AD ai-talent-grader
基于简历、面试记录和JD，对候选人进行AI时代能力定级（L1-L4）。 核心能力：简历漏洞穿透审计、六维度评分卡、双乘数加权、测谎面试题生成、评分一致性校准、 面试认知复盘（v3.3 Pro 新增）。v3.3 从"简历打分器"升级为"认知行为分析系统"， 评估候选人如何思考、如何应对不确定性、如何与AI协同。 Use when user asks to 评估候选人AI能力、AI人才定级、面试复盘、认知分析、测谎面试、 生成追问建议、候选人能力分级、L1到L4定级、AI岗位适配度评估、看简历、简历审计、 面试完帮我打分. 不适用于绩效评估、晋升评审、员工培训需求分析或非AI相关的能力评估.
As a process D 43/100 · Unfinished process — 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: 21. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- note
frontmatter-keyunknown frontmatter key "label"
Process rating: all ten parameters 43/100
- 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
- 30Running it twice. 3 mutating operations with no state check
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 101 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1931 tokens
- low 15 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
- +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 297: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 101 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (7 of 7)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.