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BB wizard

Generate high-quality English prompts for ChatGPT Image 2. Use when user wants to create AI image prompts, needs GPT-Image-2 prompt writing help, describes an image they want to generate, or asks about image generation prompting. Supports conversational generation, structured pro mode, style anchoring, and case browsing.

ClawHub Agent Skills author: EricArcha v1.0.5 MIT-0 80 files body ≈ 4 870 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process B 67/100 · Nearly there — weak spots: inputs and preconditions, consistency

GeneratorAI and agentstype 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
B
87/100
safety, quality, tests
Safety 60%
89
Quality 40%
85
Run on models
none yet
Process rating
B
67/100
Nearly there
Inputs and preconditions w 11
0
Consistency w 8
40
Tools and files w 18
60
the three weakest of ten parameters · all ten

How to improve

    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 · 11

    ✓ No critical or high findings

    Medium and low: 11
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_de.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_es.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_fr.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_ja.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_ko.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_pt.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_ru.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_tr.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_zh-CN.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison_zh-TW.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl
    • low Risky intent intent-offensive-security data/awesome-gpt-image-2-prompts/cases/comparison.md:691
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      Add a full Japanese fighting-game HUD with glossy blue-versus-red interface styling. At the very top, place a center stage title bar reading "東京ディズニーシー ミッキー広場 ショー最前列バトル" and a large timer in the middl

    Files scanned: 80. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 67/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 40Consistency. Frontmatter name (wizard) differs from the folder (prompt-wizard)
    • 60Tools and files. Uses tools (bash) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70Failures and branches. 12 branches
    • 70Execution cost. Instruction body is 4870 tokens
    • 100Steps. 65 steps
    • 100When it triggers. States when to use and when not to
    • 100Running it twice. No mutating operations
    • 100Progress reporting. Reports progress
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • low 12 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

    • +5Description has no quoted example phrases that should trigger the skill
    • +4Description does not say when NOT to use the skill (false activations)
    • -214 emoji in the instructions: noise for the model
    • +1No license
    • +2Single-language instructions
    • +3Description length 322: enough signal without eating the budget
    • +4Structure: 23 headings
    • +3Step-by-step instructions: 65 items
    • +3Output format is stated explicitly
    • +4Has examples (4 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 85.

    External checks

    ClawHub: suspicious
    Prompt Wizard is mostly a prompt-generation skill, but its library and update flow expose users to review-worthy risks from unsafe example prompts and unpinned local library replacement.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026