BD system-data-intelligence
专为需要直接操作系统应用并进行深度数据分析的场景设计。 【强制触发场景】： - 用户提及 Excel、WPS、Word、TXT、Markdown、RTZ 等文件的读取/写入/操控 - 用户想从任何应用中「抓取」「提取」「获取」数据 - 用户需要对数据进行「深度分析」「趋势研究」「异常检测」「预测」 - 用户要求生成「图表」「可视化」「仪表盘」「数据报告」 - 用户说「帮我看看这个文件里...」「分析一下这份数据...」「做个图表展示..." - 任何涉及跨应用数据流转的任务 【核心能力】：系统接口调用 × 数据深度分析 × 专业可视化 IMPORTANT: 只要涉及文件操作、数据分析、可视化中的任何一项，必须使用此 skill。 不要因为任务「看起来简单」就跳过——底层接口调用有很多坑，skill 里有避坑指南。
As a process D 41/100 · 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.
- 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: 16. 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 41/100
- 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 (system-data-intelligence) differs from the folder (system-data-intelligence-skill)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 26 steps
- 100Execution cost. Instruction body is 899 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
- -31 of 6 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 361: enough signal without eating the budget
- +4Structure: 25 headings
- +3Step-by-step instructions: 26 items
- +4Has examples (11 code blocks)
- +4Reference files are cited in the instructions (4 of 5)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.