EverOS
EverMind-AI
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Qinling-Melon-Farmers/dsh-memoir
dsh-memoir is a tool for DeepSeek Harness. Local-first DSH project memory with zero regular runtime dependencies: bounded session-frozen Hot Memory, inverted-index BM25 recall, lifecycle and cache-hit optimization, bilingual Chinese-English GUI. / Local-first DSH project memory with zero regular runtime dependencies: bounded session-frozen Hot Memory, inverted-index BM25 recall, lifecycle, cache-aware design, and a bilingual GUI.

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-documented, actively maintained local-first DSH memory plugin with BM25 recall and a bilingual GUI, worth install
README documents a fixed quality set with 100% Top-5 hit rate and a repo gate requiring ≥90%, plus explicit cache/epoch design and zero bundled runtime dependencies.
Memory is stored locally in ~/.dsh/dsh-memoir.json with no cloud upload or embedding service, and install uses standard npm/dsh plugin commands rather than download-and-execute scripts.
It addresses the common pain point of agents losing project context across sessions via bounded Hot Memory injection, BM25 long-tail recall, and lifecycle governance.
Last updated 2026-08-24 with a versioned compatibility matrix (0.7.0 for DSH 0.1.5-rc.1, pinned 0.6.2/0.5.6 for older baselines) and a changelog, indicating active release tracking.
README covers install commands, compatibility table, architecture diagram, tool reference, GUI features, and known limitations such as BM25 not guaranteeing cross-lingual semantic matching.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
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Open repositoryPROJECT TOPICS
VALIDATION LADDER
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Local-first DSH project memory with zero regular runtime dependencies: bounded session-frozen Hot Memory, inverted-index BM25 recall, lifecycle and cache-hit optimization, bilingual Chinese-English GUI. / Local-first DSH
dsh-memoir has 22 stars and 1 forks on GitHub, last updated 2026-08-24.
dsh-memoir is distributed under the Apache-2.0 license.
dsh-memoir is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:memory。