Individual skill

refine

Improve a prompt using official OpenAI or Claude guidance. Text or @file mode; --for openai or --for claude selects guidance, not a runtime model.

skills/refine/SKILL.md

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Repository stars (not skill ratings): 351
Repository last updated: Nov 6, 2026
License: MIT

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ai-agents Repository topic
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SKILL.mdcore · 5,125 bytes
SKILL.mdcore · 5,125 bytes
SKILL.mdcore · 5,125 bytes
SKILL.mdcore · 5,125 bytes
SKILL.mdcore · 5,125 bytes
SKILL.mdcore · 5,125 bytes
agents/openai.yamlasset · 278 bytes
prompts/claude-fable-5-1.mddoc · 6,052 bytes
prompts/claude-opus-5-5.mddoc · 3,222 bytes
prompts/claude-sonnet-5-5.mddoc · 3,592 bytes
prompts/claude.mddoc · 4,204 bytes
prompts/openai.mddoc · 2,892 bytes

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# Refine

Preserve the prompt’s intent, language, scope, audience, permissions, and explicit output contract. Rewrite the prompt; never execute it.

## Providers and sources

Exactly two provider switches, plus one Claude-only target modifier, with model names used only as documentation baselines:

| Switch | Bundled guidance | Baseline and official documentation |
|---|---|---|
| `--for openai` | `prompts/openai.md` | GPT-6 Astra: [prompting best practices](https://developers.openai.com/api/docs/guides/latest-model#prompting-best-practices), [prompt engineering](https://developers.openai.com/api/docs/guides/prompt-engineering) |
| `--for claude` | `prompts/claude.md` | Claude Opus 5.5 (default baseline): [Opus 5.5 guide](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5-5), [Claude best practices](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/claude-prompting-best-practices) |
| `--for claude --target sonnet` | `prompts/claude.md` + `prompts/claude-sonnet-5-5.md` | Claude Sonnet 5.5: [Sonnet 5.5 guide](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-sonnet-5-5) |
| `--for claude --target opus` | `prompts/claude.md` + `prompts/claude-opus-5-5.md` | Claude Opus 5.5: [Opus 5.5 guide](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5-5) |