/dataset

Route plain-language dataset work to governed AIWG dataset orchestration

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jmagly@jmagly

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aiwg

21126 skills199 agents26 commands

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$ npx -y skills add jmagly/aiwg --agent claude-code

How it fires

How this command gets triggered: by you, by Claude, or both.

Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/dataset

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What this command does when you run it.

Route plain-language dataset work to governed AIWG dataset orchestration

Command definition

dataset.md

description: Route plain-language dataset work to governed AIWG dataset orchestration
argument-hint: "<source path/URI and desired outcome, or aiwg dataset action>"
allowed-tools: Read, Bash

Start with `dataset-intelligence` for plain-language requests. Use the canonical `aiwg dataset` CLI actions only: source, check, preview, plan, ingest, status, show, verify, query, lineage, export, cancel, and retry. Synchronization and retirement are governed plan/ingest workflows, not separate runtimes.

Never perform source enumeration, indexing, checkpoint mutation, deletion, or backend writes inside this command wrapper. Show the exact proposed `aiwg dataset` operation and preserve its plan/run/receipt references.

Read it on GitHub ↗

Ships withaiwg

Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.

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