dsh-evolution
Hermes-inspired agent self-evolution bundle for DeepSeek Harness with durable memory, skill sedimentation, and background curation.
Install
$ dsh plugin --profile web add @lmzhen/dsh-evolution-all # the DEFAULT full bundlePlugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Durable bounded memory management (MEMORY.md/USER.md) with deduplication and drift protection
- Skill sedimentation and management lifecycle (create, edit, patch, archive, and snapshot restore)
- Background turn-ended review subagent generating evidence-based evolution plans
- Skill curation lifecycle transitions (active, stale, archived) with usage telemetry
- Staged approval and threat detection checks for model-generated writes
- Flexible host and layered agent preset installation architecture
Useful For
- Long-running DeepSeek Harness agents that need to accumulate domain knowledge and refine reusable skills across sessions
- Governed self-improving workflows requiring human-in-the-loop approval or strict write boundaries
- Observability and audit tracking for evolving LLM procedures and memory updates
Who It Fits
- DeepSeek Harness developers building autonomous or persistent agent systems
- AI engineers seeking structured memory and skill lifecycle curation with safety guarantees
Documented Limitations
- Requires DeepSeek Harness runtime (tested against 0.1.0-rc.5)
- Model write access is strictly limited to memory and skills; capability packages require manual code activation
- Background review requires appropriate subagent tool allowances and session event support
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- lmzhen/dsh-evolution
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- ea1b100 · 2026-09-21
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 1GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-18
- Last release
- No release detected
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