Use only for an existing Agent Skill (a local folder with SKILL.md) whose core behavior already works or is nearly complete. Review and optimize its discovery and routing metadata, test false-positive and false-negative triggers, improve trust and installability, generate English and Chinese release materials, and optionally publish it to the authenticated user's confirmed GitHub repository and verify remote installation and skills.sh listing. Trigger for requests such as "audit my skill before publishing", "reduce false triggers and missed triggers in this SKILL.md", "optimize my skill description and GitHub metadata", "帮我审阅并优化这个 Agent Skill", "减少这个 Skill 的误触发和漏触发", "让其他 Agent 更容易搜到并触发它", or "生成中英文 README 后上传 GitHub". Do not use to build the skill's core functionality, install somebody else's skill, perform generic repository publishing or bilingual README work merely because a project is called a skill, do generic web GEO/SEO, run long-term growth analytics, or publish an MCP server.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryProduct & designStars0
About this skill
Use only for an existing Agent Skill (a local folder with SKILL.md) whose core behavior already works or is nearly complete. Review and optimize its discovery and routing metadata, test false-positive and false-negative triggers, improve trust and installability, generate English and Chinese release materials, and optionally publish it to the authenticated user's confirmed GitHub repository and verify remote installation and skills.sh listing. Trigger for requests such as "audit my skill before publishing", "reduce false triggers and missed triggers in this SKILL.md", "optimize my skill description and GitHub metadata", "帮我审阅并优化这个 Agent Skill", "减少这个 Skill 的误触发和漏触发", "让其他 Agent 更容易搜到并触发它", or "生成中英文 README 后上传 GitHub". Do not use to build the skill's core functionality, install somebody else's skill, perform generic repository publishing or bilingual README work merely because a project is called a skill, do generic web GEO/SEO, run long-term growth analytics, or publish an MCP server.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Use only for an existing Agent Skill (a local folder with SKILL.md) whose core behavior already works or is nearly complete. Review and optimize its discovery and routing metadata, test false-positive and false-negative triggers, improve trust and installability, generate English and Chinese release materials, and optionally publish it to the authenticated user's confirmed GitHub repository and verify remote installation and skills.sh listing. Trigger for requests such as "audit my skill before publishing", "reduce false triggers and missed triggers in this SKILL.md", "optimize my skill description and GitHub metadata", "帮我审阅并优化这个 Agent Skill", "减少这个 Skill 的误触发和漏触发", "让其他 Agent 更容易搜到并触发它", or "生成中英文 README 后上传 GitHub". Do not use to build the skill's core functionality, install somebody else's skill, perform generic repository publishing or bilingual README work merely because a project is called a skill, do generic web GEO/SEO, run long-term growth analytics, or publish an MCP server.
About this listing
Category
Product & design
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI