chenzheshushi-commits/dsh-evolve
C2Self-evolving memory + skill lifecycle for DeepSeek Harness — durable cross-session memory with zero-token deterministic recall, tiered approval, reinforcement learning from repetition, and anti-bloat
★ 5+ · chenzheshushi-commits/dsh-evolve source on GitHub · this plugin in the registry
chenzheshushi-commits/dsh-evolve is a DeepSeek Harness plugin rated C2 — one powerful capability or sensitive behavior. It patches the dsh runtime, can rewrite the system prompt, command execution in build output only, executes commands in development tooling the package does not ship.
Installable plugin — declares a dsh.bundle manifest
What it can do
| Capability | Flag | Evidence |
|---|---|---|
| patches the dsh runtime | runtime_patch | ./cordis.patch.yml |
| can rewrite the system prompt | prompt_surface | approval, systemPrompt, webServer |
| command execution in build output only | exec_bundled | ×21 in build output only, e.g. lib/index.js:24, lib/index.js:24 |
| executes commands in development tooling the package does not ship | exec_tooling | ×12 in development tooling the package does not ship, e.g. scripts/harness-boot-check.mjs:23, scripts/harness-boot-check.mjs:23 |
| starts a network server in development tooling the package does not ship | net_server_tooling | ×1 in development tooling the package does not ship, e.g. scripts/harness-boot-check.mjs:102 |
Services it injects
approval llm settings slots storageDomain systemPrompt tools webServer
Hooks it attaches
agent/error agent/pre-step loader/volatile-update session/event
Environment variables it reads
DSH_HOME EVOLVE_DB
How to read this
Levels measure capability surface and transparency, not maliciousness. A C3 plugin can be entirely legitimate — a desktop shell genuinely needs subprocesses. The point is that you can see this before installing. See the levels explained and how dsh plugins work.
Findings come from static analysis of shipped code; nothing is executed. Think a flag is wrong? Open an issue — every flag cites the file and line it came from.