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5668419bdf
Major additions: - Expert registry with 12 builtin experts (keyword matching, lifecycle) - 3-layer memory system (PROJECT.md / EXPERT.md / PATTERN.md) - Expert flywheel (trajectory → pattern → generate → 3-gate → lifecycle) - Expert packaging (.kwx import/export) - KaiwuMCP Router (single kaiwu_execute tool) - CLI subcommands: expert list/info/export/install/remove/create, status, serve-mcp - V5/V6 validation script frameworks - Install scripts (install.ps1 + install.sh) with Chinese mirror support - README_zh.md Chinese documentation Verified: 24/24 tests pass, E2E fibonacci bug fix (gemma3:4b, 22.4s), 10/10 CORE red line constraints satisfied, Windows cmd native OK. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
14 lines
444 B
Python
14 lines
444 B
Python
"""
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Kaiwu 3-layer memory system.
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- project_md: PROJECT.md — project structure info
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- expert_md: EXPERT.md — successful expert call records
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- pattern_md: PATTERN.md — high-frequency task patterns (flywheel)
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- kaiwu_md: KaiwuMemory facade (backward-compatible)
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"""
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from kaiwu.memory.kaiwu_md import KaiwuMemory
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from kaiwu.memory import project_md, expert_md, pattern_md
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__all__ = ["KaiwuMemory", "project_md", "expert_md", "pattern_md"]
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