dataset
Route plain-language dataset work to governed AIWG dataset orchestration
Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON
$ npx -y skills add jmagly/aiwg --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
/sessionsContext preview
What this command does when you run it.
Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON
name: sessions description: Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON triggers: - session catalog - list sessions - import sessions - sessions doctor argument-hint: "<command> [options]" allowed-tools: Bash
Run `aiwg sessions <command> [options]` for the normalized session catalog. Use `aiwg sessions --help` for the current subcommands and options.
Examples:
aiwg sessions sources --json aiwg sessions list --json aiwg sessions import <file> --source-id <id> --json aiwg sessions doctor --json
Use only authorized workspace histories and import sources. Mutation previews, confirmation requirements, workspace authorization, and the versioned JSON contract are enforced by the sessions CLI. Follow its diagnostics before confirming a persistent change.
The singular `aiwg session` command launches provider sessions; `aiwg sessions` manages the normalized catalog.
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.
Repo: jmagly/aiwg
Route plain-language dataset work to governed AIWG dataset orchestration
Guide schema discovery, authoring, validation, compatibility, and projections
**Date**: 2026-01-25 **Status**: Complete **Owner**: Requirements Analyst **Team**: Research Framework
Acquire research papers from acquisition queue, download PDFs, validate integrity, and organize artifacts
Package, version, and backup research artifacts following OAIS standards
Format citations, back claims with evidence, and build citation networks