AD mba-thesis-advisor
MBA论文写作与排版顾问，帮助提升学位论文至优秀水平。适用场景： (1) 将MBA论文提升至优秀毕业论文水平（如清华优秀毕业论文）， (2) 诊断论文初稿问题，(3) 用批判性写法（写法B）改写论文， (4) 构建理论框架，(5) 提炼论文原创贡献，(6) 修改结论使之有洞察力， (7) 论文排版——图表、表格、签名、页面样式、黑白打印适配。 支持 LaTeX 论文（首选 thuthesis 模板）和中国 MBA 论文规范。 触发短语："帮我改论文", "MBA论文", "优秀毕业论文", "论文诊断", "帮同学改论文", "论文排版", "黑白图表", "论文格式", "签名", "thuthesis".
As a process D 48/100 · 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: 7. 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 48/100
- 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
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 66 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1510 tokens
- 100Running it twice. No mutating operations
- 100Progress reporting. Reports progress
- low 10 top-level sections: this looks like several domains in one skill
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
- +1No license
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 308: enough signal without eating the budget
- +4Structure: 34 headings
- +3Step-by-step instructions: 66 items
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (4 of 4)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.