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jasen215/dsh-continual-harness

Continual self-refinement loop: persistent memory, periodic review-and-refine, cross-session shared knowledge, and automatic rollback through a model-callable harness_refine tool.

devLicense MITTypeScript
74Health score

About this plugin

A DeepSeek Harness (DSH) plugin for self-improving AI agents, providing continual learning through persistent memory, periodic review and refinement, cross-session knowledge sharing, and automatic rollback on failure. It forms a closed loop of plan → validate → apply → rollback.

Keywords
agent-memoryai-agentcontinual-learningdeepseekdeepseek-harnessdshdsh-pluginrsiself-evolutionself-improvingself-improving-agents
Install · dsh CLI
npm$ dsh plugin --profile web add dsh-continual-harness
github$ dsh plugin --profile web add github:jasen215/dsh-continual-harness

Health breakdown

74 / 100
License25 / 25
Repo verified15 / 15
Documentation15 / 15
Adoption · stars5 / 20
Community · forks2 / 10
Distribution · downloads12 / 15

Score reflects license, community signals, documentation and distribution. It is not a code audit — review the source before installing.

Security

LicenseMIT ✓
Risk disclosurepartial — review the source
Network callsnone
Credentialsno
Manifestdeclared

Key metrics

Downloads / mo1,729
Star trend9
↑ 17%past week
Stars
9
Forks
2
Listed
Sep 18, 2026
Last updated
Oct 12, 2026

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