deepseekplugins

DeepSeek Harness plugin

dsh-evolve

Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate that auto-confirms only reversible user-anchored writes, and reinforcement that strengthens repeated observations. Crystallizes procedures into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle with reversible archive and rollback. Adds anti-bloat convergence for both skills and memory, background per-turn review in an isolated call, and a web settings page. Requires Node 22.5+.

Memory
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Source facts

Repository
chenzheshushi-commits/dsh-evolve
Latest update
Aug 25, 2026
Category
Memory
GitHub stars
4
Format
plugin
Catalog evidence
Upstream dsh.bundle evidence
Evidence path
package.json#dsh.bundle
Checked against
0.1.0-rc.8
Upstream check date
2026-08-24

This evidence comes from the upstream catalog. This site has not installed, run, or security-reviewed the plugin.

Install

Start with a prompt that asks an agent to review the GitHub repository and source. Switch to the command if you want to install it yourself.

Copy this prompt into DSH, Codex, or another agent and ask it to review the GitHub repository and source first.

Do not install or run any commands yet. Read this plugin's GitHub repository, README, and relevant source code. Then answer the questions below clearly and directly so I can decide whether it fits my needs:

1. What is this plugin, and what problem does it solve?
2. Who is it for, and what are its typical use cases?
3. How is it used after installation? Include one minimal example.
4. What known limitations or privacy, security, compatibility, or maintenance risks does it have?
5. Give a clear recommendation: recommend, conditionally recommend, or do not recommend, with reasons.

Distinguish statements documented by the repository, inferences from source code, and unknowns. If evidence is insufficient, say so explicitly. Do not guess or simply repeat the README.

GitHub: https://github.com/chenzheshushi-commits/dsh-evolve
Plugin: dsh-evolve
Author: chenzheshushi-commits

Catalog facts

The notes below are compiled from community catalog records and link out to the GitHub repository.

Catalog observations

  • Catalog identity is chenzheshushi-commits/dsh-evolve, sourced from awesome-dsh-plugin, dshworks.
  • Upstream manifest evidence path: package.json#dsh.bundle.
  • Registry install command: dsh plugin --profile web add github:chenzheshushi-commits/dsh-evolve
  • Registry observation: Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate that auto-confirms only reversible user-anchored writes, and reinforcement that strengthens repeated observations. Crystallizes procedures into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle with reversible archive and rollback. Adds anti-bloat convergence for both skills and memory, background per-turn review in an isolated call, and a web settings page. Requires Node 22.5+.

This listing is for

  • Find the Memory plugin dsh-evolve published by chenzheshushi-commits.
  • This catalog record maps to the GitHub repository chenzheshushi-commits/dsh-evolve.

Before you install

  • This site has not installed, executed, or security-reviewed dsh-evolve.
  • Catalog inclusion is not certification, compatibility, or production readiness.
  • Review chenzheshushi-commits/dsh-evolve on GitHub, including license and permissions, before running an install command.
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