yj-liuzepeng/dsh-project-brain

C3

Persistent project intelligence and memory plugin for DSH: architecture analysis, cross-session context, TODOs, and optional hybrid retrieval

★ 100+ · yj-liuzepeng/dsh-project-brain source on GitHub · this plugin in the registry

yj-liuzepeng/dsh-project-brain is a DeepSeek Harness plugin rated C3 — powerful capability combined with sensitive behavior. It patches the dsh runtime, executes system commands, starts a network server in development tooling the package does not ship, reads credential-class env vars.

Installable plugin — declares a dsh.bundle manifest

What it can do

CapabilityFlagEvidence
patches the dsh runtimeruntime_patch./cordis.patch.yml
executes system commandsexec×10 in authored code, e.g. src/host/rebuild-sync.js:15, src/host/rebuild-sync.js:15
starts a network server in development tooling the package does not shipnet_server_tooling×1 in development tooling the package does not ship, e.g. scripts/smoke-test.mjs:56
reads credential-class env varstoken_envDSH_LLM_API_KEY

Services it injects

connection fs llm locale sandboxPolicy sessions slots tools

Hooks it attaches

agent/inbox/claimed agent/session-start project_brain/preview.changed session/disposed

Outbound domains

api.openai.com

Environment variables it reads

DSH_LLM_API_URL DSH_LLM_API_KEY DSH_LLM_MODEL USERPROFILE

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.