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1. dsh-memory dsh-memory Public

   Append-only layered memory plugin for DeepSeek Harness: five-layer partitioning, write gate, keyword recall, claim-anchors verification

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2. ai-memory-arch ai-memory-arch Public

   Local LLM anti-amnesia toolkit: 5-layer memory, write rules, checkpoint re-read protocol, worldbook-style entries. 本地大模型防失忆方案——五层记忆分区、写档五问、压缩检查点强制重读、条目化记忆库；含空模板与校验脚本，开箱即用。

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3. computer-bridge computer-bridge Public

   SillyTavern computer bridge: local file read/write, web search, OCR vision, whitelisted commands for AI characters. 让酒馆 AI 读写电脑文件/联网/读图的本地工具桥（纯标准库 Python 桥 + 前端扩展）。

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4. spire-ai-advisor spire-ai-advisor Public

   Spire AI Advisor - ???? AI ??:?????? + DSH ????? + ????????

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5. cc-criteria cc-criteria Public

   Reference implementation of control-of-control convergence criteria (paper DOI 10.5281/zenodo.22071189) - honesty boundary: executability, not validated discriminative power

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