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simple-main-class

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Mis à jour27 juin 2026 à 15:41

Use when working in SIMPLE's src/main/class subsystem, including class averaging, class FRCs, restore paths, and 2D class-product generation used by cluster2D and related workflows.

Installation

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Source

hael

hael/SIMPLE

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

SKILL.md

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name	simple-main-class
description	Use when working in SIMPLE's src/main/class subsystem, including class averaging, class FRCs, restore paths, and 2D class-product generation used by cluster2D and related workflows.

SIMPLE `src/main/class`

This folder owns class-average products and related statistics.

Read First

simple_classaverager.f90
simple_classaverager_core.f90
simple_classaverager_restore.f90
simple_class_frcs.f90

Connections

Called heavily from cluster2D, mkcavgs, and related commanders
Depends on image/, project/, and ori/
Often participates in restore/restart flows, not just fresh averaging

Working Rule

When a bug looks like “class products are wrong,” check both the averaging core and the project/orientation state feeding it.

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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.

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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.

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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.

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simple-main-stream

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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.

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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.

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Exécutez n'importe quel Skill en un clic

simple-main-class

SIMPLE src/main/class

Read First

Connections

Working Rule

Plus depuis ce dépôt

Plus depuis ce dépôt

SIMPLE src/main/class

Read First

Connections

Working Rule

SIMPLE `src/main/class`

SIMPLE `src/main/class`