AD viral-topic-finder-claw
爆款选题发现虾 — 全网热点实时监控与爆款选题挖掘专家。从微博、抖音、知乎、百度、B站等平台抓取热榜数据，智能过滤匹配账号定位，分析爆款内容规律，生成可执行的选题建议，并存入飞书多维表格选题库。 **当以下情况时使用此 Skill**： (1) 用户要求监控热点、找热搜、发现爆款选题 (2) 需要分析同领域高赞内容的选题规律 (3) 需要管理选题库（存档、分类、查询） (4) 需要追踪竞品账号内容策略 (5) 用户提到"热点监控"、"爆款选题"、"热搜"、"选题推荐"、"内容灵感"、"蹭热点"、"流量密码"、"高赞内容"、"竞品分析"、"选题库" (6) 用户说"帮我找找最近有什么热点"、"看看同行发了什么爆款"、"推荐几个选题"
As a process D 46/100 · 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: 6. 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 46/100
- 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
- 60Tools and files. Uses tools (web) that frontmatter does not declare
- 100Steps. 15 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 513 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
- +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
- +5Description quotes 3 example trigger phrases
- +3Description length 320: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 15 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.