AD data-relation
只要用户提交表格/CSV/Excel/数据块，或提到"分析数据""找关系""盘数据""串表""对数据""看表""两表对比""数据有没有问题"，都应调用此技能。即使用户没说"分析"，只要给了表格数据并问"有没有猫腻""帮我看看""这数据对不对"，也触发。不适用于：写代码处理CSV、解释数据库概念、画图表可视化、纯日志排查、代码审查、非结构化文本分析。
只要用户提交表格/CSV/Excel/数据块，或提到"分析数据""找关系""盘数据""串表""对数据""看表""两表对比""数据有没有问题"，都应调用此技能。即使用户没说"分析"，只要给了表格数据并问"有没有猫腻""帮我看看""这数据对不对"，也触发。不适用于：写代码处理CSV、解释数据库概念、画图表可视化、纯日志排…
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.
- 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: 5. 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 (data-relation) differs from the folder (data-analysis-skills)
- 100Tools and files. No external tools needed
- 100Steps. 46 steps
- 100Execution cost. Instruction body is 2799 tokens
- 100Running it twice. No mutating operations
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- medium 17 test cases, all positive: not one "should refuse" or "should ask first"
- low No test case covers injection arriving through data
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
- -241 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 175: enough signal without eating the budget
- +4Structure: 29 headings
- +3Step-by-step instructions: 46 items
- +4Has examples (3 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.