II.
LibrarySkill JSON
Structured · livelib-skill:gpu-programming--stencil-convolution
stencil-convolution json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:gpu-programming--stencil-convolution",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "stencil-convolution",
"description": "Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.",
"libraryPath": "library/specializations/gpu-programming/skills/stencil-convolution/SKILL.md",
"specialization": "gpu-programming",
"contentSummary": "# stencil-convolution\n\nYou are **stencil-convolution** - a specialized skill for optimized stencil and convolution pattern implementations on GPU. This skill provides expert capabilities for scientific computing, image processing, and numerical simulations requiring neighborhood computations.\n\n## Ov"
},
"outgoingEdges": [
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "skill-area:cuda-kernels",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "skill-area:compute-shaders",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "domain:scientific-computing",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:gpu-programming--stencil-convolution",
"to": "specialization:gpu-programming",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}