AC guaikei-xhs-notes-comments-creators
获取小红书公开内容数据的工具：按关键词搜索笔记、查看单篇笔记详情、拉取笔记评论、抓取博主公开作品，返回结构化 JSON 用于爆款挖掘、竞品分析、KOL 筛选与评论舆情。当用户想找小红书上的内容、分析某篇笔记或评论区、监控某个博主发文、调研关键词热度时使用本技能；即使没有明说"小红书"，只要提到红笔记/xhs/rednote，或给出 xiaohongshu.com / xhslink.com 链接并想拿到内容数据，也适用。不用于登录、发布、点赞或获取私密内容。
获取小红书公开内容数据的工具：按关键词搜索笔记、查看单篇笔记详情、拉取笔记评论、抓取博主公开作品，返回结构化 JSON 用于爆款挖掘、竞品分析、KOL…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 24. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 53/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 36 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1475 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +2Single-language instructions
- +3Description length 231: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 36 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (2 of 2)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.