dsh-ezprot-plugin

dsh-ezprot-plugin

English | 中文

A plug-and-play proteomics analysis plugin for DeepSeek Harness. It wraps a full protein-expression analysis workflow — normalization → PCA → batch correction → differential analysis → GO/KEGG enrichment → GSEA — behind a conversation: give the agent your data file, answer a few questions (which columns are what, which groups to compare), and the plugin prepares everything automatically and walks through every step with visible summaries and figures, ending with an interpretation report.

No R, no Docker, no terminal knowledge required: the plugin detects or silently installs its own R 4.4.0 runtime and package library on first use (one-time, ~10–20 min).

Install

Prerequisites: Node.js (bundles npx) and pnpm — npm install -g pnpm.

Requires the dsh CLI (Windows / macOS / Linux), one command:

npx @deepseek-ai/dsh plugin --profile web add dsh-ezprot-plugin

If dsh is already installed globally, drop the npx @deepseek-ai/ prefix:

dsh plugin --profile web add dsh-ezprot-plugin

Then restart dsh web. Every session's agent gains the proteomics_* tools.

Usage

Just talk to the agent. For example:

My proteomics data is at D:\my-experiment\origin_data.txt with sample groups in D:\my-experiment\sample_info.txt, mouse samples. Compare HC and HD against NC.

The agent will inspect and QC your data, confirm the comparisons with you, run the analysis step by step, and write an interpretation report (top proteins, enriched pathways, candidate targets). Detailed instructions: biologist's guide (中文).

Development

See CONTRIBUTING.md.