aiwg/agentic/code/frameworks/research-complete/commands/manifest.json

Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

{
  "name": "research-complete-commands",
  "version": "1.0.0",
  "description": "Slash commands for research corpus management",
  "framework": "research-complete",
  "commands": [
    {
      "name": "research-discover",
      "trigger": "/research-discover",
      "file": "research-discover.md",
      "category": "research-discovery",
      "description": "Search for research papers across academic databases",
      "agent": "discovery-agent",
      "example": "/research-discover \"agentic workflows LLM\" --limit 10"
    },
    {
      "name": "research-acquire",
      "trigger": "/research-acquire",
      "file": "research-acquire.md",
      "category": "research-acquisition",
      "description": "Download research papers and extract metadata",
      "agent": "acquisition-agent",
      "example": "/research-acquire 10.48550/arXiv.2308.08155"
    },
    {
      "name": "research-document",
      "trigger": "/research-document",
      "file": "research-document.md",
      "category": "research-documentation",
      "description": "Generate summaries and literature notes from research papers",
      "agent": "documentation-agent",
      "example": "/research-document REF-022 --depth standard"
    },
    {
      "name": "research-cite",
      "trigger": "/research-cite",
      "file": "research-cite.md",
      "category": "research-citation",
      "description": "Format citations and generate bibliographies",
      "agent": "citation-agent",
      "example": "/research-cite REF-022 --page 4"
    },
    {
      "name": "research-quality",
      "trigger": "/research-quality",
      "file": "research-quality.md",
      "category": "research-quality",
      "description": "Assess source quality using GRADE methodology",
      "agent": "quality-agent",
      "example": "/research-quality REF-022 --update-frontmatter"
    },
    {
      "name": "research-archive",
      "trigger": "/research-archive",
      "file": "research-archive.md",
      "category": "research-archival",
      "description": "Package research artifacts for long-term archival",
      "agent": "archival-agent",
      "example": "/research-archive REF-022 --format bagit --verify"
    },
    {
      "name": "research-provenance",
      "trigger": "/research-provenance",
      "file": "research-provenance.md",
      "category": "research-provenance",
      "description": "Query provenance chains and artifact relationships",
      "agent": "provenance-agent",
      "example": "/research-provenance REF-022 --query what-derives"
    },
    {
      "name": "research-workflow",
      "trigger": "/research-workflow",
      "file": "research-workflow.md",
      "category": "research-workflows",
      "description": "Execute multi-stage research workflows",
      "agent": "workflow-agent",
      "example": "/research-workflow discovery-to-corpus"
    },
    {
      "name": "research-status",
      "trigger": "/research-status",
      "file": "research-status.md",
      "category": "research-monitoring",
      "description": "Show research corpus health and statistics",
      "agent": "workflow-agent",
      "example": "/research-status --detailed"
    },
    {
      "name": "research-gap",
      "trigger": "/research-gap",
      "file": "research-gap.md",
      "category": "research-analysis",
      "description": "Analyze gaps in research coverage",
      "agent": "workflow-agent",
      "example": "/research-gap --suggest-queries"
    }
  ],
  "workflows": [
    "discovery-to-corpus",
    "paper-acquisition",
    "quality-assessment",
    "corpus-maintenance",
    "synthesis-report",
    "citation-audit"
  ],
  "categories": {
    "research-discovery": {
      "name": "Discovery",
      "description": "Find and identify research papers",
      "icon": "🔍"
    },
    "research-acquisition": {
      "name": "Acquisition",
      "description": "Download and import papers",
      "icon": "⬇️"
    },
    "research-documentation": {
      "name": "Documentation",
      "description": "Create summaries and notes",
      "icon": "📝"
    },
    "research-citation": {
      "name": "Citation",
      "description": "Format citations and bibliographies",
      "icon": "📚"
    },
    "research-quality": {
      "name": "Quality",
      "description": "Assess evidence quality",
      "icon": "⭐"
    },
    "research-archival": {
      "name": "Archival",
      "description": "Long-term preservation",
      "icon": "📦"
    },
    "research-provenance": {
      "name": "Provenance",
      "description": "Track artifact lineage",
      "icon": "🔗"
    },
    "research-workflows": {
      "name": "Workflows",
      "description": "Multi-stage operations",
      "icon": "⚙️"
    },
    "research-monitoring": {
      "name": "Monitoring",
      "description": "Corpus health and status",
      "icon": "📊"
    },
    "research-analysis": {
      "name": "Analysis",
      "description": "Coverage and gap analysis",
      "icon": "🔬"
    }
  },
  "dependencies": {
    "research-complete-agents": "^1.0.0",
    "research-schemas": "^1.0.0"
  },
  "references": [
    "@agentic/code/frameworks/research-complete/agents/manifest.json",
    "@src/research/index.ts",
    "@.aiwg/research/README.md"
  ]
}