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/down-skilling

@5e58100

Distill Opus-level reasoning into optimized instructions for Haiku 4.5 (and Sonnet). Generates explicit, procedural prompts with n-shot examples that maximize smaller model performance on a given task. Use when user says "down-skill", "distill for Haiku", "optimize for Haiku", "make this work on Haiku", "generate Haiku instructions", or needs to delegate a task to a smaller model with high reliability.

Use this Skill: https://skilld.dev/gh/oaustegard/claude-skills/down-skilling

This session only. Nothing lands on disk.

gapscreative-generation.md

≈175 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Creative and Generative Tasks

Opus: Produces varied, stylistically rich output. Maintains persona/voice consistently across long outputs.

Haiku: Creative output is functional but less distinctive. Voice consistency degrades in longer outputs. Falls back to generic phrasing.

Mitigation: Provide a style exemplar AND explicit style rules.

Voice: Match the style of this example:
"[2-3 sentence exemplar in target voice]"

Rules:
- Use active voice
- Vary sentence length between 5 and 25 words
- No cliches from this list: [enumerate]
- Paragraph length: 3-5 sentences

For Haiku, a concrete exemplar paragraph is worth more than ten adjectives describing the desired tone.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub12d

    The skill provides guidelines and templates for optimizing AI prompts for smaller models by distilling complex reasoning into explicit procedures and many-shot examples. No security issues were detected.

  • Socket12d

    No alerts

  • Snyk12d

    Risk: LOW · No issues

  • Runlayer7mo

    2/37 files flagged

Signed by skilld at 5e58100. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated 3 weeks ago
metadata
{
  "author": "Oskar Austegard and Opus",
  "version": "1.3.1"
}

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