Prompt optimizer
Skill srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Data & AI/prompt-optimizer
Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.
npx -y skills add srg-sphynx/MDForge --skill prompt-optimizerAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
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What its author says it does
Copied from the file, not written here
Rewrite a prompt for clarity, structure, and reliability using proven prompting patterns.
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
0.8 KB, 134 tokens by cl100k_base, as published. Nobody here has run it
Prompt Optimizer
Improve the prompt for the task: {{task}}.
Apply
- Role + goal: state who the model is and what success looks like.
- Context: supply only what's needed; mark inputs with clear delimiters.
- Steps: break complex tasks into ordered instructions.
- Format: specify the exact output shape (and an example if useful).
- Constraints: list what to avoid and any hard limits.
- Edge cases: say what to do when inputs are missing or ambiguous.
Output
Return the optimized prompt, then a 3-bullet note on what changed and why.