BD qinghu-douyin-bluesea-collector
青虎AI 抖音蓝海爆品采集：结合抖音热搜榜与关键词下的视频数据，从小众高需求的细分场景切入找蓝海爆品，避开红海大词竞争，并接 1688 关键词搜索与以图搜款完成货源采集。当用户要在抖音找蓝海品、避开大词竞争、从细分场景选品、看抖音热搜、按关键词看视频热度、找同款货源时必须触发。关键词：青虎AI、抖音、蓝海、爆品、细分场景、热搜榜、关键词、选品、货源、1688。
青虎AI 抖音蓝海爆品采集：结合抖音热搜榜与关键词下的视频数据，从小众高需求的细分场景切入找蓝海爆品，避开红海大词竞争，并接 1688…
As a process D 43/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
ProcedureSoftware developmentData and analyticstype and topics are labelled automatically from the skill text
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: 2. 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 43/100
- 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
- 30Running it twice. 1 mutating operations with no state check
- 60Tools and files. Uses tools (web) that frontmatter does not declare
- 100Steps. 33 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1499 tokens
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 181: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 33 items
- +4Has examples (4 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.
External checks
ClawHub: clean
This skill is a disclosed Douyin product-research workflow that uses Qinghu APIs and may create local exports, with no evidence of hidden execution or malicious behavior.
LLM: benign (high) · VirusTotal: · 8 Sept 2026