dsh-continual-evolve
Continual self-evolution and memory state layer for DeepSeek Harness with auditable, rollback-safe history and benchmark validation.
Install
No clear install command was found in the current repository evidence.
Plugin 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
- Multi-scope knowledge management across session local, workspace project, and global stores
- Dedicated background memory agent extracting structured, typed one-fact memories after successful turns
- Deterministic rollback generation from inverse edits without LLM re-guessing
- Benchmark-driven validation loop with encrypted rubrics and auto-regression capture
- Context injection of prompt notes, skills directory index, and budget-capped memory contents
- Interactive in-session commands (/evolve) and agent tools for memory recall, addition, planning, and consolidation
Useful For
- Preserving recurring user feedback, workspace rules, and project-specific knowledge across sessions
- Extracting reusable procedures and hot-mounting learned skills directly within DeepSeek Harness
- Automating harness self-improvement with benchmark scoring and safe rollback on regressions
- Consolidating near-duplicate or stale agent memories to keep harness state clean
Who It Fits
- DeepSeek Harness power users and developers building persistent, long-running agent workflows
- Teams requiring auditable, version-controlled knowledge bases for AI agents
- AI researchers and practitioners evaluating self-evolving agent architectures
Documented Limitations
- Global and project-level writes require human approval by default
- Requires Node.js ^22.19.0 or >=24.0.0 and DSH runtime dependencies
- Memory context injection is constrained by a hard character budget
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.
package.json declares 0 runtime, 13 development, 5 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
package.json declares a prepare lifecycle script that may run during relevant package installation workflows.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- ZK-Andy/dsh-continual-evolve
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- d8b8b07 · 2026-10-02
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
- 19GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-01
- Last release
- 2026-10-01
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