AC hot-tracker
全网热点客观扫描与去噪排行技能。用于在微博、抖音、小红书、微信公众号、知乎、B站、快手等平台之间抓取当前热点，按讨论度、传播度、转发度、情绪强度、对立程度和时效性综合排序，输出默认 Top10 的去噪热点清单。适用于“最近什么最热”“帮我抓全网热点”“按当前话题度排行”“找高讨论度话题”“做热点监测”这类请求。默认自动执行，不先反问用户。
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.
For the model run — optional
- 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: 12. 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") - note
frontmatter-keyunknown frontmatter key "dependency"
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. 80 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 621 tokens
- 100Running it twice. No mutating operations
- low 11 top-level sections: this looks like several domains in one skill
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 4 example trigger phrases
- +3Description length 170: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 80 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (3 of 5)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.
External checks
ClawHub: clean
This skill is a coherent public hot-topic ranking helper that may fetch live trend data, with no evidence of credential use, persistence, account control, exfiltration, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026