Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
AI Agent设计与优化助手。面向独立开发者与一人公司,提供从System Prompt设计到Agent Loop编排的全流程辅助. 覆盖六大核心能力:Prompt Engineering(角色定义、约束设定、输出格式)、Task Decomposition(复杂任务拆解为可执行子任务)、 Agent Loop设计(ReAct、Chain-of-Thought、Plan-and-Execute、Reflexion四种范式)、Tool Selection(工具描述优化与选择策略)、 Output Parsing(JSON/结构化输出与容错)、Token Optimization(上下文裁剪与few-shot精简). 适用于构建客服Agent、数据分析Agent、代码Agent、自动化工作流Agent等场景。基于Markdown指令驱动, 无需额外API Key(由Agent内置LLM提供推理能力)。已移除原始风险代码,清理外部依赖引用,适配SkillHub平台规范.
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.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 0f7d90c45abf2a68d60977bd6e71dad376dfe0d4b4f700327484f840c38e6e70
About this listing
- Category
- General
- Reported license
- Not specified
- Listing language (estimated)
- Chinese
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.