xiehuan123/dsh-deepread

dsh-deepread

Name: dsh-deepread
Author: xiehuan123

UITerminal63 GitHub stars· updated 2026-09-11

Evidence-first reading for AI agents — turn articles, books and PDFs into traceable claims, evidence, source locations and knowledge maps.

Install

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

Restart `dsh web` after install. Bundle APIs can change during the developer preview.

[![DSH Hub](https://dshhub.dev/badge/dsh-deepread.svg)](https://dshhub.dev/plugins/dsh-deepread)

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Turn articles, books, PDFs, and document sets into claims you can trace back to evidence and source locations.

DeepRead is available in two compatible forms:

Portable Agent Skill for Codex, Claude Code, and other Agent Skills-compatible tools. Zero runtime dependencies; the agent follows the evidence-first reading workflow with its own file and web tools.
Host plugin package for DeepSeek Harness Web/headless and dsh-TUI, with a deepread tool, PDF extraction, optional persistence/jobs/Web route, batch comparison, cost preview, and HTML/XMind-compatible export. Its browser client is an optional Web-only entry.

A typical summary	DeepRead
Compresses the topic	Extracts complete claims and the reasoning behind them
Blends source facts with model inference	Labels author intent, source facts, reasoned inference, and unverified content
Makes conclusions hard to check	Pairs important claims with evidence and page/paragraph locations
Stops at an answer	Adds knowledge maps, conflicts, limitations, and active-recall questions

If the source does not support a claim, DeepRead says “source does not provide evidence” instead of filling the gap.

<br> <sub>The real DeepSeek Harness Web reading panel. The portable Agent Skill uses the same evidence-first workflow without this runtime UI.</sub>

npx skills@latest add xiehuan123/dsh-deepread

Then ask your agent:

Deep-read docs/architecture.pdf in knowledge-map mode.
For every important claim, show the supporting evidence and source location.

dsh plugin --profile web add dsh-deepread

If pnpm reports ERR_PNPM_ADDING_TO_ROOT, retry with the profile workspace made explicit:

dsh plugin --profile web add -w dsh-deepread

Restart dsh web, then use the 📖 reading panel or call the deepread tool in chat.

These are complete reports generated from public articles, not hand-written mockups:

Report	What DeepRead made visible
`deep` · Claude Code token optimization	Reconstructed the engineering chain from visibility to input, output, and retrieval-path compression; separated recommendations from project-authored benchmarks.
`map` · Marketing-claim fact check	Found that the article's “90%”, “¥1.28M salary”, and “¥2,000/day” claims had no source, sample, or baseline; marked each one unverified.
`deep` · vivo Tauri architecture	Connected architecture choices to reported size/performance evidence while preserving the article's untested assumptions and deployment limits.