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score-optimizer
xiaomoBoy/claude-writing-skillsSkill
Use when the user wants to iterate on a viral-article scoring system itself, calibrate or improve a scoring prompt against labeled samples, or run batch scoring experiments on a fixed article set. Best for prompt-only scoring research where the evaluator scripts stay fixed and only the scoring rubric/prompt is meant to evolve.
Why this score
This repo hosts 5 skills, so its 34 stars are split between them (about 7 each) for scoring.
Popularity score: 47/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at commit 923c2c3d4f0e, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables, where API keys usually livescripts/run_scoring.py:23
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onescore-optimizer xiaomoBoy/claude-writing-skills · Skill | 47 | ★ 34 | ≈86 always | 5mo ago |
| build-optimizer CharlesWiltgen/Axiom · Subagent Both about optimizer | 63 | ★ 1.2k | ≈28 in chat | 17d ago |
| context-optimizer athola/claude-night-market · Subagent Both about optimizer | 58 | ★ 342 | ≈22 in chat | 19d ago |
| resume-optimizer wyh0626/resume-optimizer · Skill Both about optimizer | 70 | ★ 525 | ≈61 always | 3mo ago |
| harness-optimizer affaan-m/ECC · Subagent Both about optimizer and improve | 90 | ★ 284k | ≈29 in chat | 16d ago |
| rcl-score ZhenyuanPAN822/relationship-candlestick-lab · Skill Both about score | 49 | ★ 86 | ≈19 always | 6mo ago |