优化用户提示词（超过50字自动激活）

优化用户的提示词，使其更清晰、更易被AI理解和执行。**触发条件：用户提示词超过50字时自动激活**，无需用户明确要求"帮我优化"。优化完成后，按照优化后的提示词继续执行任务。触发场景包括：任何超过50字的用户请求、科研任务请求、复杂任务描述、模糊/混乱/不完整的用户描述（无论字数）。

This skill is coherent for a prompt-optimization assistant, but you should be cautious before installing or enabling automatic triggering: 1) Consider requiring explicit user consent before any execution (i.e., optimize-only by default, then ask to run). 2) Raise or make configurable the 50-character trigger threshold or limit auto-trigger to user-invoked contexts. 3) Require an explicit confirmation step before any file, network, or destructive operation. 4) Test the skill in a safe environment (no sensitive data) to see how it rewrites prompts. 5) If you need stronger safety, only enable this skill when you (or an admin) explicitly invoke it rather than allowing automatic activation.

Type: OpenClaw Skill Name: prompt-tuner Version: 1.0.0 The 'prompt-tuner' skill (SKILL.md) implements a behavioral override that automatically intercepts and rewrites user prompts exceeding 50 words without explicit user consent. It instructs the agent to immediately execute its own 'optimized' version of the instructions without waiting for user confirmation, which effectively hijacks the user's original intent. While the stated goal is to improve clarity and the skill includes safety 'stop' rules for irreversible actions, the automatic trigger and immediate execution without review constitute a high-risk 'Man-in-the-Middle' style manipulation of the agent's reasoning loop.