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构建 AI Skills/Plugins 的标准方法论 (Based on Anthropic Standard)
Passed 21 of 22 test cases with the skill, and 5 of 22 without it.
and 24 more in the full report
16 fixed5 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
What exact directory path should be created when running `mkdir` to start building a new skill named 'auth-auditor'? Is it .claude/skills/auth-auditor or .agent/skills/auth-auditor?
| Checked | Without skill | With skill |
|---|---|---|
| specifies directory path .agent/skills/auth-auditor | Missed | Passed |
| places individual skill directories under .agent/skills | Missed | Passed |
The instructions your model reads when the skill loads.
本 Skill 定义了本项目构建 AI Plugins 的唯一标准。所有 Skill 的创建与修改必须遵循此方法论。
一个完整的 Plugin (Skill System) 由四个核心组件构成。
plugin.json)插件的身份证。定义插件在系统中的唯一标识。
.agent/.claude-plugin/plugin.json (Global) 或 skill-name/plugin.json (Local){
"schema_version": "1.0",
"name": "devil-hunter-nexus-plugin",
"description": "The cognitive engine and SEO factory for Roblox game sites.",
"version": "1.0.0",
"authors": ["Devil Hunter Team"]
}
SKILL.md)AI 的思维链。必须包含明确的触发条件 (Trigger) 和结构化指令。
.agent/skills/<skill-name>/SKILL.mdname and description.## When This Skill Applies: 明确的触发条件 (Contextual Triggers)。
## Instructions: 具体的操作步骤、原则或代码规范。## Actions (Optional): 可用的工具或脚本引用。commands/)test cases passed, vs 5 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.