Kaiji-Z/dsh-plugin-lookatstudy
C3dsh community plugin: turn any markdown/folder/GitHub learning repo into a guided AI-tutor course (gated skill tree, BKT mastery, SM-2 reviews) inside DeepSeek Harness
★ 10+ · Kaiji-Z/dsh-plugin-lookatstudy source on GitHub · this plugin in the registry
Kaiji-Z/dsh-plugin-lookatstudy is a DeepSeek Harness plugin rated C3 — powerful capability combined with sensitive behavior. It patches the dsh runtime, can rewrite the system prompt, executes commands in development tooling the package does not ship, decodes base64 payloads.
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 | systemPrompt |
| executes commands in development tooling the package does not ship | exec_tooling | ×13 in development tooling the package does not ship, e.g. scripts/release.mjs:13, scripts/release.mjs:13 |
| decodes base64 payloads | base64_decode | ×2 in authored code, e.g. src/dashboard.ts:1036, src/client/data.ts:505 |
| starts a network server in development tooling the package does not ship | net_server_tooling | ×2 in development tooling the package does not ship, e.g. scripts/probe-align4b.mjs:21, scripts/probe-align4b.mjs:29 |
| reads credential-class env vars in development tooling the package does not ship | token_env_tooling | in development tooling the package does not ship: Z_AI_API_KEY |
Services it injects
locale remote sessions slots systemPrompt theme tools workspaces
Outbound domains
cdn.jsdelivr.net esm.sh api.bilibili.com arxiv.org www.bilibili.com api.github.com data.jsdelivr.com export.arxiv.org
Environment variables it reads
LKS_INSECURE_TLS DSH_HOME LKS_TTS_DEBUG
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.