Commands Reference
MAGIC provides 13 slash commands that give you direct control over the data workflow.
Core Commands
| Command | Description |
|---|---|
/magic:init-workspace | Initialize workspace with directory structure |
/magic:connect | Database connection guidance |
/magic:explore | Interactive data exploration |
/magic:deliver | Deliver data to databases or HuggingFace Hub |
/magic:status | Quick status check on current work |
/magic:help | Command reference and guidance |
Advanced Commands
| Command | Description |
|---|---|
/magic:propose | Generate a data processing proposal |
/magic:decide | Decision-making framework for data choices |
/magic:spec | Generate a detailed specification |
/magic:review | Review code and results |
/magic:findings | Synthesize findings from analysis |
/magic:lifecycle | View and manage pipeline status |
/magic:rollback | Rollback to a previous checkpoint |
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magic-data-lifecycle
Routing and orchestration knowledge for data processing tasks. Provides pipeline ordering (load → profile → clean → transform → validate → deliver), skill routing table (which magic-data-* skill handles which operation), quality gating guidance, and checkpoint strategy. Read this skill to understand how data processing phases connect and which skill to invoke for each step. Use when: the task involves multiple data operations, you need to decide which skill handles a specific operation, or the user's request spans multiple processing steps. Trigger keywords: process data, data pipeline, which skill, what order, how to approach this data.
/magic:init-workspace
Initialize a MAGIC data processing workspace. Follow these steps: