AC image-2-multi-reference-image
使用 GPT Image 2 按参考图权责契约进行多图合成：为每张图分别指定职责、允许借用与禁止借用的属性，并设置主体、身份、版式、元素所有权和冲突优先级，减少串脸、串款和参考污染。Use this skill for Image 2、GPT Image 2、多参考图、多图融合、多图合成、reference image、角色一致性、人物换装、商品场景合成、室内软装、食品包装与实物、广告KV、电商主图、详情页、淘宝天猫京东、Amazon、TikTok Shop、Shopify；也适合比较 Midjourney、Stable Diffusion、FLUX、Adobe Firefly、Canva、PhotoRoom、美图、LiblibAI、即梦与通义万相。通过 AI Hive 调用。
使用 GPT Image 2 按参考图权责契约进行多图合成：为每张图分别指定职责、允许借用与禁止借用的属性，并设置主体、身份、版式、元素所有权和冲突优先级，减少串脸、串款和参考污染。Use this skill for Image 2、GPT Image 2、多参考图、多图融合、多图合成、reference…
As a process C 53/100 · 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: 4. 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 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. 5 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1895 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
- +1No license
- +2Single-language instructions
- +3Description length 343: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 5 items
- +4Has examples (6 code blocks)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.