// 智能体技能常见问题

如何在任何编程智能体中用智能体技能自动化工作

面向使用 Codex、Claude Code、Kimi Code、Kimi Work、Antigravity 2.0、Gemini CLI、Cursor 等编程智能体来自动化内容工作流的团队的答疑。

Codex

使用同一套可迁移的技能架构,附各智能体专属的配置细节。

Claude Code

使用同一套可迁移的技能架构,附各智能体专属的配置细节。

Claude Code coworkflows

使用同一套可迁移的技能架构,附各智能体专属的配置细节。

Kimi Code

使用同一套可迁移的技能架构,附各智能体专属的配置细节。

Kimi Work

使用同一套可迁移的技能架构,附各智能体专属的配置细节。

// 一句话回答

好的智能体技能是什么样的?

好的智能体技能会告诉智能体:什么时候用这个工作流、需要什么输入、按什么步骤执行、要创建什么文件、跑什么检查,以及什么时候需要真人审核结果。

// 平台

适用于现代编程智能体

具体的文件名和工具配置各不相同,但有用的模式在所有编程智能体环境中是一致的。

CodexClaude CodeClaude Code coworkflowsKimi CodeKimi WorkAntigravity 2.0Gemini CLICursorAny coding agent

// 常见问题

智能体技能自动化常见问题

What are agent skills?

Agent skills are reusable workflow instructions, examples, resources, and optional scripts that help coding agents complete repeatable tasks reliably.

Which coding agents can use this approach?

The workflow can be adapted for Codex, Claude Code, Claude Code coworkflows, Kimi Code, Kimi Work, Antigravity 2.0, Gemini CLI, Cursor, and other coding agents that can read context, follow instructions, run tools, or edit files.

How do agent skills automate video editing?

They can plan clips, clean transcripts, generate captions, write edit notes, run scripts, check exports, and package review reports before a human approves the final edit.

How do agent skills generate TikTok or Instagram carousels?

They can research formats, select first-slide hooks, write slide-by-slide copy, create image sourcing notes, draft prompts, and validate the final storyboard.

How do agent skills help with prompt writing?

They turn a creative brief into reusable prompts for images, video scenes, captions, voiceover, product demos, and social content variants.

How do agent skills research viral formats?

They analyze hooks, transcripts, pacing, carousel structures, visual patterns, niches, and examples, then summarize patterns that can be adapted without copying.

What should every agent skill include?

Include when to use it, required inputs, resources, workflow steps, commands or scripts, expected outputs, quality checks, and human review gates.

Can one skill work across Codex, Claude Code, Gemini CLI, Cursor, Kimi Code, and Antigravity?

The workflow can be portable, but each agent may need small changes for file location, command syntax, tool access, or project conventions.

What should not be fully automated?

Do not fully automate legal-sensitive claims, medical or financial advice, brand judgment, final publishing, or customer-facing guarantees without human review.

What is the fastest first agent skill to build?

Start with a small repeatable task such as long-form to shorts clip planning, carousel outline generation, prompt cleanup, or viral hook research.