# Aik358/dsh-auto-memory - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 55.1 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: JavaScript
- **GitHub Stars**: 105
- **Description**: Proactive associative memory for DSH: system-prompt recall before the model speaks, three-layer auto-consolidation, skill crystallization, and Astra-style context management - handoff ledgers, PLAN whiteboard, water-level sensing. Local-first, model-agnostic, zero deps. 主动联想记忆+Astra 式上下文管理：自动唤回/自动沉淀/技能固化/交接账本与白板跨窗口续命/水位感知。

## Contributor Metrics
- **Time to First Response**: ~3.5 hours
- **External PR Merge Rate**: 72.9%
- **First-Timer Success Rate**: 100.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~3.5 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/Aik358/dsh-auto-memory)