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DSH PluginsSkill

shuorenhua

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.

MrGeDiao/shuorenhua Screenshot preview
Stars
1.6k
Forks
73
Issues
3
Update
50 days

REVIEW SCORECARD

Review Scorecard

8.3/10Good
License compliance9.0
Engineering quality8.7
Content completeness8.0
Repository scale7.0
Maintenance activity8.0

✓ No risk detected · Automated scan results are for reference only, not an official endorsement

AI DEEP REVIEW

Worth AI Review

8.0/10Recommended

Well-documented Chinese anti-AI-tone rewrite skill with a real eval harness and active maintenance; worth installing.

Code quality8

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.

Security7

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.

Utility9

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.

Maintenance8

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.

Documentation8

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 — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

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PROJECT TOPICS

Project topics

VALIDATION LADDER

Validation progress

Structure check pending
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending

FAQ

Frequently Asked Questions

What is shuorenhua used for?

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.

How popular is shuorenhua?

shuorenhua has 1,565 stars and 73 forks on GitHub, last updated 2026-09-12.

What license does shuorenhua use?

shuorenhua is distributed under the MIT license.

Is shuorenhua compatible with DeepSeek Harness?

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

Classification evidence

Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:agent-skill、skill。