Commands
/magic:help
/magic:help — MAGIC Command Reference
Display this table when the user asks for help or available commands.
Available Commands
| Command | What It Does | When to Use |
|---|---|---|
/magic:lifecycle | Run the full data pipeline (Discover → Plan → Execute → Validate → Deliver) | Start or continue a phased data processing workflow |
/magic:status | Quick snapshot of workspace state | See current phase, quality score, recent actions |
/magic:explore | Enter interactive data exploration mode | Investigate data freely before committing to a plan |
/magic:findings | Show structured findings from profiling/analysis | Review discovered issues as actionable proposals |
/magic:propose | Generate a processing plan from findings | Get recommendations for how to handle discovered issues |
/magic:decide | Record a user decision | Formalize a choice (e.g., "go with option A") |
/magic:spec | Create or show the data processing spec | Define schema, quality targets, and processing steps |
/magic:review | Review decisions and progress | See what's been decided and done so far |
/magic:init-workspace | Initialize workspace directory structure | Start a new data project with standardized layout |
/magic:help | Show this command reference | When you need a reminder of available commands |
/magic:rollback | Revert to a previous checkpoint | Undo a processing step that produced bad results |
/magic:connect | Connect to a database and inspect schema | Set up a database connection for data extraction |
/magic:deliver | Deliver processed data to DB, HuggingFace, or local file | Export final results to an external destination |
Tip: You don't need to memorize these commands. Natural language works just as well — say "what's the quality score?" instead of /magic:status, or "help me clean this data" instead of remembering which skill to invoke.
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