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Evidence-first deep reading for AI agents

xiehuan123/dsh-deepread · skills

Evidence-first deep reading for AI agents — trace claims, evidence, confidence and knowledge maps across articles, books and PDFs.

★ 48GitHub stars
1Forks
2026-08-17Last updated
JavaScriptLanguage
MITLicense

Key features

  • Five modesquick key takeaways · deep in-depth reading · map knowledge map · feynman Feynman technique (11-step loop + spaced repetition) · book whole-book reading (see the comparison below)
  • Portable Agent Skill for Codex, Claude Code, and other Agent Skills-compatible tools.
  • deep modeClaude Code token optimization — claims, evidence, argument flow, concepts, and critical questions.
  • Three inputsWeChat article URLs (mp.weixin.qq.com stable links) · files (.txt/.md/.html/.pdf, PDF via a built-in pure-JS extractor with Chinese ToUnicode mapping, page markers, and object-stream/xref-stream support) · pasted text
  • Optional exportDisplayed in-session by default

Install command

dsh plugin --profile web add github:xiehuan123/dsh-deepread
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