Wangdefa.Memory
Local-first 5-layer agent memory component without vector databases for DeepSeek Harness.
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
- Perception-driven tiered memory retrieval across shallow, medium, and deep layers
- Feature reasoning engine using tag pools, password books, and feature statistics
- Two-stage memory write lifecycle with pending frames and asynchronous completion
- Local SQLite and JSON storage without external cloud or vector database dependencies
- Tag governance with 3-tier associations and automatic lifecycle state management
Useful For
- Retaining long-term user preferences and conversational context across DSH sessions
- Building transparent, local-first digital assistant personas with explainable recall
- Managing structured conversational memory without vector embedding overhead
Who It Fits
- DeepSeek Harness users seeking persistent, local long-term agent memory
- Developers building customized digital avatar agents with explainable memory retrieval
Documented Limitations
- Requires .NET 10.0+ runtime installed on the local system
- Currently in early development stage with evolving reasoning logic
- Irreversible tag merges must be handled manually rather than by LLM automation
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, 0 development, 0 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as Apache-2.0.
A root package.json was captured and can be inspected by the registry.
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
- VinsonWild/Wangdefa.Memory
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- a888db5 · 2026-10-08
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
- 2GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-24
- Last release
- 2026-09-24
Related DSH Plugins
Ranked by overlapping capabilities, use cases, plugin type, categories, and DSH profile.
Lingshu long-term auditable memory system and cognitive graph for DeepSeek Harness.
View plugin →Knowledge graph memory and context engine for DeepSeek Harness with cross-session recall.
View plugin →Persistent semantic memory layer for DeepSeek Harness backed by Markdown and Milvus.
View plugin →LLM-supervised persistent memory and graph-based recall integration bundle for DeepSeek Harness.
View plugin →