dsh-continual-evolve¶

⭐ 16 · ✅ active · plugin


Type	plugin	Category	Vision & multimodal
Stars	⭐ 16	Status	✅ active
Author	ZK-Andy	Updated	—
Subcategory	👁️ Vision tools	Capabilities	coding

One-liner¶

Continual self-evolution plugin for DeepSeek Harness: versioned, auditable, rollback-safe harness state refined from session trajectories, with a benchmark-driven validation loop.

About¶

中文 | English Continual self-evolution for DeepSeek Harness: a versioned, auditable, rollback-safe harness state layer — prompt notes, memories, skills, subagent specs — refined from session trajectories. The model proposes, the code guarantees. Every mechanical safety property — schema validation, atomic writes, snapshots, versioning, audit trail, acceptance decisions — is enforced in code, never by prompt discipline.

✨ Key Features¶

Local scope per session; global scope across sessions with merge semantics — plus mechanical promotion guards so only portable, substantial, non-duplica
Deterministic rollback: inverse edits generated from applied results — no LLM re-guessing
Benchmark loop: candidate refinements are evaluated against frozen cases by a separate scorer before acceptance (rubric encrypted at rest)
Store hygiene: /evolve consolidate turns write-time conflict hints and zero-use staleness into one approved, fully reversible batch of archives — with `me

📦 Install¶

# from npm (installs and activates — ships its own bundle patch)
dsh plugin add dsh-continual-evolve

# or from source (first GitHub installs require approving the allowBuilds step)
dsh plugin add ZK-Andy/dsh-continual-evolve

🚀 Quick Start¶

- id: continual-evolve
  config:
    autoReview: true
    reviewIntervalTurns: 6

📚 Learn more¶

**or from source (first GitHub installs require approving the **

dsh plugin add ZK-Andy/dsh-continual-evolve Restart dsh web after installing or updating.

Usage

Commands (in-session): Model tools: evolve_list / add / update / delete / rollback. For third-party consumers: every applied evolution (gate or manual) appends a structured evolve_complete event to reviews.jsonl (src/evolve-event.ts defines the shape) alongside the human-readable audit records. Injection shape: prompt notes and delegation specs inject with content (≤6/kind × 180 chars, rel