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AF Article Illustrator

When the user wants to add illustrations to an article or blog post. Triggers on: "illustrate article", "add images to article", "generate illustrations", "article images", or requests to visually enhance written content. Analyzes article structure, identifies positions for visual aids, and generates illustrations using a Type x Style two-dimension approach.

modbender/skill-library-mcp Agent Skills author: modbender MIT 29 files body ≈ 1 949 tokens Open the sourcegithub.com↗ analyzed 2 d ago

When the user wants to add illustrations to an article or blog post.

As a process F 49/100 · Will not run — References files that are not bundled: illustrations/{slug}/NN-{type}-{slug}.png, references/styles/<style>.md

ProcedureNotionWriting and documentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
A
93/100
safety, quality, tests
Safety 60%
100
Quality 40%
82
Run on models
none yet
Process rating
F
49/100
Will not run
References files that are not bundled: illustrations/{slug}/NN-{type}-{slug}.png, references/styles/<style>.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

  1. 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: 29. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning missing-ref reference to a missing file: illustrations/{slug}/NN-{type}-{slug}.png
  • warning missing-ref reference to a missing file: references/styles/<style>.md

Process rating: all ten parameters 49/100

Will not run. References files that are not bundled: illustrations/{slug}/NN-{type}-{slug}.png, references/styles/<style>.md
  • 0Tools and files. 2 referenced file(s) missing: illustrations/{slug}/NN-{type}-{slug}.png, references/styles/<style>.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 30Running it twice. 8 mutating operations with no state check
  • 40Consistency. Frontmatter name (Article Illustrator) differs from the folder (article-illustrator)
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 29 steps
  • 100Execution cost. Instruction body is 1949 tokens
  • 100Progress reporting. Reports progress
  • low 11 top-level sections: this looks like several domains in one skill

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)
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 4 example trigger phrases
  • +3Description length 360: enough signal without eating the budget
  • +4Structure: 22 headings
  • +3Step-by-step instructions: 29 items
  • +3Output format is stated explicitly
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.