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用说人话清理中文AI腔写作

改写中文优先的聊天、状态、文档和公开写作草稿,去除类AI措辞,同时保留事实、命令、数字、术语和责任。

用说人话清理中文AI腔写作 是什么?

这个技能专为需要去除中文文本中“AI腔”的开发者和内容创作者设计。它能够智能识别并删改诸如“作为一个人工智能”、“我们来探讨”、“值得注意的是”等机械、模板化的表达,使文本更自然、更人性化,同时严格保留所有事实性信息、命令、数字、专业术语和必要的责任声明。该技能兼容Codex、Claude Code、Cursor、ChatGPT、OpenClaw等多种主流AI Agent运行时,只需加载一个SKILL.md文件即可生效。安装方式灵活,既可以通过插件市场或CLI命令一键添加,也可以直接克隆GitHub仓库手动配置。对于企业级或高频使用场景,它非常适合用于日常沟通、状态报告、技术文档和公开文章的批量去AI化处理,提升可读性和专业度。

兼容平台✓Claude Code✓Codex CLI✓Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/clean-chinese-ai-sounding-writing-with-shuorenhua

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

用说人话清理中文AI腔写作 是做什么的?

改写中文优先的聊天、状态、文档和公开写作草稿,去除类AI措辞,同时保留事实、命令、数字、术语和责任。

前提条件

Codex、Claude Code、Cursor、ChatGPT、OpenClaw 或其他能够加载 SKILL.md 文件的 Agent 运行时

安装

根据源仓库的说明进行安装或设置:

对于 Claude Code,运行 /plugin marketplace add MrGeDiao/shuorenhua 和 /plugin install shuorenhua@shuorenhua。对于 Codex,克隆仓库后运行 codex exec -C . "读取 ./SKILL.md,按其中规则改写以下文本:..."。支持 skills CLI 的运行时可以运行 npx skills add MrGeDiao/shuorenhua。

文档

来源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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