SKILLEMALL.ai

BC mba-thesis-writing-guidance

中国 MBA / EMBA 毕业论文 AI 辅助写作指导:选题闸门、五章制大纲、分章写法、证据与理论落地、盲审自查、答辩准备。覆盖营销、人力、运营、质量、财务、战略、数字化、经营管理,不默认营销模板。 当用户提到 MBA论文、开题、五章怎么写、文献综述、对策太空、盲审、答辩、AI辅助写论文、帮我写论文时使用。 落笔时避免机器腔、句长过齐、连接词堆砌。不代写、不编造数据或文献。

ClawHub Agent Skills author: Big Stephen v0.1.0 MIT-0 50 files body ≈ 818 tokens Open the sourceclawhub.ai analyzed 3 d ago

中国 MBA / EMBA 毕业论文 AI 辅助写作指导:选题闸门、五章制大纲、分章写法、证据与理论落地、盲审自查、答辩准备。覆盖营销、人力、运营、质量、财务、战略、数字化、经营管理,不默认营销模板。 当用户提到 MBA论文、开题、五章怎么写、文献综述、对策太空、盲审、答辩、AI辅助写论文、帮我写论文时使用。…

As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

GeneratorInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
C
53/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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: 49. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 53/100

  • 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
  • 100Tools and files. No external tools needed
  • 100Steps. 19 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 818 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
  • +4No input/output examples
  • -31 of 1 scripts are never mentioned in SKILL.md
  • +2Single-language instructions
  • +3Description length 189: enough signal without eating the budget
  • +4Structure: 5 headings
  • +3Step-by-step instructions: 19 items
  • +4Reference files are cited in the instructions (6 of 6)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.

External checks

ClawHub: clean
This is a coherent MBA thesis guidance skill with disclosed project-file scanning and file creation, but users should review and redact sensitive work details before letting it save them.
LLM: benign (high) · VirusTotal: · 21 Aug 2026