BF inventory-strategy
零售库存健康诊断与行动策略生成。基于语义层指标，完成品类四象限分类、问题商品定位、行动方案输出。 触发场景：用户提到"库存诊断""库存健康""库存分析""滞销""售罄率""库销比""补货建议""促销建议""清仓""库存策略""库存优化""库存预警""积压""断货""缺货""动销""周转"，或用户希望基于库存数据生成行动方案时触发。 即使用户只是说"帮我看看库存有没有问题"或"哪些商品该打折了"，也应触发。 **重要：本 Skill 依赖 metric-query Skill 完成数据查询。执行前先加载 metric-query。**
As a process F 35/100 · Will not run — References files that are not bundled: HTML路径, xlsx路径
ProcedureData and analyticsInfrastructuretype 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.
- 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: 6. 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") - warning
missing-refreference to a missing file: HTML路径 - warning
missing-refreference to a missing file: xlsx路径
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: HTML路径, xlsx路径
- 0Tools and files. 2 referenced file(s) missing: HTML路径, xlsx路径
- 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. 34 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1881 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- -242 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +5Description quotes 2 example trigger phrases
- +3Description length 269: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 34 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (1 of 2)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.
External checks
ClawHub: clean
This inventory analysis skill is coherent and disclosed, but it will query business inventory data and create report files.
LLM: benign (high) · VirusTotal: · 29 May 2026