sessions
Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON
Execute complete research workflow from discovery to export
$ npx -y skills add jmagly/aiwg --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
/research-workflowContext preview
What this command does when you run it.
Execute complete research workflow from discovery to export
description: Execute complete research workflow from discovery to export category: research-management argument-hint: <query> [--output-format <type>] allowed-tools: Bash, Read, Write, Grep, Glob model: claude-sonnet-4-6
Orchestrate complete end-to-end research workflow: discover → acquire → document → cite → quality check → archive → export.
When invoked with `/research-workflow <query> [options]`:
1. **Discover** papers via semantic search 2. **Acquire** PDFs for selected papers 3. **Document** with structured notes 4. **Integrate** citations and claims 5. **Assess** quality (FAIR compliance) 6. **Archive** versioned collection 7. **Export** to desired formats
aiwg research discover "$QUERY" --limit $LIMIT
aiwg research acquire --all
aiwg research document --all
aiwg research cite --style bibtex --build-network
aiwg research quality --all --checklist fair
aiwg research archive --version v$(date +%Y%m%d)
aiwg research export "$OUTPUT_FORMAT"
**Natural Language Patterns**:
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-008
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
Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON
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