AC audit-nanjing-overseas-agencies
南京留学、移民、海外身份及因私出入境机构的中英双语证据审计；用于全量列举南京机构、核验资质或合同主体、横向比较与评分、审计指定机构、识别初创或渠道型中介、调查客诉与营销话术，以及起草防坑条款。Bilingual evidence-led audit of Nanjing study-abroad, immigration, overseas-identity, and private-entry/exit agencies; use for full rosters, entity and qualification checks, comparisons, scoring, startup/channel audits, complaint or marketing investigations, and protective contract clauses.
南京留学、移民、海外身份及因私出入境机构的中英双语证据审计；用于全量列举南京机构、核验资质或合同主体、横向比较与评分、审计指定机构、识别初创或渠道型中介、调查客诉与营销话术，以及起草防坑条款。Bilingual evidence-led audit of Nanjing study-abroad…
As a process C 54/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 54/100
- 0Result and completion. Does not say what the result is
- 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
- 30Inputs and preconditions. Does not say what the process needs to start
- 30Running it twice. 2 mutating operations with no state check
- 100Tools and files. No external tools needed
- 100Steps. 48 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2289 tokens
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
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 387: enough signal without eating the budget
- +4Structure: 14 headings
- +3Step-by-step instructions: 48 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.