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Use when working in SIMPLE's src/main/strategies subsystem, including parallelization strategies, 2D and 3D search strategies, matchers, batching, reconstruction helpers, and the execution-policy layer between commanders and low-level scientific objects.
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-strategies |
| description | Use when working in SIMPLE's src/main/strategies subsystem, including parallelization strategies, 2D and 3D search strategies, matchers, batching, reconstruction helpers, and the execution-policy layer between commanders and low-level scientific objects. |
src/main/strategiesThis folder is the execution-policy and search-engine layer.
parallelization/simple_refine3D_strategy.f90parallelization/simple_cluster2D_strategy.f90parallelization/simple_preprocess_strategy.f90search/simple_strategy2D_matcher.f90search/simple_strategy3D_matcher.f90search/simple_matcher_3Drec.f90parallelization/ handles shared-memory vs distributed policy and workflow iterationsearch/ holds 2D/3D alignment strategy families, matchers, batching, and search helpersThis folder is usually the right home for “how a workflow runs” but not “what the raw data structure means.”