BF linkfox-aigc-imagegen-image-fission
电商图片裂变。将已有商品图裂变为视觉不同但商品不变的新图片（相似度可控），用于多平台多店铺铺货防关联。
电商图片裂变。将已有商品图裂变为视觉不同但商品不变的新图片（相似度可控），用于多平台多店铺铺货防关联。
As a process F 31/100 · Will not run — References files that are not bundled: /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338777684.jpg, /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338779012.jpg, /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338781456.jpg
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The text references files that are not there: add them or drop the references.
- 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: 5. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - warning
missing-refreference to a missing file: /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338777684.jpg - warning
missing-refreference to a missing file: /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338779012.jpg - warning
missing-refreference to a missing file: /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338781456.jpg
Process rating: all ten parameters 31/100
- 0Tools and files. 3 referenced file(s) missing: /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338777684.jpg, /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338779012.jpg, /root/.linkfox/workspaces/linkfox/2026-06-13/xxx/media/linkfox-aigc-imagegen-1781338781456.jpg
- 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
- 40Consistency. Frontmatter name (linkfox-aigc-imagegen-image-fission) differs from the folder (linkfox-expert-aigc-imagegen-image-fission)
- 100Steps. 58 steps
- 100Execution cost. Instruction body is 1585 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)
- +3Description length 51: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -42 reference files, but SKILL.md never points to them: the model will not open them
- +1No license
- +2Single-language instructions
- +4Structure: 13 headings
- +3Step-by-step instructions: 58 items
- +4Has examples (2 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 53.