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搜索、安装和创建 Claude Code Agent Skills。当用户想要搜索技能、安装工具、创建自定义 Skill,或者说"find a skill"、"搜索技能"、"帮我做个 skill"、"create a skill"时触发。也适用于用户说"有没有做 X 的工具"、"我想扩展 Agent 能力"的场景。
Passed 15 of 20 test cases with the skill, and 8 of 20 without it.
and 4 more in the full report
7 fixed9 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
当需要创建可复用的 CSV 解析模块,但检测到 `skill-creator` 工具不可用时,第一步应该向用户说明什么?
| Checked | Without skill | With skill |
|---|---|---|
| Explicitly informs the user about downgrading to CLI initialization | Missed | Passed |
The instructions your model reads when the skill loads.
优先复用: find-skills 可用时先调用它完成搜索、质量检查和安装确认;只有不可用时才执行下面的 CLI 降级流程。
运行时检测: 优先 npx skills,备选 $CHERRY_STUDIO_BUN_PATH x skills,都没有则提示安装 Node.js
搜索: 理解需求→提取关键词→npx skills find [query]→展示名称/功能/来源
安装: Skills 是第三方代码有完整权限,必须: 展示安全警告→提供源码链接→用户确认→npx skills add <owner/repo@skill> -y。位置: 项目级 .claude/skills/ 或用户级 ~/.claude/skills/
无结果: 告知→先尝试直接完成→可复用流程再建议创建自定义 Skill
skill-creator 可用时必须调用它,并完整遵循其需求澄清、初始化、编辑、验证和迭代流程;不要绕过它直接手写 SKILL.md。skill-creator 确实不可用时,才明确告诉用户正在降级,然后用 npx skills init <skill-name> 初始化,保持 SKILL.md 精简,并按需加入 scripts/、references/、assets/。参考: https://skills.sh/ | npx skills find/add/init
test cases passed, vs 8 / 20 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.