AC mianshi-jingyan
Bilingual interview prep skill for Business Analysis, BI & Data Analysis roles. Covers methodologies (RFM/PSM/DID), STAR storytelling, real interview Q&A, and salary negotiation. 中英双语：商业分析/数据分析岗位面试通关指南。
As a process C 62/100 · Has gaps — weak spots: result and completion, inputs and preconditions, running it twice
AnalyzerSales and CRMResearchInfrastructuretype and topics are labelled automatically from the skill text
How to improve
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: 9. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- note
frontmatter-keyunknown frontmatter key "price"
Process rating: all ten parameters 62/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 1 mutating operations with no state check
- 70When it triggers. States when to use, but not when not to
- 70Failures and branches. 4 branches
- 70Execution cost. Instruction body is 4391 tokens
- 100Tools and files. No external tools needed
- 100Steps. 121 steps
- 100Consistency. Name and required fields are in place
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 202: enough signal without eating the budget
- +4Structure: 30 headings
- +3Step-by-step instructions: 121 items
- +4Has examples (18 code blocks)
- +4Reference files are cited in the instructions (4 of 4)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.
External checks
ClawHub: clean
This appears to be a career interview-prep skill with broad example prompts but no evidence of hidden access, persistence, or harmful behavior.
LLM: benign (medium) · VirusTotal: · 29 May 2026