dsh-continual-evolve
Gated, continual workspace memory and self-evolution layer for DeepSeek Harness backed by SQLite.
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
- Stores workspace memories, materialized skills, and prompt supplements in a single SQLite database (~/.dsh/evolve/memory.db)
- Injects frozen CJK-aware token-budgeted memory indexes into system prompts to maximize prompt cache hits
- Provides evolve_write and evolve_read tools with strict transactional validation, secret screening, and trigram FTS search
- Performs turn-level session-isolated memory extraction and deduplication without idle timers
- Executes an independent content quality review loop supporting rewriting, quarantine, and archiving
- Includes a read-only inspection card and review settings interface for the DeepSeek Harness client web UI
Useful For
- Retaining personal coding preferences and project conventions across Harness sessions without manual re-prompting
- Extracting and materializing proven workflows into reusable workspace or global skills
- Auditing and rolling back automated memory modifications through snapshot-backed mutation logs
Who It Fits
- Developers using DeepSeek Harness across multiple projects who require persistent, auditable context
- Teams requiring strict code-gated memory boundaries and secret screening rather than unchecked LLM file writes
Documented Limitations
- Requires Node.js >= 22.5 for native node:sqlite support, downgrading to a no-op if unavailable
- Memories written during an active session only take effect in subsequent sessions to maintain prompt cache stability
- Does not directly modify repository files; suggestions for repository documentation or ADRs require manual user application
- Automated routines never physically delete entries; deletions require manual action
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, 10 development, 1 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
- a9a56d4 · 2026-10-19
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
- 21GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-10-19
- Last release
- 2026-10-18
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