CC alibabacloud-quickbi-smartq
Quick BI-SmartQ skill with multiple data analysis capabilities: 1. **File Q&A**: Upload Excel/CSV files for intelligent analysis via Quick BI API 2. **Dataset Q&A**: Natural language queries on Quick BI platform datasets, with automatic intelligent table selection and matching 3. **Document Parsing**: Parse PDF/Word/Excel/CSV/images, extract text, and support extracting key fields to generate structured Excel 4. **Dashboard Skill Generation**: Auto-convert QuickBI dashboards into data query skills 5. **Data Insight**: Deep data insight analysis on Quick BI datasets 6. **Data Report**: Auto-generate professional data reports based on analysis results Use when users mention data analysis, smart Q&A, querying data, file analysis, document parsing, dashboard skills, data insight, or data reports.
Quick BI-SmartQ skill with multiple data analysis capabilities: 1.
As a process C 51/100 · Has gaps — References files that are not bundled: references/chat/module-chat-file.md, references/chat/module-chat-dataset.md, references/common/copy_skill_config_zh.png
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- The text references files that are not there: add them or drop the references.
- 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: 39. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 6033 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: references/chat/module-chat-file.md - warning
missing-refreference to a missing file: references/chat/module-chat-dataset.md - warning
missing-refreference to a missing file: references/common/copy_skill_config_zh.png - warning
missing-refreference to a missing file: references/common/copy_skill_config_en.png
Process rating: all ten parameters 51/100
- 0Tools and files. 4 referenced file(s) missing: references/chat/module-chat-file.md, references/chat/module-chat-dataset.md, references/common/copy_skill_config_zh.png
- 0Result and completion. Does not say what the result is
- 20When it triggers. No condition that starts the skill
- 60Steps. 87 steps, 7 vague phrases
- 70Execution cost. Instruction body is 6033 tokens
- 100Inputs and preconditions. Inputs and preconditions are listed
- 100Failures and branches. 4 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Running it twice. Mutating operations check current state
- 100Progress reporting. Reports progress
- low The response is described with custom markup (10 tags): a typed call is more reliable
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 803: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -215 emoji in the instructions: noise for the model
- -31 of 1 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Structure: 16 headings
- +3Step-by-step instructions: 87 items
- +4Has examples (1 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.