lynote-ai/dsh-humanizer

README 摘要

dsh-humanizer A writing skill for DeepSeek Harness ( dsh ). The core idea is not "write like a human", but "write like me" : strip generic AI-sounding patterns on one side, learn your own writing fingerprint on the other, and turn any draft into something you wrote. This is a skill for the agent , not an LLM wrapper: it performs no model calls. It only produces rules, fingerprints, scores, and rewrite briefs — the agent does the actual rewriting itself. Install Optional config (all fields have defaults): Tools (8 — all deterministic, no model calls) De-AI: Tool Purpose humanize scan Detect AI patterns and return an AI-ness score plus the matched rules humanize rules Export the full rule catalogue (transparent, editable) humanize rewrite Return a rewrite brief (rules + issues found in this text); the agent applies it Personal voice clone: Tool Purpose voice import Import samples → extract a style fingerprint → persist a profile voice profile Read one profile, or list all voice remove Delete a profile voice score Similarity between text and a profile (0–100 + per-feature breakdown) voice rewrite Return a rewrite brief (fingerprint + few-shot samples + issues found) How it works src/c…

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