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Use when working in SIMPLE's src/main/ori subsystem, including orientation records, orientation collections, sampling, transforms, I/O, statistics, neighborhood relations, and weighting logic used by 2D and 3D search workflows.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when working in SIMPLE's src/main/nano subsystem, including nanoparticle and molecule data structures, graphene and time-series helpers, and the SINGLE-specific domain logic that supports liquid-cell and nanoparticle workflows.
Use when working on SIMPLE's abinitio2D workflow and its cluster2D stages, including 2D search strategies, probabilistic 2D sampling, class-average restoration, distributed partial class-average assembly, online matcher particle I/O, project updates, and streaming/rejection helpers.
Use when working on SIMPLE's model_cavgs_rejection application, simple_cavg_quality feature-space selector, class-average quality selection, quality_mode=analyze outputs, cavgs_quality feature/reference tables, chunk vs pool rejection tuning, or microchunk quality-vector integration.
Use when studying, explaining, or modifying SIMPLE's fractional-update and trailing-reconstruction workflow, including update_frac sampling, sampled/updatecnt bookkeeping, matcher reconstruction I/O, partial even/odd reconstruction handoff, rec3D/volassemble ownership, downsampling compatibility, obsfield mirrors, and stage-to-stage previous-reference contracts.
Use when working in SIMPLE's src/main/stream subsystem, including online/mini-stream orchestration, chunk and microchunk processing, staged pipeline steps, watchers, queue/message definitions, and streaming variants of preprocessing and cluster2D workflows.
Use when working on SIMPLE's streaming microchunk class-average rejection, simple_microchunked2D lifecycle sentinels, pass-1/pass-2/refchunk/match generation, skip_pass_2 behavior, simple_cluster2D_rejector criteria, or boundaries with model_cavgs_rejection.
| name | simple-main-ori |
| description | Use when working in SIMPLE's src/main/ori subsystem, including orientation records, orientation collections, sampling, transforms, I/O, statistics, neighborhood relations, and weighting logic used by 2D and 3D search workflows. |
src/main/oriThis folder owns orientation types and their operations.
simple_ori.f90simple_oris.f90simple_oris_getters.f90simple_oris_setters.f90simple_oris_transform.f90simple_oris_sampling.f90simple_ori.f90 is the elemental record typesimple_oris.f90 and submodules handle collections and bulk operationsproject/, refine3D, cluster2D, pick, and probability/search codeBe careful about stateful fields and persistence semantics because orientation records are core workflow currency.