dsh-evolve
Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF, Chinese-aware tokenization), reinforcement that strengthens repeated observations, and procedures crystallized into SKILL.md files refined in place through an active-stale-archived lifecycle with reversible archive and rollback. Ingest and disposal each expose a user-chosen autonomy tier; conflicts and high-importance writes always go to human review, and nothing is ever auto-deleted. Requires Node 22.5+.
跨会话记忆，零 token 确定性召回（bigram-Jaccard 与 FTS5 BM25 经 RRF 融合，中文分词精确）；重复观察会强化已有理解而非堆叠重复；过程性知识结晶为 SKILL.md，就地精炼升级，走 active-stale-archived 生命周期治理，归档可逆、可回滚。摄入与处置各有一档用户可选的自治程度，冲突与高重要写入始终交人工复核，任何档位都不会自动删除。需要 Node 22.5+。
How to install
dsh plugin add dsh-evolve About
dsh-evolve Self-evolving memory and skill lifecycle for DeepSeek Harness. Your agent forgets everything between sessions. This plugin gives it durable memory, turns repeated procedures into reusable skills, and — crucially — keeps that knowledge **from growing into a noise pile**. Real evolution is mutation *plus* selection *plus* pruning; most memory plugins only do the first. The plugin ships **blank**. It has no preloaded opinions about you or your work: only mechanisms and rules. Everything it learns is local to your install and never leaves it. --- Requirements | Requirement | Why | |---|…
Recommendation signals
Meta
- License
- MIT
- Language
- JavaScript
- GitHub stars
- 8
- mo. downloads
- 104
- Last push
- 2026-09-20
- Created
- 2026-08-23
Basic safety check
- Findings
- None
- Sources
- curated:awesome-dsh-plugin.com, curated:awesome-dsh-plugin/awesome-dsh-plugin
- Topics
- ai-agent, deepseek-harness, dsh, dsh-plugin, long-term-memory, memory, self-evolving, skills
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