/research-workflow
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.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/research-workflow
Context preview
What this command does when you run it.
Execute complete research workflow from discovery to export
Command definition
research-workflow.mddescription: 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
Research Workflow Command
Task
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
Parameters
- **`<query>`** (required): Research topic or question
- **`--output-format <type>`** (optional): Final export format (`bibtex`, `obsidian`, `zotero`)
- **`--limit <count>`** (optional): Number of papers to process (default: 20)
Workflow Steps
Step 1: Discovery
aiwg research discover "$QUERY" --limit $LIMIT
Step 2: Acquisition
aiwg research acquire --all
Step 3: Documentation
aiwg research document --all
Step 4: Citation Integration
aiwg research cite --style bibtex --build-network
Step 5: Quality Assessment
aiwg research quality --all --checklist fair
Step 6: Archival
aiwg research archive --version v$(date +%Y%m%d)
Step 7: Export
aiwg research export "$OUTPUT_FORMAT"
Related Agents
- **Workflow Agent** (@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/agents/workflow-agent-spec.md)
Skill Definition
**Natural Language Patterns**:
- "Complete research workflow for {query}"
- "Full research pipeline on {topic}"
- "End-to-end research on {subject}"
References
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-008-execute-research-workflow.md
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-008
Read more
description: Execute complete research workflow from discovery to export category: research-management argument-hint: <query> [--output-format <type>] allowed-tools: Bash, Read, Write, Grep, Glob model: claude-sonnet-4-6
Research Workflow Command
Task
Orchestrate complete end-to-end research workflow: discover → acquire → document → cite → quality check → archive → export.
When invoked with `/research-workflow <query> [options]`:
1. **Discover** papers via semantic search 2. **Acquire** PDFs for selected papers 3. **Document** with structured notes 4. **Integrate** citations and claims 5. **Assess** quality (FAIR compliance) 6. **Archive** versioned collection 7. **Export** to desired formats
Parameters
- **`<query>`** (required): Research topic or question
- **`--output-format <type>`** (optional): Final export format (`bibtex`, `obsidian`, `zotero`)
- **`--limit <count>`** (optional): Number of papers to process (default: 20)
Workflow Steps
Step 1: Discovery
aiwg research discover "$QUERY" --limit $LIMIT
Step 2: Acquisition
aiwg research acquire --all
Step 3: Documentation
aiwg research document --all
Step 4: Citation Integration
aiwg research cite --style bibtex --build-network
Step 5: Quality Assessment
aiwg research quality --all --checklist fair
Step 6: Archival
aiwg research archive --version v$(date +%Y%m%d)
Step 7: Export
aiwg research export "$OUTPUT_FORMAT"
Related Agents
- **Workflow Agent** (@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/agents/workflow-agent-spec.md)
Skill Definition
**Natural Language Patterns**:
- "Complete research workflow for {query}"
- "Full research pipeline on {topic}"
- "End-to-end research on {subject}"
References
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-008-execute-research-workflow.md
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-008
Multi-agent AI framework for Claude Code, Copilot, Cursor, Warp, and 6 more platforms 200+ agents, 109+ CLI commands, 400+ deployable agent/skill/command/rule artifacts, 8 core frameworks, 32 addons, and a 40-plugin Claude Code marketplace.
Repo: jmagly/aiwg
Other commands on aiwg.
- /DELIVERABLE-SUMMARY
**Date**: 2026-01-25 **Status**: Complete **Owner**: Requirements Analyst **Team**: Research Framework
Open command - /research-acquire
Acquire research papers from acquisition queue, download PDFs, validate integrity, and organize artifacts
Open command - /research-archive
Package, version, and backup research artifacts following OAIS standards
Open command - /research-cite
Format citations, back claims with evidence, and build citation networks
Open command - /research-discover
Discover research papers via semantic search with automated gap analysis and PRISMA-compliant documentation
Open command - /research-document
Generate structured summaries, extract claims, and create markdown notes for acquired research papers
Open command

