BC xiaohongshu-tool
小红书公开数据检索工具：关键词搜笔记、笔记详情、评论、博主作品与粉丝量等互动数据。用户提到小红书/xhs/rednote 且需要查数据、做选题、竞品监控、KOL筛选、评论舆情分析时调用；给关键词或链接即可，无需登录账号
小红书公开数据检索工具：关键词搜笔记、笔记详情、评论、博主作品与粉丝量等互动数据。用户提到小红书/xhs/rednote 且需要查数据、做选题、竞品监控、KOL筛选、评论舆情分析时调用；给关键词或链接即可，无需登录账号
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
ProcedureAI and agentsWriting and documentstype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
- 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: 26. 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") - note
frontmatter-keyunknown frontmatter key "homepage"
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. 40 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2339 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)
- +3Description length 109: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -229 emoji in the instructions: noise for the model
- +2Single-language instructions
- +4Structure: 20 headings
- +3Step-by-step instructions: 40 items
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.
External checks
ClawHub: suspicious
The skill largely does what it claims, but it automatically saves full Xiaohongshu query results and URLs to local temporary logs without clear retention or permission controls.
LLM: suspicious (high) · VirusTotal: · 10 Sept 2026