DSH plug-in development tool
ZK-Andy/dsh-continual-evolve · skills
Continual self-evolution plugin for DeepSeek Harness: versioned, auditable, rollback-safe harness state refined from session trajectories, with a benchmark-driven validation loop.
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2026-08-15Last updated
TypeScriptLanguage
MITLicense
Key features
- penguin-harness demonstrated the concept (benchmark → evaluate → optimize → accept/rollback) but with zero code-level enforcement — every guarantee was a prompt contract.
- Versioned entries keyed by kind (prompt / memory / skill / subagent), each with a recorded provenance and version
- prime-agent /refine (MIT)the state model, atomic persistence, optimistic concurrency, per-edit validation, and inverse-op rollback this package implements — annotated reference source in docs/research/prime-agent-refinement.ts.
- The empty-store zero-token behavior is unchanged.
- Its report (docs/research/) became the hardening checklist this project implements.
Install command
dsh plugin --profile web add github:ZK-Andy/dsh-continual-evolve