ai-prompt-tune
arcasilesgroup/ai-engineeringOptimizes prompts, system messages, and skill descriptions using explicit-over-implicit, show-do-not-tell, and rationale-embedding techniques. Trigger for…
Scores out of 100 · grade B+
2026-08-03Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score24/100
- 54 stars on the source repo.
Documented
15% of the score66/100
- 512 words with worked examples.
Install
npx skills add arcasilesgroup/ai-engineering/ai-prompt-tuneWhat it says it does
Optimizes prompts, system messages, and skill descriptions using explicit-over-implicit, show-do-not-tell, and rationale-embedding techniques. Trigger for 'this prompt is not working', 'optimize this skill description', 'improve triggering', 'rewrite this instruction', 'CSO-optimize'. Pass `--skill name` to optimize any skill's description field. Not for creating new skills; use /ai-scaffold instead. Not for evolving the entire skill body; use /ai-skill-improve instead.
Also in arcasilesgroup/ai-engineering
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| ai-boardarcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago | |
| ai-governancearcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago | |
| ai-mediaarcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago | |
| ai-postmortemarcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago | |
| ai-session-watch-sweeparcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago | |
| ai-simplify-sweeparcasilesgroup/ai-engineering | clean | Skill | 54 stars | 5 days ago |
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| mcp-builderanthropics/skills | No license | AI & agents | 104,949 installs | today | |
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