AD fore-vip-product-recommend
通用产品调研与推荐框架（fore.vip）。把模糊的「帮我推荐个产品 / 该买哪个 / 选型对比 / 适合我的 X / 测评对比 / 选型清单 / 帮我选」转化为有依据、可溯源、分层的结构化推荐。覆盖全行业全品类，暂不涉及 CPS 选品。标准流程：① 需求澄清（使用者/诉求/约束/优先级）② 构建评估维度并赋权（必选四维：需求匹配·性能质量·TCO·风险合规；可选：口碑·售后·易用·扩展）③ 多渠道调研采集（竞品清单/评测/社区/官方，标注来源·时间·适用范围）④ 加权评分矩阵横向对比 ⑤ 结构化产出（首选/备选/避坑 + 事实依据 + 来源 + 行动建议）。遵循 fore.vip 核心准则：先结论后依据、事实/分析/建议三级分离、数据可溯源。当用户请求产品推荐、测评对比、选型决策、采购清单时使用。
As a process D 49/100 · Unfinished process — 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: 4. 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 49/100
- 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
- 40Consistency. Frontmatter name (fore-vip-product-recommend) differs from the folder (fore-vip-product)
- 100Tools and files. No external tools needed
- 100Steps. 23 steps
- 100Execution cost. Instruction body is 443 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 354: enough signal without eating the budget
- +4Structure: 11 headings
- +3Step-by-step instructions: 23 items
- +4Has examples (1 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.