BD inventory-anomaly-prediction
库存异常检测和需求预测系统生成工具。当用户需要搭建库存管理系统、实现异常检测算法、开发需求预测功能（如ARIMA模型）、创建库存预警系统时使用此skill。特别适用于制造业、零售业、备件管理等场景，需要处理Excel数据、检测库存异常、预测未来需求并生成报告的情况。
As a process D 49/100 · 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.
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: 13. 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 49/100
- 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
- 40Consistency. Frontmatter name (inventory-anomaly-prediction) differs from the folder (inventory-anomaly)
- 100Tools and files. No external tools needed
- 100Steps. 86 steps
- 100Execution cost. Instruction body is 884 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
- -32 of 2 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 133: enough signal without eating the budget
- +4Structure: 34 headings
- +3Step-by-step instructions: 86 items
- +4Has examples (7 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.
External checks
ClawHub: clean
This skill is a local inventory forecasting template that reads and writes project Excel/report files, with no evidence of hidden network access, credential use, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026