skills
anthropics
Public repository for Agent Skills
MrGeDiao/shuorenhua
shuorenhua is a tool for DeepSeek Harness. Plain talk | Chinese-first de-AI-tone rewrite skill: keeps facts, adapts to context, ready to send. Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts.

REVIEW SCORECARD
✓ 无Risky检出 · 自动化扫描结果仅供参考,非官方背书
AI DEEP REVIEW
Well-documented Chinese anti-AI-tone rewrite skill with a real eval harness and active maintenance; worth installing.
README documents a 120-case benchmark, blind eval set, hard-metrics validation script (automation/eval/hard_metrics.py), and L1-L3 acceptance gates, indicating real engineering rigor.
No download-and-execute or secret handling is shown; install paths are git clone, npx skills add, and a plugin marketplace command, but no security policy or audit details are given, so a neutral-positive score applies.
It targets a common, concrete pain point (removing AI-sounding Chinese prose while preserving facts) with scene packs for README, release notes, issues, and API docs.
Last updated 2026-09-12, not archived, with versioned eval records (v2.4.0, v2.3.1) and an issue-linked scope discussion showing ongoing iteration.
README covers quick start, rewrite principles with before/after examples, rule tables, scene packs, scope parameters, eval methodology, and per-platform install guides.
Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.
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前往仓库PROJECT TOPICS
VALIDATION LADDER
FAQ
Plain talk | Chinese-first de-AI-tone rewrite skill: keeps facts, adapts to context, ready to send. Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts.
shuorenhua has 1,565 stars and 73 forks on GitHub, last updated 2026-09-12.
shuorenhua is distributed under the MIT license.
shuorenhua is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
System reads GitHub Topics first, then compares against the in-site category dictionary and word-root rules. Current match:agent-skill、skill。