AC qa-output-validation
在最终输出前对测试用例做最后一轮防幻觉验证：事实核查（引用的需求ID是否存在）、一致性检查（用例之间是否矛盾）、可执行性验证（步骤是否能实际操作）、来源追溯（每个用例是否能追溯到具体需求）。当测试用例已经生成完毕、准备输出了，但你不确定AI有没有编造不存在的功能或需求时，应当使用此技能。这是整个工作流的最终质量守门——如果验证失败，必须返回问题清单要求修正，不得跳过。 触发场景：验证一下输出、检查有没有幻觉、这个用例对吗、确认一下质量、时。 Use when the user asks about: final anti-hallucination verification of generated test cases — fact checking, cross-case consistency, executability, and requirement traceability.
在最终输出前对测试用例做最后一轮防幻觉验证：事实核查（引用的需求ID是否存在）、一致性检查（用例之间是否矛盾）、可执行性验证（步骤是否能实际操作）、来源追溯（每个用例是否能追溯到具体需求）。当测试用例已经生成完毕、准备输出了，但你不确定AI有没有编造不存在的功能或需求时，应当使用此技能。这是整个工作流的最终质量守门—…
As a process C 59/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches
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: 3. 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 59/100
- 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
- 70When it triggers. States when to use, but not when not to
- 100Tools and files. Tools declared in frontmatter
- 100Steps. 6 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 758 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
- +2Single-language instructions
- +3Description length 400: enough signal without eating the budget
- +4Structure: 13 headings
- +3Step-by-step instructions: 6 items
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.