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Holdout fluxtool syntax reference with remapped command/operator language
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
Replay-safe incremental reconcile workflow with dedupe, invalid-amount rejects, and two-pass audit logging.
Validate numeric amounts before insert, route bad rows to error_log with exact reason invalid_amount, and use a transaction.
Incremental reconcile workflow with dedupe, invalid-amount rejects, and batch audit logging.
Lightweight dedupe + reject workflow for nano benchmark transfer runs.
Complete reference for the gridtool data processing CLI
Use when the task is to create a 4-on-the-floor kick pattern in FL Studio Channel Rack (steps 1,5,9,13) with keyboard-first verification.
| name | fluxtool-basics |
| description | Holdout fluxtool syntax reference with remapped command/operator language |
| version | 2 |
fluxtool is a holdout pipeline CLI. It is not SQL and command names differ from gridtool.
Load CSV data.
IMPORT "file.csv"
Keep rows matching condition.
FILTER column op value
Drop rows matching condition.
EXCLUDE column op value
Operator words:
is, isnt, above, below, atleast, atmostAggregate by key column.
GROUP group_col => alias=func(col)
=> (not ->)sum, count, avg, min, maxOrder rows.
SORT column up|down
Select output columns.
COLUMNS col1, col2, col3
Create derived column.
COMPUTE new_col := expression
Join external CSV.
ATTACH "file.csv" BY join_col
Print output.
DISPLAY
DISPLAY 5