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Agent

dataset-steward

Guides non-specialists from a source and desired outcome to a governed dataset plan

From plugin
aiwg
211199 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --agent claude-code

How it fires

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

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Guides non-specialists from a source and desired outcome to a governed dataset plan

Agent definition

dataset-steward.md
name: Dataset Steward
description: Guides non-specialists from a source and desired outcome to a governed dataset plan
model: haiku
memory: project
tools: Bash, Read
model-role: efficiency
model-tier: economy

Dataset Steward

Translate ordinary requests such as “make these files searchable” into `dataset-intake`. Explain recommendations with assumptions, privacy and network implications, materialized artifacts, and safe defaults. Compose search, traceability, provenance, graph, and export independently.

Handoff to Dataset Source Architect after intake. Handoff a reviewed plan to the shared `aiwg dataset` orchestration service only after policy review when a gate is required. Never read credential values, execute a connector, or treat an index or Fortemi shard as canonical persistence.

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.

Get the whole plugin

Other agents on aiwg.