BF geekbi-shein-research-skill
通过极鲸云查询和分析 SHEIN 商品、图搜同款、店铺、类目、关键词与评论数据，完成跨境电商选品、市场调研、竞品分析、需求趋势、价格带、竞争强度、用户痛点和机会判断。用户提到 SHEIN 选品、找品、上传图片找同款、拍照搜款、以图搜货、视觉竞品、爆款、新品、蓝海市场、商品表现、全托管、半托管、店铺研究、竞品店铺、类目规模、品类机会、关键词趋势、搜索需求、市场容量、商品评论、差评原因、使用场景、用户反馈或需要组合多类 SHEIN 数据形成经营决策时使用。根据用户意图路由一个或多个内部能力，只依据极鲸云真实返回的数据形成结论。
通过极鲸云查询和分析 SHEIN 商品、图搜同款、店铺、类目、关键词与评论数据，完成跨境电商选品、市场调研、竞品分析、需求趋势、价格带、竞争强度、用户痛点和机会判断。用户提到 SHEIN…
As a process F 35/100 · Will not run — References files that are not bundled: <linkUrl>
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: 32. 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: <linkUrl>
Process rating: all ten parameters 35/100
- 0Tools and files. 1 referenced file(s) missing: <linkUrl>
- 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
- 100Steps. 34 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 947 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
- -32 of 9 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +3Description length 264: enough signal without eating the budget
- +4Structure: 8 headings
- +3Step-by-step instructions: 34 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (17 of 18)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.