dsh-continual-evolve
Continual self-evolution plugin for DeepSeek Harness providing versioned, auditable, and rollback-safe harness state refinement.
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
- Refines session trajectories into prompt notes, memories, executable skills, and subagent specs
- Maintains local per-session and global cross-session stores with merge semantics and promotion guards
- Supports deterministic rollback with code-generated inverse edits
- Provides automatic review gates and local-fate lifecycle proposals (promote, archive, keep)
- Includes a benchmark validation loop that evaluates refinements against frozen cases
- Injects prompt notes and directory indices into the system prompt with zero token overhead when empty
- Offers in-session slash commands (/evolve) and agent tools for state management
Useful For
- Persisting durable facts, reusable procedures, and prompt adjustments across Harness sessions
- Safely evolving agent behavior with automated benchmark testing and human approval gates
- Hot-mounting generated executable skills directly into DeepSeek Harness
Who It Fits
- DeepSeek Harness power users and developers seeking persistent agent memory and automated self-improvement
- Engineers building long-running, self-refining agent workflows
Documented Limitations
- Requires Node.js ^22.19.0 or >=24.0.0
- Global state writes require human approval and strict promotion threshold criteria
- Benchmark rubric decryption requires an encryption key (auto-generated or configured via DSH_EVOLVE_RUBRIC_KEY)
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
- 05876de · 2026-09-28
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
- 2026-09-26
- Last release
- 2026-09-26
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