Agent 工具调用失败的复盘与升级阶梯。当用户提到 "工具失败"、"403 / 404 抓不到"、"clone 不动"、"为什么不直接用 gh"、"toolcalling issue"、"工具调用问题"、"如何避免（同样的失败）"、"工具升级"、"escalation"、复盘 agent 工具使用反模式时使用。提供完整工具阶梯参考、历史失败案例、AskQuestion 之前的自检三问。
How to install agent-tool-escalation?
realnaka/alphaloop/agent-tool-escalation
$npx -y skills add realnaka/alphaloop --skill agent-tool-escalationInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/realnaka/alphaloop" --skill "realnaka/alphaloop/agent-tool-escalation"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/realnaka/alphaloop" that are relevant to the current task. Run `npx skills add "https://github.com/realnaka/alphaloop"` and select the relevant skills, then follow their instructions.
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