SKILLEMALL.ai

BF bria-ai

Use when generating visual assets with Bria.ai - product photos, hero images, icons, backgrounds. Includes batch generation (multiple images concurrently), pipeline workflows (generate → edit → remove background), and parallel API patterns. Use for websites, presentations, e-commerce catalogs, or any task needing multiple AI-generated images.

modbender/skill-library-mcp Agent Skills author: modbender MIT 7 files · 1 script body ≈ 5 397 tokens Open the sourcegithub.com analyzed 2 d ago

ai - product photos, hero images, icons, backgrounds.

As a process F 26/100 · Will not run — References files that are not bundled: ../vgl/SKILL.md, ../image-utils/SKILL.md

GeneratorInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
26/100
Will not run
References files that are not bundled: ../vgl/SKILL.md, ../image-utils/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. 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: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5397 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../vgl/SKILL.md
  • warning missing-ref reference to a missing file: ../image-utils/SKILL.md

Process rating: all ten parameters 26/100

Will not run. References files that are not bundled: ../vgl/SKILL.md, ../image-utils/SKILL.md
  • 0Tools and files. 2 referenced file(s) missing: ../vgl/SKILL.md, ../image-utils/SKILL.md
  • 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. 12 mutating operations with no state check
  • 40Consistency. Frontmatter name (bria-ai) differs from the folder (bria-ai-api)
  • 70Execution cost. Instruction body is 5397 tokens
  • 100Steps. 32 steps

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
  • +2Single-language instructions
  • +3Description length 344: enough signal without eating the budget
  • +4Structure: 30 headings
  • +3Step-by-step instructions: 32 items
  • +4Has examples (25 code blocks)
  • +4Reference files are cited in the instructions (1 of 2)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.