aiwg
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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.
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{
"name": "context-curator",
"version": "1.0.0",
"description": "Context curation and distractor filtering for production-grade agent reliability",
"author": "AIWG",
"license": "MIT",
"type": "addon",
"research": {
"foundation": "REF-002 (Roig 2025)",
"archetype": "3 - Distractor-Induced Context Pollution",
"finding": "Irrelevant but superficially relevant information derails reasoning"
},
"components": {
"agents": ["context-curator"],
"rules": ["distractor-filter", "scoped-reasoning"],
"prompts": ["context-classification", "scope-enforcement"]
},
"dependencies": [],
"deploys_to": ".claude/rules/"
}