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采集小红书公开内容数据：关键词搜索笔记、查看笔记详情、拉取笔记评论、监控博主作品列表，输出结构化JSON，用于爆款挖掘、竞品分析、KOL筛选、评论舆情与趋势洞察。当用户想找小红书高赞内容、分析某篇笔记或其评论区、追踪某个博主的发文动态、做小红书选题调研或市场趋势分析时调用——即使用户没直接说"搜小红书"，只要意图涉及小红书内容数据获取就应触发。支持图文/视频筛选、点赞/评论/收藏排序、发布时间限定，单次最多返回1万条，可直接衔接选题汇总、高赞对比、评论观点聚类、发文节奏分析等后续任务。
采集小红书公开内容数据：关键词搜索笔记、查看笔记详情、拉取笔记评论、监控博主作品列表，输出结构化JSON，用于爆款挖掘、竞品分析、KOL筛选、评论舆情与趋势洞察。当用户想找小红书高赞内容、分析某篇笔记或其评论区、追踪某个博主的发文动态、做小红书选题调研或市场趋势分析时调用——即使用户没直接说"搜小红书"，只要意图涉及…
As a process D 46/100 · Unfinished process — 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 46/100
- 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
- 60Tools and files. Uses tools (node) that frontmatter does not declare
- 100Steps. 17 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1104 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 245: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 17 items
- +4Has examples (5 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.