deeprefine
HKUST-KnowComp/DeepRefine-SkillSkill
Agent-native DeepRefine refinement loop — same control flow as DeepRefine.refine(),
Why this score
This repo hosts 7 skills, so its 93 stars are split between them (about 13 each) for scoring.
Popularity score: 55/100 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 Oct 21, 2026 at commit 9b17e7c086af, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables, where API keys usually livedeeprefine_skill/wiki_refresh.py:238
- Uses dependencies without a pinned version A later version of a dependency could change what runs.pyproject.toml:28
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
Nothing from another maker does quite the same job yet.