StrataGate-AgentMemory
Cross-session layered memory and knowledge graph plugin for DeepSeek Harness with time decay and evidence-gated retrieval.
Install
$ dsh plugin --profile web add stratagate-dshPlugin 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
- Six-layer short-term memory (L0–L5) condensing older conversation blocks while keeping complete source messages expandable on demand
- Long-term event card extraction with distinct mention and occurrence timestamps
- Entity and relationship knowledge graph representing current project state and historical changes
- Evidence gate enforcing explicit evaluation of retrieval sufficiency before final responses
- Adoption-only reinforcement decaying unutilized memory weights while slowing decay for cited evidence
- Import capability for external memory summaries exported from other AI tools
- Local-first SQLite storage with DSH Settings UI integration
Useful For
- Maintaining context, decisions, and preferences across repeated DeepSeek Harness sessions
- Preventing context window saturation during extensive development dialogues by condensing older turns
- Importing conversation history and memory profiles from other AI assistants into DeepSeek Harness
- Auditing and tracing why specific agent decisions or project configurations changed over time
Who It Fits
- DeepSeek Harness users working on long-term projects requiring persistent context
- Developers seeking auditable and verifiable agent memory with full source traceability
Documented Limitations
- Background summarization, event extraction, and graph updates incur additional LLM token usage
- Decay and display updates advance with conversation turns and blocks rather than calendar days
- Does not support multi-user cloud synchronization or collaborative real-time editing; operates local-first on SQLite
- Evidence gating protocol constrains references but cannot guarantee the underlying model will not make semantic errors
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 2 runtime, 23 development, 13 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
- diqierjia/StrataGate-AgentMemory
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- a3bfb7d · 2026-10-06
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
- 111GitHub stars
- Forks
- 7
- Open issues
- 3
- Last commit
- 2026-10-06
- Last release
- 2026-10-06
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 →Composable, view-based layered memory bundle for DeepSeek Harness with pluggable providers and strategies.
View plugin →LLM-supervised persistent memory and graph-based recall integration bundle for DeepSeek Harness.
View plugin →