/research-workflow
Execute complete research workflow from discovery to export
$ npx -y skills add jmagly/aiwg --agent claude-code
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-5
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
- @$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-008-execute-research-workflow.md
---
**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-008
Read more
description: Execute complete research workflow from discovery to export category: research-management argument-hint: <query> [--output-format <type>] allowed-tools: Bash, Read, Write, Grep, Glob model: claude-sonnet-5
Research Workflow Command
Task
Orchestrate complete end-to-end research workflow: discover → acquire → document → cite → quality check → archive → export.
When invoked with `/research-workflow <query> [options]`:
1. **Discover** papers via semantic search 2. **Acquire** PDFs for selected papers 3. **Document** with structured notes 4. **Integrate** citations and claims 5. **Assess** quality (FAIR compliance) 6. **Archive** versioned collection 7. **Export** to desired formats
Parameters
- **`<query>`** (required): Research topic or question
- **`--output-format <type>`** (optional): Final export format (`bibtex`, `obsidian`, `zotero`)
- **`--limit <count>`** (optional): Number of papers to process (default: 20)
Workflow Steps
Step 1: Discovery
aiwg research discover "$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
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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