deep-read

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

DeepSeek Harness（deepseek-ai/deepseek-harness）深度解读——线性单线叙事、file:line 证据锚点、前置知识垫层的中文 deep-read

Utilizing agent capabilities for deep web reading, bypassing scenarios that require authentication (manually authenticated) 利用agent能力，进行深网阅读，实现绕过一些需要鉴权的场景（手动通过鉴权）

turn cluttered web pages into clean, readable content. highlight what matters. save it locally.