aiwg
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Deployment tool and support utility for AI context. Copies agents, skills, commands, rules, and behaviors into the paths each AI platform reads (Claude Code, Codex, Copilot, Cursor, Warp, OpenClaw, and 6 more) so one source of truth works across 10 platfo
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{
"name": "cross-task-learner",
"version": "2.0.0",
"type": "skill",
"description": "Enable agent loops to learn from similar past tasks and share patterns across loops",
"provider": "aiwg",
"capabilities": [
"semantic_task_matching",
"pattern_extraction",
"pattern_injection",
"cross_loop_learning",
"multi_loop_awareness"
],
"triggers": {
"automatic": [
"ralph_loop_start",
"ralph_loop_completion"
],
"manual": [
"aiwg ralph-extract-patterns",
"aiwg ralph-inject-patterns",
"aiwg ralph-patterns list",
"aiwg ralph-patterns show",
"aiwg ralph-patterns prune"
]
},
"dependencies": {
"schemas": [
"@agentic/code/addons/ralph/schemas/shared-patterns.yaml",
"@agentic/code/addons/ralph/schemas/cross-task-memory.yaml",
"@agentic/code/addons/ralph/schemas/debug-memory.yaml"
],
"skills": [
"agent-loop"
]
},
"configuration": {
"extraction": {
"enabled": true,
"auto_extract_on_completion": true,
"min_success_rate_threshold": 0.6,
"min_usage_count_for_evaluation": 3,
"extract_code_templates": true,
"merge_similar_patterns": true,
"similarity_threshold": 0.80
},
"injection": {
"enabled": true,
"top_k_patterns": 5,
"min_success_rate": 0.6,
"max_patterns_injected": 10,
"include_error_patterns": true,
"include_success_patterns": true,
"include_anti_patterns": true,
"include_code_templates": true
},
"pruning": {
"auto_prune": true,
"prune_interval_days": 7,
"min_success_rate": 0.5,
"max_age_days": 90,
"archive_instead_of_delete": true
}
},
"storage": {
"patterns_path": ".aiwg/ralph/shared/patterns/",
"memory_path": ".aiwg/ralph/memory/",
"archive_path": ".aiwg/ralph/shared/archive/"
},
"research_basis": {
"reference": "REF-013",
"paper": "MetaGPT: Meta Programming for Multi-Agent Collaborative Framework",
"key_finding": "159% improvement with shared state across agents",
"pattern": "publish-subscribe for shared memory"
},
"metadata": {
"author": "AIWG Team",
"created": "2026-01-25",
"updated": "2026-02-02",
"tags": [
"ralph",
"learning",
"patterns",
"cross-task",
"multi-loop"
],
"issue": "#269"
}
}