AD touhao-hongniang-content
头号红娘公众号内容创作工作流。用于生产婚恋行业爆款文章，包含热点抓取、标题生成、文章撰写、平台软植入四大环节。 触发场景： - 用户要求创作婚恋相关内容 - 用户提到"头号红娘"、"婚恋文章"、"相亲内容" - 用户要求生成公众号文章且涉及婚恋/情感/相亲话题
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.
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: 3. 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 (touhao-hongniang-content) differs from the folder (touhao-hongniang-media)
- 100Tools and files. No external tools needed
- 100Steps. 31 steps
- 100Execution cost. Instruction body is 658 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
- -2localhost URLs: will not work for another user
- +1No license
- +2Single-language instructions
- +3Description length 130: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 31 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.
External checks
ClawHub: clean
This is a disclosed branded content-writing workflow, not malware, but it will generate promotional advertorial copy for “头号红娘.”
LLM: benign (high) · VirusTotal: · 29 May 2026