AF visual-ops-writer
图文运营创作器。从选题、撰写、配图到质检,一条龙完成运营文章生产。看到好文章能仿写,给个 Skill 能生成推广长文,写完正文能自动配图。内置写作质量管控与自动配图能力,图文一体交付。触发词:"生成运营文章"、"链接仿写"、"对标分析"、"Skill 推广"、"为正文配图"。
图文运营创作器。从选题、撰写、配图到质检,一条龙完成运营文章生产。看到好文章能仿写,给个 Skill 能生成推广长文,写完正文能自动配图。内置写作质量管控与自动配图能力,图文一体交付。触发词:"生成运营文章"、"链接仿写"、"对标分析"、"Skill 推广"、"为正文配图"。
As a process F 35/100 · Will not run — References files that are not bundled: URL
GeneratorAI and agentsWriting and documentsCustomer supporttype 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.
- The text references files that are not there: add them or drop the references.
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: 0. 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") - warning
missing-refreference to a missing file: URL
Process rating: all ten parameters 35/100
Will not run. References files that are not bundled: URL
- 0Tools and files. 1 referenced file(s) missing: URL
- 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
- 100Steps. 33 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1171 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 2 example trigger phrases
- +3Description length 138: enough signal without eating the budget
- +4Structure: 21 headings
- +3Step-by-step instructions: 33 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (4 of 4)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.
External checks
ClawHub: suspicious
This writing-and-image skill is mostly purpose-aligned, but it fetches URLs and images with TLS verification disabled and has under-disclosed credential handling.
LLM: suspicious (high) · 7 Jul 2026