BF ShortApi Image Models Aggregation Skill
Use this skill as an entry point to discover, select, and fetch specific integration parameters for all supported AI image generation models.
As a process F 37/100 · Will not run — References files that are not bundled: image_url
How to improve
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
name-formatname should be kebab-case (lowercase letters, digits, hyphens) - warning
missing-refreference to a missing file: image_url
Process rating: all ten parameters 37/100
Will not run. References files that are not bundled: image_url
- 0Tools and files. 1 referenced file(s) missing: image_url
- 0Result and completion. Does not say what the result is
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Inputs and preconditions. Does not say what the process needs to start
- 30Running it twice. 3 mutating operations with no state check
- 40Consistency. Frontmatter name (ShortApi Image Models Aggregation Skill) differs from the folder (shortapi-ai-image-generation)
- 60Failures and branches. 2 branches
- 100Steps. 12 steps
- 100Execution cost. Instruction body is 1790 tokens
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- low The response is described with custom markup (4 tags): a typed call is more reliable
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 141: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 12 items
- +4Has examples (4 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.
External checks
ClawHub: clean
This is a disclosed ShortAPI image-generation helper that uses a ShortAPI key and polling in ways that fit its purpose, with a few usability and documentation cautions.
LLM: benign (high) · VirusTotal: · 29 May 2026