sessions
Use aiwg sessions to manage the normalized session catalog, imports, analytics, and authorized forensic evidence with versioned JSON
Show research framework status, coverage metrics, and recent activity
$ npx -y skills add jmagly/aiwg --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
/research-statusContext preview
What this command does when you run it.
Show research framework status, coverage metrics, and recent activity
description: Show research framework status, coverage metrics, and recent activity category: research-management argument-hint: [--verbose] [--export <format>] allowed-tools: Read, Grep, Glob, Bash model: claude-sonnet-4-6
Display comprehensive status of research framework: papers acquired, documentation coverage, quality scores, and recent activity.
When invoked with `/research-status [options]`:
1. **Scan** `.aiwg/research/` directory 2. **Calculate** coverage metrics 3. **Aggregate** quality scores 4. **List** recent activity 5. **Display** formatted status report
# Research Framework Status **Last Updated**: 2026-01-25T10:30:00Z **Total Papers**: 45 **Documentation Coverage**: 87% (39/45) **Average Quality Score**: 4.2/5.0 (FAIR) ## Coverage Breakdown - **Discovered**: 100 papers - **Acquired**: 45 papers (45%) - **Documented**: 39 papers (87% of acquired) - **Quality Assessed**: 30 papers (67% of acquired) - **Archived**: 1 version (v20260125) ## Recent Activity - 2026-01-25 10:30: Acquired 10 papers (OAuth2 security) - 2026-01-25 09:15: Documented 5 papers - 2026-01-24 16:45: Gap analysis completed ## Quality Scores - FAIR Compliance: 85% (Findable: 95%, Accessible: 80%, Interoperable: 80%, Reusable: 85%) - Methodological Rigor: 4.1/5.0 - Reproducibility: 3.8/5.0 ## Top Research Topics 1. OAuth2 Security (15 papers) 2. LLM Evaluation (12 papers) 3. Reinforcement Learning (8 papers) 4. API Security (6 papers) 5. Distributed Systems (4 papers) ## Recommendations - Document 6 remaining acquired papers - Quality assess 15 papers - Archive updated collection
**Natural Language Patterns**:
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**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: Cross-cutting status command
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