BF wmu-volunteer-hours-collector
温州医科大学各二级学院学生会实践部内部工具,用于统计收集上来的志愿时长数据。自动从多个表格文件中提取志愿者信息,按规范格式填入模板,生成月度志愿时长汇总表。触发场景:用户提到志愿时长统计、志愿服务汇总、实践部数据整理、志愿者信息录入、或需要处理多个报名表格生成汇总表。
温州医科大学各二级学院学生会实践部内部工具,用于统计收集上来的志愿时长数据。自动从多个表格文件中提取志愿者信息,按规范格式填入模板,生成月度志愿时长汇总表。触发场景:用户提到志愿时长统计、志愿服务汇总、实践部数据整理、志愿者信息录入、或需要处理多个报名表格生成汇总表。
As a process F 35/100 · Will not run — References files that are not bundled: assets/志愿服务.xlsx
ProcedureExcelSoftware developmentData and analyticstype 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: 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") - warning
missing-refreference to a missing file: assets/志愿服务.xlsx
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: assets/志愿服务.xlsx
- 0Tools and files. 1 referenced file(s) missing: assets/志愿服务.xlsx
- 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. 100 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1672 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
- +1No license
- +2Single-language instructions
- +3Description length 134: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 100 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (1 of 2)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.
External checks
ClawHub: suspicious
This looks like a legitimate spreadsheet helper, but its local file access and unnecessary network use are broader than the stated volunteer-hours workflow needs.
LLM: suspicious (medium) · VirusTotal: · 9 Jul 2026