AF xhs-analytics
小红书数据分析工具。用于采集笔记数据、分析热度、追踪竞品、生成报告。 Activate when user mentions: 小红书, xiaohongshu, 笔记分析, 博主数据, 热度追踪, 竞品分析
As a process F 35/100 · Will not run — References files that are not bundled: scripts/api_client.py
ReferenceData and analyticsInfrastructuretype and topics are labelled automatically from the skill text
How to improve
- The text references files that are not there: add them or drop the references.
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: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: scripts/api_client.py
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: scripts/api_client.py
- 0Tools and files. 1 referenced file(s) missing: scripts/api_client.py
- 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
- 100Steps. 30 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 535 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 104: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Structure: 16 headings
- +3Step-by-step instructions: 30 items
- +4Has examples (10 code blocks)
- +3All 6 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.
External checks
ClawHub: clean
This is a user-invoked Xiaohongshu analytics demo skill with no destructive or hidden behavior, but its outputs are sample data and credentials should be handled carefully.
LLM: benign (high) · VirusTotal: · 29 May 2026