AC sg-input-skinmaker-skill
搜狗输入法「热词/热梗皮肤」生成 skill，运行于各种 AI client 应用中（如 workbuddy、Codex、Trae 等）。 当用户上传一张图片，希望「基于这张图做风格化图生图、生成一张皮肤/背景图」时使用。典型触发语：「用这张 图做一张热词皮肤」「把这张图改成 XX 风格做皮肤」「根据这张图生成搜狗输入法皮肤」。该 skill 把预设生图 规范与用户的风格描述（可选）融合后，对用户上传的图片做图生图，最后把生成的图片与「校园AI创意皮肤大赛 互动页面」一并返回给用户，由用户自行打开。
搜狗输入法「热词/热梗皮肤」生成 skill，运行于各种 AI client 应用中（如 workbuddy、Codex、Trae 等）。 当用户上传一张图片，希望「基于这张图做风格化图生图、生成一张皮肤/背景图」时使用。典型触发语：「用这张 图做一张热词皮肤」「把这张图改成 XX…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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")
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. 29 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 672 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 252: enough signal without eating the budget
- +4Structure: 12 headings
- +3Step-by-step instructions: 29 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.