score-optimizer — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited score-optimizer (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
这个 skill 只负责一件事:优化文章评分系统本身。
它适合做的是:
它不负责:
适用场景:
不适用场景:
后者应改用 article-optimizer。
开始前先读:
需要看实现时再读:
样本文集位置(用户自己提供,本 skill 不带样本):
assets/articles/samples/ —— 把你自己标注过的 .md 文章放进来,然后 cp labels.example.json labels.json 填上你的评分。详见 assets/articles/samples/README.mdreferences/score_program.md,按它的实验约束执行。references/score_prompt.md,不要动评估脚本。composite_score、mae、spearman、classification。在 skill 根目录执行:
python3 scripts/run_scoring.py > scoring.log 2>&1
python3 scripts/evaluate.py > eval.log 2>&1
grep "^composite_score:\|^mae:\|^spearman:\|^classification:" eval.log如果需要图表:
python3 scripts/generate_score_chart.pyscripts/evaluate.pyscripts/run_scoring.py~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.