user wants to replace it before proceeding.
If ROCm or Python is missing, stop and point to the install or configuration skill instead.

Readiness checks

Confirm the target directory is writable.
Confirm the target environment is using ROCm, not CUDA.
Confirm any existing gfxGRAPH install is intentional and not stale.
Confirm the package path and runtime match the expected repo layout.
Confirm the target environment can run the repo's Python tests later.

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carlosfundora/gfxGRAPH

Develop and extend gfxGRAPH internals — add gap bridges, fix HIP/ROCm issues, debug graph capture failures, and understand the architecture. Covers BridgedCUDAGraph, ShapeBucketPool, ConditionalGraph, native bridge, and the monkey-patch system. USE FOR: extend gfxGRAPH, add new gap bridge, fix gfxGRAPH bug, understand gfxGRAPH architecture, modify BridgedCUDAGraph, add gfxGRAPH feature, debug graph capture internals, improve gfxGRAPH performance, gfxGRAPH C++ native bridge, write gfxGRAPH tests. DO NOT USE FOR: just using gfxGRAPH in a project (use gfxgraph-integration), general ROCm issues.

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Benchmark gfxGRAPH internals, run the public benchmark suite, and compare performance between Python and Rust.

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Guide and resources for deployment and development using the ROCm/AMD ATOM (AiTer Optimized Model) inference backend.

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Validates and benchmarks ROCm-DS component ports against their CPU baselines (e.g., pandas vs hipDF). Use this to generate parity tests, verify correctness, and measure the performance speedups of GPU-accelerated code.

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name	gfxgraph-install-readiness
description	Assess whether a target environment is ready for gfxGRAPH installation and surface blockers before any changes are made.

gfxGRAPH Installation Readiness

Goal Check whether gfxGRAPH can be installed cleanly in the requested target environment.

When to use this skill

Before installing gfxGRAPH into any target directory or venv.
When the environment, ROCm stack, or Python path needs a readiness check first.
When you need a clear go/no-go verdict plus blockers.
When you need to avoid mutating a target until the install path is safe.

Do not use this skill for

Performing the install itself.
Reconfiguring an already installed gfxGRAPH environment.
Runtime testing after installation.

How to use it

Confirm the repo path and the exact target directory the user wants to install into.
Check the basics: uv availability, Python 3.12+, ROCm GPU visibility, and whether the target venv already exists.
Verify the target can import from the gfxGRAPH package path (python/) without conflicting installs.
Report readiness with any blockers, then stop before making changes.

Decision tree

If the target is missing prerequisites, report not ready and list the blockers.
If the target already contains a working gfxGRAPH install, confirm that the user wants to replace it before proceeding.
If ROCm or Python is missing, stop and point to the install or configuration skill instead.

Readiness checks

Confirm the target directory is writable.
Confirm the target environment is using ROCm, not CUDA.
Confirm any existing gfxGRAPH install is intentional and not stale.
Confirm the package path and runtime match the expected repo layout.
Confirm the target environment can run the repo's Python tests later.