dsh-evolve
Self-evolving memory and skill lifecycle engine with zero-token recall and tiered approval for DeepSeek Harness.
Install
$ dsh plugin --profile web add github:chenzheshushi-commits/dsh-evolvePlugin 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 cross-session structured memory (facts, preferences, decisions, lessons, todos, and notes)
- Deterministic zero-token memory recall using bigram-Jaccard fused with SQLite FTS5 BM25 via Reciprocal Rank Fusion
- Automatic crystallization and in-place refinement of procedural knowledge into SKILL.md files
- Tiered approval gate (manual, balanced, autonomous) with atomic safeguards and reversible soft-deletion
- Anti-bloat convergence, deduplication, and skill consolidation tools with full rollback snapshots
- Dedicated Web settings panel for queue review, pruning controls, and configuration management
Useful For
- Preserving critical user preferences, decisions, and context across multiple DeepSeek Harness sessions
- Synthesizing frequently executed workflows and multi-step procedures into reusable, versioned agent skills
- Preventing memory context bloat and hallucinated memory writes with strict approval gating and character budgets
- Executing background turn reviews to capture actionable learnings without interrupting active conversations
Who It Fits
- DeepSeek Harness users seeking persistent, long-term memory across sessions
- Developers building autonomous workflows requiring self-improving procedural skills
- Teams requiring controlled, auditable, and rollback-supported agent knowledge bases
Documented Limitations
- Requires Node.js >= 22.5.0 for built-in node:sqlite FTS5 capabilities
- Requires DeepSeek Harness 0.1.0-rc.7 or higher (tested with 0.1.7)
- Optional automatic memory checkpoints and skill rollbacks require git and tar binaries on PATH
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, 20 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.
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
- chenzheshushi-commits/dsh-evolve
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 3d5ba08 · 2026-11-10
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
- 10GitHub stars
- Forks
- 0
- Open issues
- 1
- Last commit
- 2026-11-09
- Last release
- 2026-11-09
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